Management and control product data sharing early warning analysis system

Abstract

The invention relates to the field of dangerous chemical supply chain management and control, and discloses a management and control product data sharing early warning analysis system, which comprises a wireless radio frequency tag, a first type of anti-counterfeiting coating covers the surface of the wireless radio frequency tag, and the wireless radio frequency tag is arranged in a sealing area of a chemical packaging box; the camera is used for collecting an image of the anti-counterfeiting coating; the plurality of sub-servers are deployed with transportation verification strategies and are used for jointly analyzing the label information and the anti-counterfeiting coating images; the wireless radio frequency reader-writer is used for updating label information; and the control server is deployed with a warehousing management strategy and a warehouse monitoring strategy. Therefore, the determination of the dangerous chemical warehousing storage area and the safe and stable transportation of the chemicals are realized.

Description

TECHNICAL FIELD

[0001] The present application relates to the field of dangerous chemical supply chain management, and particularly relates to a product data sharing early warning analysis system for management. BACKGROUND

[0002] Dangerous chemicals have the characteristics of flammability, explosiveness, toxicity and strong corrosiveness, and its supply chain involves production, storage, transportation and transaction and other links. The complexity of product process management and safety risk are extremely high. Once a safety accident occurs, it will cause serious personnel casualties and environmental pollution. Therefore, in the product process management of the dangerous chemical supply chain, realizing the whole-process safety supervision and risk early warning of dangerous chemicals in the production, circulation and use stages is a major problem to be solved in the industry.

[0003] The existing dangerous chemical management and logistics process, especially in the transaction and transportation process, often has the following technical problems: First, in the dangerous chemical transportation and handover link, the existing management means cannot provide real-time feedback, so that abnormal behavior is often discovered after the goods arrive, which makes it difficult to trace the risk and misses the best intervention opportunity; Second, the existing storage decision is often based on simple experience or static zoning, which may cause high-sensitivity goods to be incorrectly allocated to unsuitable or environmentally unstable areas, posing a major safety hazard; Third, the existing qualification review of transaction parties and transportation parties in the supply chain relies too much on static compliance files, making it difficult to effectively identify potential risk signals in the transportation process. SUMMARY

[0004] This summary is provided to introduce a selection of concepts in a simplified form that are further described below in the detailed description. This summary is not intended to identify key features or essential features of the claimed technology, nor is it intended to be used to limit the scope of the claimed technology.

[0005] The present application provides a product data sharing early warning analysis system for management, which can solve one or more of the technical problems mentioned in the background section.

[0006] The present application provides a product data sharing early warning analysis system for management, which includes: A wireless radio frequency tag, the wireless radio frequency tag stores wireless radio frequency tag information, and is arranged at a sealing area of a chemical packaging box. The surface of the wireless radio frequency tag is covered with a first anti-counterfeiting coating, and the first anti-counterfeiting coating covers the sealing area; A camera, the camera is used to collect an anti-counterfeiting coating image of the anti-counterfeiting coating; A plurality of sub-servers, the plurality of sub-servers are deployed with a transportation verification strategy, the transportation verification strategy is: joint analysis is performed on wireless radio frequency tag information and anti-fake coating image; A wireless radio frequency reader-writer, the wireless radio frequency reader-writer is used to receive a write instruction of the sub-server and update the wireless radio frequency tag information, and the wireless radio frequency reader-writer is also used to collect the wireless radio frequency tag information, the camera is associated with the wireless radio frequency reader-writer; A control server, the control server is used to analyze a plurality of environment data and generate a sensor abnormal index frequency; the control server acquires the wireless radio frequency tag information by communicating with the plurality of sub-servers; the control server is deployed with a warehouse management strategy and a warehouse monitoring strategy, the warehouse management strategy is: determining a storage area sequence through a stability index, screening the storage area sequence through a storage area environment index, and determining a storage area.

[0007] Optionally, the control server is also used to execute the warehouse management strategy according to the warehouse information, and the execution of the warehouse management strategy according to the warehouse information includes: Constructing a to-be-warehoused chemical sequence corresponding to the warehouse information; Generating a corresponding stability index for each to-be-warehoused chemical in the to-be-warehoused chemical sequence, and determining a corresponding storage area sequence according to the stability index; For each storage area in the storage area sequence, a corresponding storage area environment index is determined according to the in-out frequency and the sensor abnormal index frequency of each storage area; According to the storage area environment index, the storage area sequence is sorted to determine the storage area.

[0008] Optionally, the control server is also used to adjust the storage area sequence according to the plurality of sensors and the warehouse monitoring strategy, the plurality of sensors correspond to the plurality of environment data one by one, and the adjustment of the storage area sequence according to the plurality of sensors and the warehouse monitoring strategy includes: Obtaining a plurality of historical sensor data corresponding to the plurality of sensors, and generating a plurality of sensor data fluctuation intervals for the plurality of historical sensor data; According to the plurality of sensor data fluctuation intervals and the plurality of environment data, a plurality of environment data fluctuation results are generated, if any environment data fluctuation result in the plurality of environment data fluctuation results represents fluctuation abnormality, a warehouse warning information is generated; For each environment data fluctuation result in the plurality of environment data fluctuation results, an abnormal sensor class and a corresponding abnormal sensor identifier are determined according to the environment data fluctuation result; According to the abnormal sensor class, the abnormal sensor identifier and the plurality of historical sensor data, an abnormal frequency corresponding to the abnormal sensor identifier is determined; If the abnormal frequency reaches a preset abnormal frequency threshold, the storage area corresponding to the abnormal sensor identifier is determined as a risk storage area, and the storage area sequence is corrected according to the risk storage area.

[0009] Optionally, the control server is further configured to perform transaction party qualification analysis on the transaction party, and the transaction party qualification analysis comprises: obtaining declaration information of the transaction party, the declaration information comprising an enterprise identifier, an operating license image, historical transaction records, and a chemical inventory sequence; extracting an operating scope from the operating license image to obtain operating scope information by using an image recognition technology; obtaining public operating scope information corresponding to the transaction party according to the enterprise identifier; performing consistency verification on the operating scope information and the public operating scope information, and generating a first verification result; generating first warning information if the first verification result indicates inconsistency; if the first verification result indicates consistency, obtaining transaction order information of the transaction party, the transaction order information comprising a plurality of CAS identifiers; generating a list of CAS identifiers to be screened for the transaction order information according to the plurality of CAS identifiers; matching the list of CAS identifiers to be screened with a preset dangerous CAS identifier list, and if any CAS identifier to be screened in the list of CAS identifiers to be screened is successfully matched with the preset dangerous CAS identifier list, extracting a license scope and a validity period from the operating license image to obtain dangerous chemical operating license information by using an image recognition technology; obtaining public dangerous chemical operating license information corresponding to the transaction party according to the enterprise identifier; performing consistency verification on the dangerous chemical operating license information and the public dangerous chemical operating license information, and generating a second verification result; generating second warning information if the second verification result indicates inconsistency.

[0010] Optionally, the control server is further configured to perform transport party qualification analysis on the transport party, and the transport party qualification analysis comprises: obtaining transport declaration information of the transport party, the transport declaration information comprising transport qualification information, driver qualification information, vehicle qualification information, and historical transport information; performing consistency verification on the transport qualification information and the driver qualification information respectively to obtain a transport qualification information verification result and a driver qualification information verification result, and determining a transport party whose transport qualification information verification result and driver qualification information verification result both indicate consistency as a compliant transport party; According to the transaction order information, determine the transport vehicle demand, and according to the vehicle qualification information and the transport vehicle demand, generate the transport screening result for the compliant transport party.

[0011] Optionally, the anti-counterfeiting coating image includes a first type of anti-counterfeiting coating image, and the association analysis on the wireless radio frequency tag information and the anti-counterfeiting coating image includes: According to the first type of anti-counterfeiting coating image, generate a coating damage verification result for the anti-counterfeiting coating; If the coating damage verification result indicates that it has been damaged, generate a third warning information according to the wireless radio frequency tag information, and send it to the control server, the wireless radio frequency tag information includes the recorded logistics node sequence; If the coating damage verification result indicates that it has not been damaged, obtain the transport information according to the order number, the transport information includes the preset logistics node sequence and the vehicle identification sequence; Obtain the node information corresponding to the last logistics node in the recorded logistics node sequence, and determine it as the last logistics node information; According to the current sub-server identifier, obtain the actual preset logistics node corresponding to the sub-server identifier from the preset logistics node sequence, and determine the node information corresponding to the previous preset logistics node of the actual preset logistics node as the previous preset logistics node information; Consistency verification is performed on the last logistics node information and the previous preset logistics node information to obtain a previous logistics node information verification result; If the previous logistics node information verification result indicates inconsistency, generate a fourth warning information; If the previous logistics node information verification result indicates consistency, generate a write instruction for the wireless radio frequency reader.

[0012] Optionally, the chemical packaging box is also provided with a second type of anti-counterfeiting coating, the anti-counterfeiting coating image further includes a second type of anti-counterfeiting coating image, and According to the first type of anti-counterfeiting coating image, generate a coating damage verification result for the anti-counterfeiting coating, including: Obtain the first type of anti-counterfeiting coating damage verification result of the first type of anti-counterfeiting coating, and obtain the second type of anti-counterfeiting coating damage verification result of the second type of anti-counterfeiting coating; If the first type of anti-counterfeiting coating damage verification result or the second type of anti-counterfeiting coating damage verification result indicates that it has been damaged, the coating damage verification result is determined to be damaged; If the second type of anti-counterfeiting coating damage verification result indicates that it has been damaged, obtain the chemical packaging box identifier corresponding to the anti-counterfeiting coating image, and generate a chemical packaging box dumping early warning information according to the chemical packaging box identifier.

[0013] Optionally, generating a coating damage verification result for the anti-counterfeiting coating further includes: According to the chemical package box identification in the wireless radio frequency tag information, the corresponding vehicle identification is determined; The anti-fake coating breakage rate corresponding to the vehicle identification is counted; If the anti-fake coating breakage rate is greater than or equal to the first breakage rate threshold and less than the second breakage rate threshold, operation failure warning information is generated according to the sub-server identification; If the anti-fake coating breakage rate is greater than or equal to the second breakage rate threshold, the proportion of the anti-fake coating breakage rate greater than or equal to the second breakage rate threshold in the vehicle identification sequence is counted to obtain a breakage rate proportion; If the breakage rate proportion reaches a preset breakage rate proportion threshold, road condition warning information is generated according to the sub-server identification and the preset logistics node sequence.

[0014] Optionally, the control server is further configured to adjust the to-be-corrected preset logistics node sequence corresponding to the to-be-corrected order number according to the road condition warning information, including: Obtain the to-be-checked order number within a preset time to obtain a to-be-checked order number sequence; Obtain the fault road section information from the road condition warning information, and filter the to-be-checked order number sequence according to the fault road section information to obtain the to-be-corrected order number sequence; For each to-be-corrected order number in the to-be-corrected order number sequence, obtain the corresponding end position information according to the to-be-corrected order number, and update the to-be-corrected preset logistics node sequence corresponding to the to-be-corrected order number according to the end position information and the fault road section information.

[0015] The present application has the following advantages: 1. The physical safety protection and the timeliness of the abnormal behavior warning of the dangerous chemicals in the transportation link are improved. Specifically, by setting the first type of anti-fake coating covering the sealing area and the second type of anti-fake coating covering the side of the chemical package box, double physical protection of cargo tamper resistance and anti-toppling is realized. At the same time, the transportation verification strategy is deployed, and the consistency of the coating damage and the logistics node information is monitored in real time by jointly analyzing the wireless radio frequency tag information and the anti-fake coating image. The joint verification mechanism ensures that when any safety link is damaged, warning information or toppling warning information can be generated immediately, thereby greatly improving the rapid positioning ability of abnormal behavior and the safety protection level of the supply chain; 2. The scientificity and environmental stability of the allocation of dangerous chemicals into the storage area are improved. Specifically, by deploying the warehouse management strategy and constructing the stability index of the chemical to be warehoused including temperature, light, volatility and other dimensions, the preliminary screening of the storage area is realized. On this basis, the warehouse monitoring strategy calculates the storage area environmental index by using the warehouse-in and warehouse-out frequency influence factor and the abnormal sensor index frequency, and by ascending sequence screening of the storage area, the chemical is allocated to the area with the most stable and healthy environment. This decision mechanism combining the chemical property and the dynamic health status of the area effectively reduces the safety risk caused by improper storage environment; 3. The depth and dynamic risk revision of the qualification review of the supply chain participants (transaction parties, transportation parties) are realized. Specifically, after completing the static qualification consistency check of the transaction parties and the transportation parties, further dynamic risk analysis is performed based on the historical transaction and transportation records. Including: constructing a risk sequence according to the dangerous chemical transaction volume, transportation volume change, transaction frequency, transportation frequency, and generating a potential risk level of the transaction party and the transportation party. At the same time, the transaction party real-time trust index is constructed by using the transaction party qualification evaluation result and the potential risk level of the transaction party; the real-time transportation party trust index is constructed by using the transportation party qualification evaluation result and the potential risk level of the transportation party, and the subsequent transaction activities of the subject (such as the potential risk level is medium or high) which passes the qualification analysis but has high risk are limited through the real-time transaction party trust index and the real-time transportation party trust index, which greatly improves the forward-looking identification ability of the potential malicious behavior and systemic risk of the supply chain. BRIEF DESCRIPTION OF DRAWINGS

[0016] The above and other features, advantages, and aspects of embodiments of the present application will become more apparent upon consideration of the following detailed description, taken in conjunction with the accompanying drawings. Throughout the drawings, like or similar reference numerals designate identical or similar elements throughout the several views. It should be understood that the drawings are schematic and elements and features are not necessarily drawn to scale.

[0017] Figure 1 is a structural schematic diagram of a product data sharing early warning analysis system for management and control of the present application; Figure 2 is a flowchart of transportation party qualification analysis of a product data sharing early warning analysis system for management and control of the present application; Figure 3 is a flowchart of generating coating damage verification results of a product data sharing early warning analysis system for management and control of the present application. DETAILED DESCRIPTION

[0018] The present application will be described in more detail with reference to the drawings. Although some embodiments of the present application are shown in the drawings, it is understood that the present application can be embodied in various forms and should not be interpreted as being limited to the embodiments set forth herein. Rather, these embodiments are provided so that the present application will be thoroughly and completely understood. It should be understood that the drawings and embodiments of the present application are only for illustrative purposes and are not intended to limit the scope of protection of the present application.

[0019] In addition, it should be further noted that only parts related to the present application are shown in the drawings for ease of description. The embodiments in the present application and the features in the embodiments can be combined with each other without conflict.

[0020] It should be noted that the concepts of "first", "second", etc. mentioned in the present application are only used to distinguish different devices, modules or units, and are not used to limit the order or interdependence of the functions performed by these devices, modules or units.

[0021] It should be noted that the adjectives "one" and "multiple" mentioned in the present application are illustrative and not limiting, and those skilled in the art should understand that, unless otherwise explicitly indicated in the context, it should be understood as "one or more".

[0022] The names of the messages or information exchanged between the devices of the present application are only for illustrative purposes and are not used to limit the scope of the messages or information.

[0023] The present application will be described in more detail with reference to the drawings. Although some embodiments of the present application are shown in the drawings, it is understood that the present application can be embodied in various forms and should not be interpreted as being limited to the embodiments set forth herein. Rather, these embodiments are provided so that the present application will be thoroughly and completely understood. It should be understood that the drawings and embodiments of the present application are only for illustrative purposes and are not intended to limit the scope of protection of the present application.

[0024] As shown in Figure 1 is a structural schematic diagram of a product data sharing early warning analysis system according to the present application, which specifically comprises: The wireless radio frequency tag 5 stores wireless radio frequency tag information and is arranged on the sealing area of the chemical packaging box. The surface of the wireless radio frequency tag 5 is covered with a first anti-counterfeiting coating, and the first anti-counterfeiting coating covers the sealing area.

[0025] In some embodiments, as shown in Figure 1 wireless radio frequency tag information corresponding to the wireless radio frequency tag 5 can be collected by the wireless radio frequency reader 3. The wireless radio frequency tag 5 can be arranged above the sealing area of the chemical packaging box, and the surface of the wireless radio frequency tag 5 is covered with a first anti-counterfeiting coating. The first anti-counterfeiting coating can be arranged on the sealing area of the top and bottom of the chemical packaging box, and the state change of the first anti-counterfeiting coating can be used to determine whether the chemical packaging box has been opened.

[0026] The anti-counterfeiting coating is a stress-sensitive destructive coating. In practice, a VOID anti-counterfeiting material can be used. The material appears to be a uniform color (for example, red or gray) in a normal, unstressed state. Once the sealing area of the chemical packaging box is attempted to be opened, the coating material will be torn due to stress, and a preset warning word (for example, “OPENED”, “VOID” or “opened”) will irreversibly appear or be transferred to remain on the surface of the label or the packaging box. This visible change in state can serve as a physical basis for determining whether the chemical packaging box has been opened.

[0027] The camera 4 is configured to capture an anti-counterfeiting coating image of the anti-counterfeiting coating.

[0028] In some embodiments, the camera 4 can be disposed at different logistics nodes and associated with the wireless radio frequency reader 3. The camera 4 can capture an anti-counterfeiting coating image of the anti-counterfeiting coating, so that the sub-server can analyze whether the chemical packaging box has been opened.

[0029] The plurality of sub-servers are deployed with a transportation verification strategy. The transportation verification strategy is to jointly analyze the wireless radio frequency tag information and the anti-counterfeiting coating image.

[0030] In some embodiments, the plurality of sub-servers can be respectively disposed at different logistics nodes for tracking and synchronizing the state of the chemical packaging box. Each of the plurality of sub-servers is also deployed with a transportation verification strategy, and the chemical packaging box can be jointly analyzed by the wireless radio frequency tag information and the anti-counterfeiting coating image. The logistics node can be a preset transfer point in the transportation route, and the transportation state information of the chemical packaging box can be updated.

[0031] In practice, each logistics node can be respectively provided with the sub-server 2, the camera 4 and the wireless radio frequency reader 3. When the transportation vehicle passes, the sub-server 2 can obtain the anti-counterfeiting coating image captured by the camera 4 and the wireless radio frequency tag information read by the wireless radio frequency reader 3, and perform opening detection, pouring detection, entry detection of the entered logistics node sequence, and update of the entered logistics node sequence on the plurality of chemical packaging boxes in the transportation vehicle.

[0032] The wireless radio frequency reader 3 is configured to receive a write instruction of the sub-server 2 and update the wireless radio frequency tag information. The wireless radio frequency reader 3 is also configured to capture the wireless radio frequency tag information. The camera 4 is associated with the wireless radio frequency reader 3.

[0033] In some embodiments, the wireless radio frequency reader 3 can be arranged at different logistics nodes, can collect wireless radio frequency tag information, and receive write instructions of the sub-server 2 to update the wireless radio frequency tag information. The write instruction can change the entry state corresponding to the current logistics node to the entered state.

[0034] The control server 1 is used for analyzing a plurality of environment data and generating a sensor abnormality index frequency; the control server 1 acquires wireless radio frequency tag information by communicating with a plurality of sub-servers; the control server 1 is deployed with a warehouse entry management strategy and a warehouse monitoring strategy, and the warehouse entry management strategy is: determining a storage area sequence through a stability index, screening the storage area sequence through a storage area environment index, and determining a storage area.

[0035] In some embodiments, the control server 1 can be used for analyzing a plurality of environment data corresponding to a plurality of sensors to generate a sensor abnormality index frequency. The control server 1 also establishes a communication connection with a plurality of sub-servers, and can acquire wireless radio frequency tag information through the sub-server 2. The control server 1 is also deployed with a warehouse entry management strategy and a warehouse monitoring strategy, wherein the warehouse entry management strategy is: determining a storage area sequence through a stability index, screening the storage area sequence through a storage area environment index, and finally determining a storage area corresponding to an entry chemical.

[0036] In these embodiments, the entity security guarantee and the timeliness of abnormal behavior early warning of dangerous chemicals in the transportation link are improved. Specifically, by arranging the first type of anti-fake coating covering the sealing area and the second type of anti-fake coating covering the side surface on the chemical packaging box, double entity protection of cargo tamper-proofing and anti-tipping is realized. At the same time, the transportation verification strategy is deployed, and the consistency of the coating damage and the logistics node information is monitored in real time by jointly analyzing the wireless radio frequency tag information and the anti-fake coating image. The joint verification mechanism ensures that when any safety link is damaged, warning information or tipping early warning information can be generated immediately, thereby greatly improving the rapid positioning ability of abnormal behavior and the security guarantee level of the supply chain.

[0037] In some embodiments, in order to further solve the second technical problem described in the background section, that is, the existing storage decision is often based on simple experience or static partitioning, which may cause high-sensitivity goods to be incorrectly allocated to unsuitable or environmentally unstable areas, and there is a major safety hazard, in some embodiments of the present application, the control server 1 is also used for executing a warehouse entry management strategy according to warehouse entry information, and the warehouse entry management strategy executed according to the warehouse entry information includes: Constructing a sequence of chemicals to be entered corresponding to the warehouse entry information.

[0038] In some embodiments, the execution subject can be the control server 1. The control server 1 can extract the chemical to be warehoused from the warehousing information upon receiving the warehousing information, and generate the chemical sequence to be warehoused.

[0039] A corresponding stability index is generated for each chemical to be warehoused in the chemical sequence to be warehoused, and a corresponding storage area sequence is determined according to the stability index.

[0040] In some embodiments, the control server 1 can construct a corresponding stability index for each chemical to be warehoused in the chemical sequence to be warehoused, and determine a corresponding storage area sequence according to the stability index. The stability index can be determined by the following formula:

[0041] wherein, is the stability index; is a temperature sensitivity weight factor; is a temperature sensitivity factor; is a light sensitivity weight factor; is a light sensitivity factor; is a volatility weight factor; is a volatility factor; is a toxicity weight factor; is a toxicity factor; is a shelf life weight factor; is a shelf life factor.

[0042] For example, for toluene, the CAS identification is 108-88-3; toluene is sensitive to temperature and needs to be stored at low temperature, so the corresponding temperature sensitivity weight factor can be 0.2, the temperature sensitivity factor can be 8, and the corresponding weighted score can be 1.6; toluene can be normally illuminated without obvious risk, so the corresponding light sensitivity weight factor can be 0.1, the light sensitivity factor can be 2, and the corresponding weighted score can be 0.2; toluene has extremely high volatility and is flammable and explosive, so the volatility weight factor can be 0.4, the volatility factor can be 9, and the corresponding weighted score can be 3.6; toluene has moderate toxicity and needs to be ventilated, so the toxicity weight factor can be 0.25, the toxicity factor can be 6, and the corresponding weighted score can be 1.5; toluene has a long shelf life, so the shelf life weight factor can be 0.05, the shelf life factor can be 3, and the corresponding weighted score can be 0.15, so the stability index of toluene can be 7.05. Subsequently, the control server 1 can filter a plurality of storage areas suitable for toluene according to the stability index of toluene and the stability index interval corresponding to different storage areas, and determine the storage area sequence.

[0043] For each storage area in the storage area sequence, a corresponding storage area environment index is determined according to the in-out frequency and the sensor abnormal index frequency corresponding to each storage area.

[0044] In some embodiments, the in-out frequency of a storage area affects the environmental stability of the area, and on this basis, the control server 1 can determine the storage area environment index by combining the in-out frequency and the sensor abnormal index frequency. The storage area environment index can be determined by the following formula:

[0045] Wherein, The storage area environment index is an index value, and the higher the index value, the more unstable or less reliable the current environment state of the area is; The in-out frequency influence factor can be quantified by the number of in-out operations per unit time, The in-out frequency influence factor is a weight factor corresponding to the in-out frequency influence factor, reflecting the importance of in-out operations to the environment, for example, It can be 0.4; The sensor abnormal index frequency can be quantified by the number of abnormal fluctuations detected by all sensors in the area per unit time, The sensor abnormal index frequency is a weight factor corresponding to the sensor abnormal index frequency, reflecting the importance of environmental monitoring reliability, for example, It can be 0.6.

[0046] For example, for storage area A, if the in-out frequency influence factor is 5, the corresponding weighted score can be 2; if the sensor abnormal index frequency is 3, the corresponding weighted score can be 1.8, and the storage area environment index of storage area A can be 3.8.

[0047] According to the storage area environment index, the storage area sequence is sorted to determine the storage area.

[0048] In some embodiments, the control server 1 can sort the storage area sequence in ascending order according to the storage area environment index, and select the storage area corresponding to the first position of the sequence as the final storage area. For example, for storage area A, storage area B and storage area C, the corresponding storage area environment indexes can be 3.8, 5.5 and 2.1 respectively, and the first position after sorting is 2.1. Storage area C can be selected as the storage area.

[0049] The control server 1 is further configured to adjust the storage area sequence according to the plurality of sensors and the warehouse monitoring strategy, the plurality of sensors corresponding to the plurality of environment data one by one, and the adjustment of the storage area sequence according to the plurality of sensors and the warehouse monitoring strategy, comprising: The control server 1 obtains a plurality of historical sensor data corresponding to a plurality of sensors, and generates a plurality of sensor data fluctuation intervals for the plurality of historical sensor data.

[0050] In some embodiments, the plurality of sensors correspond to a plurality of environmental data respectively, and the control server 1 can adjust the storage area sequence according to the plurality of environmental data corresponding to the plurality of sensors and the warehouse monitoring strategy. The control server 1 can first obtain a plurality of historical sensor data corresponding to a plurality of sensors, and then perform data cleaning to eliminate abnormal data, and construct a plurality of sensor data fluctuation intervals corresponding to the plurality of sensors. In practice, the plurality of sensors can be temperature sensors, light sensors, etc. A plurality of historical sensor data within a month can be selected as a data source to construct a plurality of sensor data fluctuation intervals. Each sensor data fluctuation interval is an interval formed by the minimum value and the maximum value of the data corresponding to the sensor.

[0051] According to the plurality of sensor data fluctuation intervals and the plurality of environmental data, a plurality of environmental data fluctuation results are generated. If any environmental data fluctuation result in the plurality of environmental data fluctuation results represents fluctuation anomaly, a warehouse warning information is generated.

[0052] In some embodiments, the control server 1 can establish a communication connection with the plurality of sensors and obtain real-time plurality of environmental data. Then, the plurality of environmental data are compared with the plurality of corresponding sensor data fluctuation intervals, and a plurality of corresponding environmental data fluctuation results are generated. If there is at least one environmental data fluctuation result representing fluctuation anomaly in the plurality of environmental data fluctuation results, a warehouse warning information is generated according to the sensor corresponding to the abnormal data and the storage area identifier. For example, the environmental data corresponding to the temperature sensor in the storage area identified as TS-001 is lower than the environmental data fluctuation interval, and the corresponding warehouse warning information can be “TS-001: temperature is low”.

[0053] For each environmental data fluctuation result in the plurality of environmental data fluctuation results, an abnormal sensor class and a corresponding abnormal sensor identifier are determined according to the environmental data fluctuation result.

[0054] In some embodiments, the control server 1 can also find abnormal data represented by the environmental data fluctuation result according to the environmental data fluctuation result, and determine the corresponding abnormal sensor class and abnormal sensor identifier according to the abnormal data. For example, the control server 1 can extract the abnormal sensor class (for example, temperature sensor) and the storage area identifier (for example, TS-001) from the warehouse warning information, and retrieve the sensor list configured in the storage area identifier in the database, and finally determine the abnormal sensor identifier (for example, temperature sensor: R-003) generating the abnormal data.

[0055] According to the abnormal sensor category, the abnormal sensor identifier, and the plurality of historical sensor data, a frequency of abnormality corresponding to the abnormal sensor identifier is determined.

[0056] In some embodiments, the control server 1 can obtain corresponding historical sensor data from the plurality of historical sensor data according to the abnormal sensor category and the abnormal sensor identifier, and count a frequency of abnormality corresponding to the abnormal sensor identifier in the historical sensor data. For example, one month of historical data can be selected, the abnormal sensor can be a temperature sensor, the data corresponding to the temperature sensor can have 3000 pieces, and among them, 30 pieces can be abnormal data, and the corresponding frequency of abnormality can be 1%.

[0057] If the frequency of abnormality reaches a preset frequency of abnormality threshold, a storage area corresponding to the abnormal sensor identifier is determined as a risk storage area, and the storage area sequence is corrected according to the risk storage area.

[0058] In some embodiments, the control server 1 can compare the frequency of abnormality with the preset frequency of abnormality threshold, if the frequency of abnormality is greater than or equal to the preset frequency of abnormality threshold (for example, the preset frequency of abnormality threshold can be 3%), the storage area corresponding to the abnormal sensor identifier can be determined as a risk storage area, and then the order of the storage area in the storage area sequence can be corrected, for example, for the storage area B in the storage area sequence, if the storage area B is a risk storage area, the order of the storage area B can be corrected to the last position of the storage area sequence.

[0059] The control server 1 is further configured to perform transaction party qualification analysis on the transaction party, and the transaction party qualification analysis comprises: Obtaining declaration information of the transaction party, the declaration information comprising an enterprise identifier, an operating license image, historical transaction records, and a chemical inventory sequence.

[0060] In some embodiments, the control server 1 can perform transaction party qualification analysis on the transaction party to assess whether to complete the transaction according to the ordering demand of the transaction party. The control server 1 can obtain the declaration information from the database, wherein the declaration information can be data input by the transaction party through the front-end interactive page and stored in the database, and can comprise an enterprise identifier, an operating license image, historical transaction records, and a chemical inventory sequence. The enterprise identifier is used for uniquely identifying the transaction party; the operating license image contains information such as the business scope of the transaction party; the historical transaction records can be the transaction records of the transaction party within a month, and can include information such as specific transaction objects and categories and quantities of transaction chemicals; and the chemical inventory sequence can be the inventory quantity of each chemical in the actual inventory of the transaction party.

[0061] The business scope information is obtained by extracting the business scope from the operating license image through image recognition technology.

[0062] In some embodiments, the control server 1 can perform recognition analysis on the business license image through image recognition technology, and extract the business scope information therefrom. The business scope information can be combined with the order demand of the transaction party to determine whether the transaction party needs to engage in a transaction involving a specific chemical. The specific chemical can be toluene.

[0063] According to the enterprise identifier, the public business scope information corresponding to the transaction party is obtained.

[0064] In some embodiments, the control server 1 can retrieve the public business scope information in the public database through the enterprise identifier, and obtain the public business scope information in the public database. The public business scope information can be used as a reference standard and compared with the business scope information in the transaction party's declaration information to determine whether the transaction party's information is true and valid.

[0065] The consistency of the business scope information and the public business scope information is verified, and a first verification result is generated.

[0066] In some embodiments, the control server 1 can compare the business scope information with the public business scope information and obtain a corresponding first verification result. The first verification result can be consistent or inconsistent.

[0067] If the first verification result indicates inconsistency, a first warning information is generated.

[0068] In some embodiments, if the business scope information and the public business scope information are inconsistent, the control server 1 can generate a first warning information based on the enterprise identifier, the business scope information, the public business scope information, and the first verification result, so that the operation and maintenance personnel determine that the transaction party's qualification is not passed. The first warning information can include the enterprise identifier, the business scope information, the public business scope information, and the first verification result.

[0069] If the first verification result indicates consistency, transaction order information of the transaction party is obtained. The transaction order information includes a plurality of CAS identifiers.

[0070] In some embodiments, if the business scope information and the public business scope information are consistent, the control server 1 can determine the transaction order information corresponding to the transaction party according to the enterprise identifier and the submission time corresponding to the declaration information. The transaction order information can include a plurality of CAS identifiers, representing the transaction demand of the transaction party for different chemicals.

[0071] According to the plurality of CAS identifiers, a list of CAS identifiers to be screened for the transaction order information is generated.

[0072] In some embodiments, the control server 1 can construct a plurality of CAS identifiers in the transaction order information as a list of CAS identifiers to be screened corresponding to the transaction order information. Wherein, the list of CAS identifiers to be screened can be used to determine whether the transaction party has dangerous chemical transaction behavior.

[0073] The list of CAS identifiers to be screened is matched with the preset dangerous CAS identifier list. If any CAS identifier to be screened in the list of CAS identifiers to be screened is successfully matched with the preset dangerous CAS identifier list, the license scope and the validity period are extracted from the business license image by image recognition technology to obtain the dangerous chemical business license information.

[0074] In some embodiments, the control server 1 can traverse the list of CAS identifiers to be screened to determine whether there is a CAS identifier to be screened in the list of CAS identifiers to be screened, and match it with the preset dangerous CAS identifier list. If any one of the CAS identifiers to be screened is successfully matched with the preset dangerous CAS identifier in the preset dangerous CAS identifier list, it indicates that the transaction party is involved in the transaction behavior of dangerous chemicals. The control server 1 can also use image recognition technology to extract the license scope of dangerous chemicals and the validity period of the business license from the business license image, and determine these information as the dangerous chemical business license information.

[0075] According to the enterprise identifier, the public dangerous chemical business license information corresponding to the transaction party is obtained; In some embodiments, the control server 1 can also retrieve the public database by enterprise identifier to obtain the public dangerous chemical license scope and the public business license validity period corresponding to the enterprise identifier in the public database, obtain the public dangerous chemical business license information, and then compare it with the transaction party's dangerous chemical business license information to determine whether the transaction party's dangerous chemical business license information is real and effective.

[0076] The consistency of the dangerous chemical business license information and the public dangerous chemical business license information is verified, and a second verification result is generated.

[0077] In some embodiments, the control server 1 can verify the consistency of the dangerous chemical business license information and the public dangerous chemical business license information, and generate a second verification result. Wherein, the second verification result can be consistent or inconsistent, which is used to determine whether the transaction party's dangerous chemical business license information is real and effective.

[0078] If the second verification result indicates inconsistency, a second warning information is generated.

[0079] In some embodiments, if the dangerous chemical business license information and the public dangerous chemical business license information are inconsistent, it is proved that there is false information in the dangerous chemical business license information of the transaction party. Based on this, the control server 1 can generate second warning information according to the enterprise identifier, the dangerous chemical business license information and the second verification result, so that the operation and maintenance personnel determine that the qualification of the transaction party is not passed. Finally, the control server 1 can also generate a transaction party qualification evaluation result for the transaction party qualification analysis. The transaction party qualification evaluation result can be passed or not passed. The second warning information can include the enterprise identifier, the dangerous chemical business license information and the second verification result.

[0080] The control server 1 is further configured to perform a transport party qualification analysis on the transport party, and the transport party qualification analysis includes: obtaining transport declaration information of the transport party, the transport declaration information including transport qualification information, driver qualification information, vehicle qualification information and historical transport information.

[0081] In some embodiments, as shown in Figure 2 The control server 1 can also perform a transport party qualification analysis on the transport party. The control server 1 can obtain transport declaration information from the database. The transport declaration information can include transport qualification information, driver qualification information, vehicle qualification information and historical transport information. The transport qualification information can be a scanned copy or an electronic record of a dangerous chemical road transport business license held by the transport enterprise, which is used to prove that the transport party has a legal dangerous chemical transport subject qualification. The driver qualification information can be a scanned copy or an electronic record of a road dangerous goods transport driver qualification certificate (or a work permit) of all drivers participating in the transport party, which is used to prove that the driver has the safety ability to operate dangerous chemical transport. The vehicle qualification information can be a dangerous goods transport vehicle permit, a vehicle technology level certificate and a periodic safety inspection record of the vehicle for all transport tasks of the transport party, which is used to prove that the vehicle meets the safety standards and technical requirements of dangerous chemical transport. The historical transport information can be the dangerous chemical order records of the transport party in the previous month, which can include the types and quantities of transported chemicals, the transport route, the transport time and the historical violation records, etc., which are used for subsequent dynamic risk analysis.

[0082] The transport qualification information and the driver qualification information are respectively subjected to consistency verification to obtain a transport qualification information verification result and a driver qualification information verification result. A transport party whose transport qualification information verification result and driver qualification information verification result are both consistent is determined as a compliant transport party.

[0083] In some embodiments, the control server 1 can retrieve corresponding public information from a public database based on the identifiers of the corresponding qualifications in the transportation qualification information and driver qualification information. This public information is then compared with both the transportation qualification information and the driver qualification information to obtain corresponding verification results. Transportation companies whose verification results for both transportation qualification information and driver qualification information are consistent are identified as compliant transportation companies. The public database can be a public information platform that can retrieve complete qualification information based on the qualification identifiers corresponding to different qualification information, thereby achieving consistency verification of transportation declaration information.

[0084] Based on the transaction order information, the transportation vehicle requirements are determined, and based on the vehicle qualification information and transportation vehicle requirements, transportation screening results are generated for compliant transportation providers.

[0085] In some embodiments, control server 1 can determine the transportation vehicle requirements for this shipment based on transaction order information (e.g., chemical name, chemical quantity, destination address of the transacting party, etc.). For example, tank trucks can be used to transport gaseous or liquid chemicals. Subsequently, the vehicle requirements are matched with multiple vehicles corresponding to compliant transporters, and vehicles meeting the requirements are selected and determined as the transportation screening results. Finally, control server 1 can also generate a transporter qualification assessment result based on the transporter's qualifications, which can be either pass or fail.

[0086] Among them, the anti-counterfeiting coating image includes the first type of anti-counterfeiting coating image, and a correlation analysis is performed on the radio frequency tag information and the anti-counterfeiting coating image, including: Based on the first type of anti-counterfeiting coating image, generate coating damage verification results for the anti-counterfeiting coating.

[0087] In some embodiments, the executing entity may be a sub-server 2. The anti-counterfeiting coating image may include a first type of anti-counterfeiting coating image. The sub-server 2 may combine the RFID tag information and the anti-counterfeiting coating image for correlation analysis to determine whether the chemical packaging box has been opened or dumped. The sub-server 2 may receive the first type of anti-counterfeiting coating image captured by the camera 4 and generate a coating damage verification result for the anti-counterfeiting coating.

[0088] If the coating damage verification result indicates that the coating has been damaged, a third warning message is generated based on the RFID tag information and sent to control server 1. The RFID tag information includes the recorded logistics node sequence.

[0089] In some embodiments, if the coating damage verification result is characterized as damaged, the sub-server 2 can extract the chemical packaging box identifier from the wireless radio frequency tag information, and extract the current node information from the logged-in node sequence, generate a third warning information, and send it to the control server 1, so that the control server 1 executes an emergency control strategy, for example, locks the subsequent warehouse entry process of the chemical packaging box. The third warning information is used to alert that the goods may have been illegally opened or tampered with.

[0090] If the coating damage verification result is not damaged, the transportation information including the preset logistics node sequence and the vehicle identifier sequence is obtained according to the order number.

[0091] In some embodiments, if the coating damage verification result is not damaged, the sub-server 2 can query and obtain the transportation information corresponding to the order number in the database according to the order number, and the transportation information includes a preset logistics node sequence and a vehicle identifier sequence, wherein the preset logistics node sequence refers to a plurality of logistics nodes configured in the preset logistics route, and the vehicle identifier sequence is the vehicle identifier of a plurality of transport vehicles corresponding to the order number.

[0092] The node information corresponding to the last logistics node in the logged-in node sequence is obtained, and the last logistics node information is determined.

[0093] In some embodiments, the sub-server 2 can obtain the logged-in node sequence from the wireless radio frequency tag information, and obtain the node information of the last logistics node of the logged-in node sequence. Wherein, the logged-in node sequence refers to a plurality of nodes that have been passed through and logged in by the vehicle corresponding to the current vehicle identifier according to the preset logistics route, and the last logistics node refers to the last node in the logged-in node, that is, the node corresponding to the vehicle corresponding to the current vehicle identifier, which is the last logged-in node. The node information can include node identifier and logistics node identifier.

[0094] According to the current sub-server identifier, the actual preset logistics node corresponding to the sub-server identifier in the preset logistics node sequence is obtained, and the node information corresponding to the previous preset logistics node of the actual preset logistics node is determined as the previous preset logistics node information.

[0095] In some embodiments, the current sub-server identifier refers to the sub-server identifier corresponding to the sub-server 2 configured in the current logistics node, and the sub-server 2 can query and determine the actual preset logistics node corresponding to the sub-server identifier in the preset logistics node sequence according to the sub-server identifier, and then obtain the node information corresponding to the previous preset logistics node of the actual preset logistics node, which is used for comparison with the node information corresponding to the last logistics node to determine whether the previous logistics node is correctly logged in.

[0096] The last logistics node information and the previous preset logistics node information are subjected to consistency checking to obtain a previous logistics node information checking result.

[0097] In some embodiments, the sub-server 2 can perform consistency checking on the last logistics node information and the previous preset logistics node information, and generate a corresponding previous logistics node information checking result.

[0098] If the previous logistics node information checking result indicates inconsistency, a fourth warning information is generated.

[0099] In some embodiments, if the previous logistics node information checking result indicates inconsistency, it means that the previous logistics node information of the chemical packaging box may not have been correctly entered due to an input operation error or the chemical packaging box being replaced. Therefore, the sub-server 2 can generate a fourth warning information in combination with the node identifier and the chemical packaging box identifier, so that the control server 1 executes an emergency control strategy, for example, locks the subsequent warehousing process of the chemical packaging box.

[0100] If the previous logistics node information checking result indicates consistency, a write instruction for the wireless radio frequency reader 3 is generated.

[0101] In some embodiments, if the previous logistics node information checking result indicates consistency, it means that the previous logistics node information has been correctly entered and the chemical packaging box has not been opened. Therefore, the sub-server 2 can generate a write instruction so that the wireless radio frequency reader 3 enters the current logistics node information into the wireless radio frequency tag 5.

[0102] The chemical packaging box is also provided with a second type of anti-counterfeiting coating, the anti-counterfeiting coating image further includes a second type of anti-counterfeiting coating image, and According to the first type of anti-counterfeiting coating image, a coating damage checking result for the anti-counterfeiting coating is generated, including: The first type of anti-counterfeiting coating damage checking result of the first type of anti-counterfeiting coating is obtained, and the second type of anti-counterfeiting coating damage checking result of the second type of anti-counterfeiting coating is obtained.

[0103] In some embodiments, as Figure 3 shown, the chemical packaging box is also provided with a second type of anti-counterfeiting coating, which can be arranged on the side of the box body of the chemical packaging box. The sub-server 2 can capture the first type of anti-counterfeiting coating image and the second type of anti-counterfeiting coating image through the camera 4, and identify and analyze through image recognition technology to obtain the first type of anti-counterfeiting coating damage checking result and the second type of anti-counterfeiting coating damage checking result.

[0104] If the first type of anti-counterfeiting coating damage checking result or the second type of anti-counterfeiting coating damage checking result indicates that it has been damaged, the coating damage checking result is determined to be damaged.

[0105] In some embodiments, if either the first type of anti-counterfeiting coating destruction verification result or the second type of anti-counterfeiting coating destruction verification result indicates that the coating destruction verification result of the chemical packaging box is determined to be destroyed.

[0106] If the verification result of the second type of anti-counterfeiting coating has been damaged, the chemical packaging box identifier corresponding to the anti-counterfeiting coating image is obtained, and a chemical packaging box tipping warning information is generated based on the chemical packaging box identifier.

[0107] In some embodiments, if the verification result of the second type of anti-counterfeiting coating damage indicates that it has been damaged, it means that the chemical packaging box may have tipped over during transportation, and the packaged chemicals may have been affected. Sub-server 2 can generate chemical packaging box tipping warning information based on the chemical packaging box identifier and node information corresponding to the chemical packaging box, so that staff can check whether the chemicals have been affected.

[0108] The generation of coating damage verification results for anti-counterfeiting coatings also includes: The corresponding vehicle identification is determined based on the chemical packaging box markings in the RFID tag information.

[0109] In some embodiments, sub-server 2 can query the database for the vehicle identifier corresponding to the chemical packaging box identifier based on the chemical packaging box identifier, thereby determining the transport vehicle where the chemical packaging box is located.

[0110] The damage rate of the anti-counterfeiting coating corresponding to vehicle identification is statistically analyzed.

[0111] In some embodiments, sub-server 2 can perform coating damage verification on the chemical packaging boxes inside the transport vehicle corresponding to each vehicle identifier, and calculate the anti-counterfeiting coating damage rate corresponding to the transport vehicle. For example, if the vehicle identifier sequence can correspond to transport vehicle A, transport vehicle B, and transport vehicle C, then sub-server 2 can calculate the anti-counterfeiting coating damage rate in transport vehicle A.

[0112] If the damage rate of the anti-counterfeiting coating is greater than or equal to the first damage rate threshold, then the proportion of vehicles with an anti-counterfeiting coating damage rate greater than or equal to the second damage rate threshold is counted to obtain the damage rate proportion.

[0113] In some embodiments, if the anti-counterfeit coating breakage rate is greater than or equal to the first breakage rate threshold (for example, the first breakage rate threshold can be 20%), the sub-server 2 can further calculate the anti-counterfeit coating breakage rate of the plurality of transport vehicles corresponding to the vehicle identification sequence, obtain an anti-counterfeit coating breakage rate sequence, and determine the proportion of the anti-counterfeit coating breakage rate in the anti-counterfeit coating breakage rate sequence that is greater than or equal to the second breakage rate threshold (for example, the second breakage rate threshold can be 40%), and obtain the breakage rate proportion. Wherein, when the anti-counterfeit coating breakage rate is less than the first breakage rate threshold, the chemical packaging box breakage in the transport vehicle can be an operation mistake during transfer in different nodes; when the anti-counterfeit coating breakage rate is greater than or equal to the first breakage rate threshold and less than the second breakage rate threshold, the chemical packaging box breakage in the transport vehicle can be caused by vehicle driving; when the anti-counterfeit coating breakage rate is greater than or equal to the second breakage rate threshold, the chemical packaging box breakage in the transport vehicle can be caused by vehicle driving, and the breakage rate is too high, which can be a serious problem in the transportation route.

[0114] If the breakage rate proportion reaches the preset breakage rate proportion threshold, the road condition warning information is generated according to the sub-server identifier and the preset logistics node sequence.

[0115] In some embodiments, the sub-server 2 can compare the breakage rate proportion with the preset breakage rate proportion (for example, the preset breakage rate proportion can be 30%) threshold, if the breakage rate proportion reaches the preset breakage rate proportion threshold, the reason for the anti-counterfeit coating of the chemical packaging box being damaged in the vehicle identification sequence can be that the road condition has a problem, the sub-server 2 can determine the current logistics node corresponding to the sub-server 2 and the corresponding previous logistics node through the sub-server identifier and the preset logistics node sequence, and determine the road condition between the two as a fault road condition, and generate road condition warning information, so that the control server 1 adjusts the subsequent transaction order corresponding to the logistics route according to the road condition warning information.

[0116] Wherein, the control server 1 is further configured to adjust the to-be-corrected preset logistics node sequence corresponding to the to-be-corrected order number according to the road condition warning information, comprising: Obtain the to-be-checked order number within the preset time to obtain a to-be-checked order number sequence.

[0117] In some embodiments, the control server 1 can query a plurality of to-be-checked order numbers within a preset time in the database to obtain a to-be-checked order number sequence. Wherein, the preset time can be three days, and the control server 1 can retrieve and obtain a plurality of to-be-checked order numbers within the next three days; the to-be-checked order number refers to an order number that has passed the transaction party qualification analysis and the transport party qualification analysis and is waiting for execution, and the control server 1 can update the preset logistics node sequence in these order numbers for the road condition warning information.

[0118] Obtain fault road section information from the road condition warning information, and screen in the to-be-verified order number sequence according to the fault road section information to obtain a to-be-corrected order number sequence.

[0119] In some embodiments, the control server 1 can obtain fault road section information from the road condition warning information, determine the specific fault road section corresponding to the fault road section information, and then screen in the to-be-verified order number sequence according to the preset logistics node information corresponding to each to-be-verified order number, to determine the to-be-verified order number sequence as a plurality of to-be-corrected order numbers existing in the specific fault road section.

[0120] For each to-be-corrected order number in the to-be-corrected order number sequence, the corresponding end position information is obtained according to the to-be-corrected order number, and the to-be-corrected order number corresponding to the to-be-corrected preset logistics node sequence is updated according to the end position information and the fault road section information.

[0121] In some embodiments, the control server 1 can retrieve the corresponding end position information in the database through the to-be-corrected order number, and then re-plan the preset logistics node sequence excluding the specific fault road section according to the end position information, the specific fault road section in the fault road section information, and the warehouse location information, to avoid being affected by the specific fault road section again in subsequent transportation.

[0122] In these embodiments, the scientificity and environmental stability of the allocation of dangerous chemicals to the storage area are improved. Specifically, by deploying the warehouse management strategy and constructing the stability index of the to-be-warehoused chemicals including temperature, illumination, volatility and other dimensions, the preliminary screening of the storage area is realized. On this basis, the warehouse monitoring strategy calculates the storage area environmental index by using the warehouse frequency influence factor and abnormal sensor index frequency, and distributes the chemicals to the most stable and healthiest area by ascending sequence screening of the storage area sequence. This decision mechanism combining the properties of the chemicals and the dynamic health status of the area effectively reduces the safety risks caused by improper storage environment.

[0123] In some embodiments, in order to further solve the technical problem three described in the background section, i.e., the existing qualification review of transaction parties and transportation parties in the supply chain relies too much on static compliance files, and it is difficult to effectively identify potential risk signals in the transportation process, some embodiments of the present application are used to determine the potential risk level of the transaction party and the potential risk level of the transportation party, including: According to the historical transaction records and the preset dangerous CAS identification list, a plurality of dangerous chemical transaction volume trend charts of the transaction party are determined.

[0124] In some embodiments, the control server 1 can take the historical transaction records as a data source, and in combination with the preset dangerous CAS identification list, screen out a plurality of dangerous chemicals in the historical transaction records, and count the historical transaction volume corresponding to the plurality of dangerous chemicals to obtain a plurality of dangerous chemical transaction volume trend graphs of the transaction party. The historical transaction records can be selected from the transaction records of the transaction party in the previous month. For example, the plurality of dangerous chemicals screened out in the historical transaction records can be methylbenzene and concentrated sulfuric acid, and the plurality of dangerous chemical transaction volume trend graphs corresponding thereto can be trend graphs constructed for the transaction volume of methylbenzene and concentrated sulfuric acid in a month, respectively.

[0125] If any of the plurality of dangerous chemical transaction volume trend graphs is abnormal, the control server 1 can obtain a plurality of transaction objects corresponding to the transaction party according to the historical transaction records, each of the plurality of transaction objects corresponding to a plurality of dangerous chemical demand change amounts, and determine a transaction object risk sequence corresponding to the transaction party according to the plurality of dangerous chemical demand change amounts.

[0126] In some embodiments, the control server 1 can first determine whether there is an abnormal dangerous chemical transaction volume trend graph in the plurality of dangerous chemical transaction volume trend graphs. If any of the dangerous chemical transaction volume trend graphs is abnormal, the control server 1 can obtain a plurality of transaction objects in the historical transaction records of the transaction party, then determine the dangerous chemical demand change amount of each transaction object for the plurality of transaction objects, determine the transaction object with an abnormal increase in the change amount as a risk transaction object, and finally obtain a transaction object risk sequence corresponding to the transaction party. For the dangerous chemical transaction volume trend graph, the dangerous chemical can be methylbenzene. If the methylbenzene transaction volume growth percentage is greater than or equal to a transaction volume growth threshold (for example, the transaction volume growth threshold can be 50%), it is determined that the transaction volume trend of methylbenzene is abnormal. For the dangerous chemical demand change amount of the plurality of transaction objects, the plurality of transaction objects can be transaction object A and transaction object B. The dangerous chemical involved in transaction object A can be methylbenzene, and the dangerous chemical involved in transaction object B can be concentrated sulfuric acid. If the methylbenzene demand change amount growth percentage is greater than or equal to a demand change amount threshold (for example, the demand change amount threshold can be 50%), it is determined that the demand change amount of methylbenzene is abnormally increased, and transaction object A is determined as a risk transaction object. Finally, transaction object A is added to the transaction object risk sequence.

[0127] The control server 1 can obtain a transaction frequency corresponding to the transaction object risk sequence, and determine a potential risk level of the transaction party according to the transaction frequency.

[0128] In some embodiments, the control server 1 can count the transaction frequency of each risk transaction object in the transaction object risk sequence, and determine the transaction party potential risk level of the transaction party through the transaction frequency. Wherein, the risk transaction object in the transaction object risk sequence can be the transaction object A, the dangerous chemical involved can be toluene, and the transaction frequency and the transaction party potential risk level can be: the transaction frequency is less than or equal to 5 times / month, and the transaction party potential risk level can be low; the transaction frequency is greater than 5 times / month and less than or equal to 15 times / month, and the transaction party potential risk level can be medium; the transaction frequency is greater than 15 times / month, and the transaction party potential risk level can be high. If the transaction frequency between the transaction party and the transaction object A is 20 times / month, the transaction party potential risk level of the transaction party can be high.

[0129] According to the historical transportation information, a plurality of transportation participants of the transportation party is obtained, a plurality of dangerous chemical transportation change amounts corresponding to each transportation participant in the plurality of transportation participants is determined, and according to the plurality of dangerous chemical transportation change amounts, a transportation participant risk sequence corresponding to the transportation party is determined.

[0130] In some embodiments, the control server 1 can obtain a plurality of transportation participants of the transportation party within a period of time through the historical transportation information query of the transportation declaration information of the transportation party. For example, by selecting the historical transportation information of one month, the plurality of transportation participants of the transportation party within one month can be obtained. The transportation participant can be a transaction party or a transit transportation party, and each transportation participant can have a plurality of dangerous chemical transportation change amounts. For example, for the transportation participant C, the dangerous chemicals involved can be toluene and concentrated sulfuric acid, and there are toluene transportation change amount and concentrated sulfuric acid change amount corresponding. For each transportation participant, if the growth percentage of any dangerous chemical transportation change amount in the plurality of dangerous chemical transportation change amounts corresponding thereto is greater than or equal to the transportation change amount growth threshold (for example, the transportation change amount growth threshold can be 50%), it is determined that the transportation participant has risks, and the plurality of transportation participants with risks are constructed as the transportation participant risk sequence corresponding to the transportation party. For example, for the transportation participant C, the transportation change amount growth percentage of toluene is 55%, and the transportation participant C is determined to be a risk transportation participant.

[0131] According to the transaction frequency corresponding to the transportation participant risk sequence, the transportation party potential risk level of the transportation party is determined.

[0132] In some embodiments, the control server 1 can count the transaction frequency of each transportation participant in the transportation participant risk sequence, and determine the transportation participant potential risk level of the transportation participant according to the transaction frequency. Wherein, the risk transportation participant in the transportation participant risk sequence can be the transportation participant C, the dangerous chemical involved can be concentrated sulfuric acid, and the transaction frequency and the transportation participant potential risk level can be: the transaction frequency is less than or equal to 5 times / month, the transportation participant potential risk level can be low; the transaction frequency is greater than 5 times / month and less than or equal to 12 times / month, the transportation participant potential risk level can be medium; the transaction frequency is greater than 12 times / month, the transportation participant potential risk level can be high. If the transaction frequency between the transportation participant and the transportation participant C is 15 times / month, the transportation participant potential risk level of the transportation participant can be high.

[0133] According to the transaction party corresponding transaction party qualification evaluation result and transaction party potential risk level, the real-time transaction party trust index is constructed by the following formula:

[0134] Wherein, is the real-time transaction party trust index; is the weight corresponding to the transaction party qualification evaluation result; is the score corresponding to the transaction party qualification evaluation result; is the weight corresponding to the transaction party potential risk level; is the score corresponding to the transaction party potential risk level.

[0135] In some embodiments, the control server 1 can construct the real-time transaction party trust index according to the transaction party qualification evaluation result and the transaction party potential risk level. Wherein, the corresponding normalized score of the transaction party qualification evaluation result is 1 when the transaction party qualification evaluation result is passed; the corresponding normalized score of the transaction party qualification evaluation result is 0 when the transaction party qualification evaluation result is not passed; the weight corresponding to the transaction party qualification evaluation result can be 0.3; the weight corresponding to the transaction party potential risk level can be 0.7; the score corresponding to the transaction party potential risk level can be 0.67 when the transaction party potential risk level is low; the score corresponding to the transaction party potential risk level can be 0.33 when the transaction party potential risk level is medium; the score corresponding to the transaction party potential risk level can be 0 when the transaction party potential risk level is high. For example, for the transaction party A, if the transaction party qualification evaluation result is passed (the score can be 1), the transaction party potential risk level is low (the score can be 0.67), and the real-time transaction party trust index can be 0.769.

[0136] According to the real-time transaction party trust index and the historical transaction party trust index, the updated transaction party trust index is generated by the following formula:

[0137] Wherein, for updating the transaction party trust index after the update; for historical trust weight; for the last transaction party trust index; for real-time transaction party trust index.

[0138] In some embodiments, the control server 1 can obtain the last transaction party trust index by querying, and combine the real-time transaction party trust index to obtain the transaction party trust index after the update, which can be used for intervention in the transaction party qualification analysis next time. Wherein, when the transaction party potential risk level of the transaction party in the past month is all low, the historical trust weight can be 0.8; when the transaction party potential risk level of the transaction party in the past month, there is transaction party potential risk level for medium or high, the historical trust weight can be 0.2. For example, for transaction party A, the transaction party potential risk level in the past month is all low, the historical trust weight can be 0.8, the last transaction party trust index can be 0.85, the real-time transaction party trust index can be 0.769, and the transaction party trust index after the update can be 0.834. According to the transport party qualification evaluation result corresponding to the transport party and the transport party potential risk level, the real-time transport party trust index is constructed by the following formula:

[0139] wherein, for real-time transport party trust index; for the weight corresponding to the transport party qualification evaluation result; for the score corresponding to the transport party qualification evaluation result; for the weight corresponding to the transport party potential risk level; for the score corresponding to the transport party potential risk level.

[0140] In some embodiments, the control server 1 can construct the real-time transport party trust index through the transport party qualification evaluation result this time and the transport party potential risk level. Wherein, the transport party qualification evaluation result is passed, the corresponding normalized score can be 1; the transport party qualification evaluation result is not passed, the corresponding normalized score can be 0; the weight corresponding to the transport party qualification evaluation result can be 0.3; the weight corresponding to the transport party potential risk level can be 0.7; the transport party potential risk level is low, the corresponding score can be 0.67; the transport party potential risk level is medium, the corresponding score can be 0.33; the transport party potential risk level is high, the corresponding score can be 0. For example, for transport party B, if the transport party qualification evaluation result is passed (the score can be 1), the transport party potential risk level is medium (the score can be 0.33), the real-time transport party trust index can be 0.531.

[0141] According to the real-time transport trust index and the historical transport trust index, an updated transport trust index is generated by the following formula:

[0142] wherein, is the updated transport trust index; is a historical trust weight; is the last transport trust index; is the real-time transport trust index.

[0143] In some embodiments, the control server 1 can obtain the last transport trust index by querying, and obtain the updated transport trust index in combination with the real-time transport trust index, which can be used for intervention in the next transport qualification analysis. When the transport potential risk level of the transport in the past month is low, the historical trust weight can be 0.8; when the transport potential risk level of the transport in the past month is medium or high, the historical trust weight can be 0.2. For example, for transport B, the transport potential risk level in the past month is low, the historical trust weight can be 0.8, the last transport trust index can be 0.75, the real-time transport trust index can be 0.531, and the updated transport trust index can be 0.706.

[0144] According to the real-time transaction trust index, the transaction is risk corrected; according to the updated transaction trust index, the next qualification analysis of the transaction is intervened.

[0145] In some embodiments, the control server 1 can compare the real-time transaction trust index with the first transaction trust index threshold value, if the real-time transaction trust index is greater than or equal to the first transaction trust index threshold value, no risk correction can be performed; if the real-time transaction trust index is less than the first transaction trust index threshold value, all CAS identifiers in the transaction object risk sequence can be extracted and de-duplicated to obtain a to-be-limited CAS identifier sequence, and risk transaction intervention information is generated to enable the staff to limit the transaction of the transaction according to the to-be-limited CAS identifier sequence. The first transaction trust index threshold value can be 0.65. For example, the to-be-limited CAS identifier sequence corresponding to the transaction A can be toluene and concentrated sulfuric acid, and when the real-time transaction trust index corresponding to the transaction A is 0.59, the corresponding risk transaction intervention information can be: the transaction amount limit of toluene and concentrated sulfuric acid of the transaction A is 30%.

[0146] The control server 1 can also generate a transaction party qualification analysis preprocessing result by comparing the updated transaction party trust index with a second transaction party trust index threshold when the transaction party is next analyzed for transaction party qualification. The second transaction party trust index threshold can be 0.6. When the updated transaction party trust index is greater than the second transaction party trust index threshold, the transaction party qualification analysis can continue. When the updated transaction party trust index is less than or equal to the second transaction party trust index threshold, a transaction party qualification analysis preprocessing result is generated to stop the staff from analyzing the transaction party for transaction party qualification. For example, for transaction object A, if the updated transaction party trust index is 0.834 before the next transaction party qualification analysis, the transaction party qualification analysis can continue. For transaction object C, if the updated transaction party trust index is 0.56 before the next transaction party qualification analysis, the corresponding transaction party qualification analysis preprocessing result can be not recommended to continue.

[0147] According to the real-time transport party trust index, the transport party is risk corrected; according to the updated transport party trust index, the next qualification analysis of the transport party is intervened.

[0148] In some embodiments, the control server 1 can compare the real-time transport party trust index with a first transport party trust index threshold. If the real-time transport party trust index is greater than or equal to the first transport party trust index threshold, no risk correction can be performed. If the real-time transport party trust index is less than the first transport party trust index threshold, the transport participant with the highest transaction frequency can be obtained from the transport participant risk sequence, and risk transport intervention information can be generated to limit the transaction frequency of the transport participant by the staff. The first transport party trust index threshold can be 0.65. For example, the real-time transport party trust index corresponding to transport party B can be 0.56, and the transport participant with the highest transaction frequency can be transaction party A. The risk transport intervention information can be to limit the transaction frequency between transport party B and transaction party A to 4 times per month.

[0149] The control server 1 can also generate a transport party qualification analysis preprocessing result by comparing the updated transport party trust index with a second transport party trust index threshold when the transport party is next analyzed for transport party qualification. The second transport party trust index threshold can be 0.6. When the updated transport party trust index is greater than the second transport party trust index threshold, the transport party qualification analysis can continue. When the updated transport party trust index is less than or equal to the second transport party trust index threshold, a transport party qualification analysis preprocessing result is generated to stop the staff from analyzing the transport party for transport party qualification. For example, for transport participant B, if the updated transport party trust index is 0.51 before the next transport party qualification analysis, the corresponding transport party qualification analysis preprocessing result can be not recommended to continue.

[0150] In these embodiments, the depth and dynamic risk modification of the qualification examination of the supply chain participants (transaction parties, transportation parties) are realized. Specifically, after completing the static qualification consistency check of the transaction parties and the transportation parties, dynamic risk analysis is further performed based on the historical transactions and transportation records. Including: constructing a risk sequence according to the transaction volume, transportation volume change, transaction frequency, transportation frequency of dangerous chemicals, and generating the potential risk level of the transaction parties and the transportation parties. At the same time, the transaction party qualification evaluation result and the potential risk level of the transaction party are used to construct a real-time transaction party trust index; the transportation party qualification evaluation result and the potential risk level of the transportation party are used to construct a real-time transportation party trust index, and the subsequent transaction activities of the subjects (such as the potential risk level is medium or high) that pass the qualification analysis but have high risks are limited through the real-time transaction party trust index and the real-time transportation party trust index, which greatly improves the forward-looking identification ability of the potential malicious behavior and systematic risk of the supply chain.

[0151] The above description is only some of the preferred embodiments of the present application and the explanation of the applied technical principles. Those skilled in the art should understand that the scope of the application involved in the present application is not limited to the technical solutions formed by the specific combinations of the above technical features, and should also cover other technical solutions formed by any combination of the above technical features or their equivalent features without departing from the above inventive concept. For example, the above features are replaced with the technical features disclosed in the present application (but not limited to) having similar functions to form a technical solution.

Claims

1. A data sharing, early warning, and analysis system for product management, characterized in that, include: A radio frequency tag, wherein the radio frequency tag stores radio frequency tag information and is set in the sealing area of ​​a chemical packaging box, and the surface of the radio frequency tag is covered with a first type of anti-counterfeiting coating, the first type of anti-counterfeiting coating covering the sealing area; A camera, used to capture images of the anti-counterfeiting coating; Multiple sub-servers are deployed with a transportation verification strategy, which is to perform joint analysis on the radio frequency tag information and the anti-counterfeiting coating image. A wireless radio frequency reader / writer is used to receive write instructions from a sub-server and update the wireless radio frequency tag information. The wireless radio frequency reader / writer is also used to collect the wireless radio frequency tag information. The camera is associated with the wireless radio frequency reader / writer. A control server is used to analyze multiple environmental data and generate sensor anomaly index frequencies. The control server obtains the radio frequency tag information by communicating with the multiple sub-servers. The control server is equipped with an inbound management strategy and a warehouse monitoring strategy. The inbound management strategy is as follows: determine the storage area sequence through stability indicators, filter the storage area sequence through storage area environmental indicators, and determine the storage area.

2. The data sharing, early warning, and analysis system for controlled products according to claim 1, characterized in that, The control server is further configured to execute the inbound management strategy based on the inbound information, wherein executing the inbound management strategy based on the inbound information includes: Construct a sequence of chemicals to be stored corresponding to the storage information; Generate a corresponding stability index for each chemical in the sequence of chemicals to be stored, and determine the corresponding storage area sequence based on the stability index; For each storage area in the storage area sequence, the corresponding storage area environmental indicators are determined based on the inbound / outbound frequency and the sensor abnormality index frequency corresponding to each storage area. Based on the storage area environment indicators, the storage area sequence is sorted to determine the storage area.

3. The data sharing, early warning, and analysis system for controlled products according to claim 2, characterized in that, The control server is further configured to adjust the storage area sequence based on multiple sensors and the warehouse monitoring strategy, wherein the multiple sensors correspond one-to-one with the multiple environmental data, and the adjustment of the storage area sequence based on the multiple sensors and the warehouse monitoring strategy includes: Acquire multiple historical sensor data corresponding to the multiple sensors, and generate multiple sensor data fluctuation ranges for the multiple historical sensor data; Based on the fluctuation range of the multiple sensor data and the multiple environmental data, multiple environmental data fluctuation results are generated. If any of the multiple environmental data fluctuation results indicates an abnormal fluctuation, a warehouse early warning information is generated. For each of the multiple environmental data fluctuation results, the abnormal sensor category and the corresponding abnormal sensor identifier are determined based on the environmental data fluctuation result. Based on the abnormal sensor category, the abnormal sensor identifier, and the multiple historical sensor data, determine the abnormal frequency corresponding to the abnormal sensor identifier; If the abnormal frequency reaches a preset abnormal frequency threshold, the storage area corresponding to the abnormal sensor identifier is determined as a risk storage area, and the storage area sequence is corrected according to the risk storage area.

4. The data sharing, early warning, and analysis system for controlled products according to claim 3, characterized in that, The control server is also used to perform trader qualification analysis on the trading parties, which includes: Obtain the declaration information of the transacting party, which includes enterprise identification, business license image, historical transaction records, and chemical inventory sequence; The business scope information is obtained by extracting the business license image using image recognition technology. Based on the enterprise identifier, obtain the publicly available business scope information corresponding to the transacting party; A consistency check is performed between the stated business scope information and the publicly disclosed business scope information, and a first check result is generated; If the first verification result is inconsistent, a first warning message is generated; If the first verification result is consistent, then the transaction order information of the transacting party is obtained, and the transaction order information includes multiple CAS identifiers; Based on the multiple CAS identifiers, a list of CAS identifiers to be screened for the transaction order information is generated; The list of CAS identifiers to be screened is matched with a preset list of hazardous CAS identifiers. If any CAS identifier in the list of CAS identifiers to be screened is successfully matched with the preset list of hazardous CAS identifiers, the scope of the license and the validity period are extracted from the business license image using image recognition technology to obtain hazardous chemical business license information. Based on the enterprise identifier, obtain the publicly available hazardous chemical business license information corresponding to the trading party; A consistency verification is performed between the hazardous chemicals business license information and the publicly available hazardous chemicals business license information, and a second verification result is generated; If the second verification result is inconsistent, a second warning message is generated.

5. The data sharing, early warning, and analysis system for controlled products according to claim 4, characterized in that, The control server is also used to perform transporter qualification analysis, which includes: Obtain the transportation declaration information of the transporter, which includes transportation qualification information, driver qualification information, vehicle qualification information, and historical transportation information; The consistency of the transportation qualification information and the driver qualification information is verified separately to obtain the verification results of the transportation qualification information and the driver qualification information. The transportation party whose verification results of the transportation qualification information and the driver qualification information are consistent is determined to be a compliant transportation party. Based on the transaction order information, the transportation vehicle requirements are determined, and based on the vehicle qualification information and the transportation vehicle requirements, transportation screening results are generated for the compliant transportation providers.

6. The data sharing, early warning, and analysis system for controlled products according to claim 5, characterized in that, The anti-counterfeiting coating image includes a first type of anti-counterfeiting coating image. The joint analysis of the RFID tag information and the anti-counterfeiting coating image includes: Based on the first type of anti-counterfeiting coating image, generate a coating damage verification result for the anti-counterfeiting coating; If the coating damage verification result indicates that the coating has been damaged, a third warning message is generated based on the RFID tag information and sent to the control server. The RFID tag information includes the recorded logistics node sequence. If the coating damage verification result indicates no damage, then based on the order number, the transportation information is obtained, which includes a preset logistics node sequence and a vehicle identification sequence; Obtain the node information corresponding to the last logistics node in the recorded logistics node sequence, and determine it as the last logistics node information; Based on the current sub-server identifier, obtain the actual preset logistics node corresponding to the sub-server identifier from the preset logistics node sequence, and determine the node information corresponding to the previous preset logistics node of the actual preset logistics node as the previous preset logistics node information. The consistency of the last logistics node information and the previous preset logistics node information is verified to obtain the verification result of the previous logistics node information. If the verification result of the previous logistics node information is inconsistent, a fourth warning message will be generated. If the verification result of the previous logistics node information is consistent, then the write instruction for the wireless radio frequency reader is generated.

7. The data sharing, early warning, and analysis system for controlled products according to claim 6, characterized in that, The chemical packaging box is also equipped with a second type of anti-counterfeiting coating, and the anti-counterfeiting coating image also includes a second type of anti-counterfeiting coating image, and The step of generating a coating damage verification result for the anti-counterfeiting coating based on the first type of anti-counterfeiting coating image includes: Obtain the first type of anti-counterfeiting coating damage verification result of the first type of anti-counterfeiting coating, and obtain the second type of anti-counterfeiting coating damage verification result of the second type of anti-counterfeiting coating; If the verification result of the first type of anti-counterfeiting coating destruction or the verification result of the second type of anti-counterfeiting coating destruction indicates that the coating destruction has been destroyed, then the verification result of the coating destruction is determined to be destroyed. If the verification result of the second type of anti-counterfeiting coating has been damaged, the chemical packaging box identifier corresponding to the anti-counterfeiting coating image is obtained, and a chemical packaging box tipping warning information is generated based on the chemical packaging box identifier.

8. The data sharing, early warning, and analysis system for controlled products according to claim 7, characterized in that, The generation of coating damage verification results for the anti-counterfeiting coating also includes: The corresponding vehicle identifier is determined based on the chemical packaging box identifier in the radio frequency tag information; Statistics on the damage rate of anti-counterfeiting coatings corresponding to vehicle identification marks; If the damage rate of the anti-counterfeiting coating is greater than or equal to the first damage rate threshold, and the damage rate of the anti-counterfeiting coating is less than the second damage rate threshold, then an operation error warning message is generated based on the sub-server identifier. If the damage rate of the anti-counterfeiting coating is greater than or equal to the second damage rate threshold, then the proportion of vehicles with an anti-counterfeiting coating damage rate greater than or equal to the second damage rate threshold is counted to obtain the damage rate proportion. If the damage rate percentage reaches a preset damage rate percentage threshold, then a road condition warning is generated based on the sub-server identifier and the preset logistics node sequence.

9. The data sharing, early warning, and analysis system for controlled products according to claim 8, characterized in that, The control server is also used to adjust the preset logistics node sequence corresponding to the order number to be corrected according to the road condition warning information, including: Obtain the order numbers to be verified within a preset time period to obtain the sequence of order numbers to be verified; The faulty road section information is obtained from the traffic condition warning information, and the faulty road section information is used to filter the order number sequence to be checked to obtain the order number sequence to be corrected. For each order number to be corrected in the order number sequence, obtain the corresponding destination location information based on the order number to be corrected, and update the preset logistics node sequence to be corrected corresponding to the order number to be corrected based on the destination location information and the faulty road segment information.

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