Chemical transportation industry chain management system and method
By collecting and analyzing the data of chemical transportation vehicles, dynamically adjusting the weight coefficient to calculate the priority of vehicle selection, and monitoring the vehicle status in real time, the problems of safety and inefficiency in chemical transportation are solved, and safety and efficiency are improved.
Patent Information
- Application Number
- CN202510811999.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-06-18
- Publication Date
- 2025-07-18
- Estimated Expiration
- 2045-06-18
AI Technical Summary
In the prior art, the vehicle selection and decision-making cannot be automatically adjusted according to the characteristics of chemical products and real-time weather changes in chemical transportation, resulting in low transportation safety and efficiency and insufficient abnormal detection accuracy.
By collecting the driving data of chemical transport vehicles, on-board cargo temperature, enterprise accident rate and weather information, dynamically adjusting the weight coefficient, calculating the efficiency and safety evaluation indicators of chemical transport vehicles, screening priority, and monitoring the vehicle status in real time, setting dynamic monitoring thresholds for early warning.
It improves the safety and efficiency of chemical transportation, reduces the incidence of accidents, and enhances the monitoring accuracy of abnormal situations.
Smart Images

Figure CN120338645A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of chemical transportation management, and particularly to a chemical transportation industrial chain management system and method. Background Art
[0002] The chemical transportation industrial chain involves multiple links, including the production, warehousing, transportation, distribution, and sales of chemical products, etc. Each link is interrelated and mutually influential, and efficient coordination and management are required to ensure the smooth operation of the entire industrial chain; most chemical products have characteristics such as flammable, explosive, toxic, and harmful. Once accidents such as leakage and fire occur during transportation, they will pose a serious threat to human life, the environment, and property. Therefore, chemical transportation has extremely high requirements for safety and requires strict safety management and monitoring measures. With the development of the Internet of Things technology, a large amount of data has been generated in the chemical transportation industrial chain, such as vehicle driving data, cargo status data, environmental monitoring data, etc.; when making decisions on chemical transportation in the current technology, it is impossible to automatically adjust the selection and decision-making of chemical transportation vehicles according to the characteristics of chemical products, and only models constructed based on historical data are used for management and decision-making, lacking the prediction of possible problems. Therefore, the insufficient prediction ability of possible environmental impacts leads to low transportation safety and transportation efficiency, and there will be situations where the results analyzed from historical data are different; and currently, when monitoring the situation of transportation vehicles, the method of setting fixed thresholds for anomaly detection has problems of untimely accident discovery and low accuracy in judging abnormal situations. Summary of the Invention
[0003] The purpose of the present invention is to provide a chemical transportation industrial chain management system and method to solve the problems raised in the prior art.
[0004] To achieve the above purpose, the present invention provides the following technical solution: A chemical transportation industrial chain management method, the method includes the following steps: S1. Collect the driving data of chemical transportation vehicles and the temperature information of the on-vehicle cargo, collect the accident rate and on-time delivery rate of chemical transportation vehicles of different enterprises, and collect weather information and chemical product hazard degree information in real time; S2. Analyze the chemical transportation efficiency and transportation safety evaluation indexes of different chemical transportation vehicles according to the collected information; S3. Analyze and calculate the vehicle selection priority according to the analyzed chemical transportation efficiency and transportation safety evaluation indexes, and adjust the weights according to the collected weather information and chemical product hazard degree information; S4. Dispatch chemical transportation vehicles according to the analyzed vehicle selection priority and monitor the selected vehicles in real time.
[0005] Further, in step S1: collect the acceleration, driving time, and driving distance of the chemical transportation vehicle during driving through the on-vehicle device, and collect the temperature information of the on-vehicle cargo; collect the accident rate and on-time delivery rate of different chemical transportation enterprises through the enterprise's historical transportation information, and collect the danger level information of chemical products; collect the weather information in real time through the weather station; conduct preliminary processing on the collected information. First, remove irrelevant information through denoising and filtering, then compare and analyze the collected cargo temperature information to obtain the temperature fluctuation value of the on-vehicle chemical products; and analyze the danger level of chemical products based on the collected types of chemical products and the characteristics of different products; analyze the quality of the day's weather based on the collected weather information; compare and analyze the acceleration information of the chemical transportation vehicle to obtain the maximum acceleration value during driving.
[0006] Further, in step S2: through the transportation time t of the chemical transportation vehicle collected on a transportation route i and the transportation distance L i , where i represents the label of different transportation routes; and collect the vehicle utilization rate M and the on-time delivery rate J; analyze and weighted fuse the collected data to obtain the chemical transportation efficiency of the chemical vehicle; the chemical transportation efficiency is calculated by the following formula: ; where, W1 represents the chemical transportation efficiency; c1 represents the influence weight of the chemical transportation rate on the chemical transportation efficiency, c2 represents the influence weight of the on-time delivery rate on the chemical transportation efficiency, c3 represents the influence weight of the vehicle utilization rate on the chemical transportation efficiency; represents the chemical transportation rate reference value; t s represents the actual transportation time of the vehicle, t k represents the available transportation time of the vehicle, t s and the ratio of t k represents the vehicle utilization rate M; Through the analysis and fusion of the temperature fluctuation value ΔT of the on-vehicle cargo during the chemical transportation process, the maximum acceleration value a max monitored when the chemical transportation vehicle has a speed change; and the vehicle accident rate S, obtain the safety evaluation index W2 of chemical transportation; the safety evaluation index of chemical transportation is calculated by the following formula: ; where, W2 represents the safety evaluation index of chemical transportation; represents the temperature fluctuation threshold of the on-vehicle cargo; a0 represents the vehicle acceleration reference value during chemical transportation; c4 represents the influence weight of the temperature fluctuation value of the on-vehicle cargo on the safety of chemical transportation, c5 represents the influence weight of the maximum vehicle acceleration value on the safety of chemical transportation, c6 represents the influence weight of the accident rate on the safety of chemical transportation; Set up a screening mechanism for combining chemical transportation efficiency and chemical transportation safety evaluation indicators to conduct the first round of screening on chemical transportation vehicles; set a screening threshold W 1min and W 2min ,W 1min where represents the screening threshold for chemical transportation efficiency, and W 2min represents the screening threshold for chemical transportation safety evaluation indicators; compare and analyze the calculated W1 and W2 with the set screening thresholds to screen out unqualified vehicles; the comparison and analysis results are as follows: If W1>W 1min and W2>W 2min ,it is judged that the vehicle has high chemical transportation efficiency and high safety, and is rated as a vehicle of level A1, and a classification priority Q is set for the vehicle of level A1 A1 ; If W1≤W 1min and W2>W 2min ,it is judged that the vehicle has high transportation safety and is rated as a vehicle of level A2, and a classification priority Q is set for the vehicle of level A2 A2 ; If W2≤W 2min ,it is judged that the transportation safety of the vehicle is low, and such vehicles will be screened out in advance and not enter the subsequent selection range of chemical transportation vehicles.
[0007] Furthermore, in step S3: Calculate the selection priority Q of chemical transportation vehicles according to the analyzed chemical transportation efficiency and chemical transportation safety evaluation indicators. When calculating the selection priority of chemical transportation vehicles, set the weight of chemical transportation efficiency as ,and the weight of chemical transportation safety evaluation indicators as ,then calculate the vehicle selection priority Q according to the following formula: ; where, Q represents the vehicle selection priority; When calculating the selection priority of vehicles for chemical transportation, the weights and It is a dynamically changing value, which is adjusted according to the degree of danger of the chemical products collected and the quality of the weather on the day of chemical transportation. For example, if the degree of danger of the chemical products to be transported is high, such as flammable, explosive or toxic substances, or the weather conditions are poor, such as rain, fog and snow, etc., then the weight of the chemical transportation safety assessment index in the calculation of vehicle selection priority should be increased. If the degree of danger of the chemical products to be transported is low, such as flammable or slightly toxic but not explosive products, or the weather conditions are good, such as sunny or cloudy days, then the weight of transportation efficiency can be slightly increased to improve transportation efficiency on the basis of safety. The degree of danger D of the chemical products is obtained from the chemical product information provided by the chemical product supplier. The higher the value of D, the higher the degree of danger of the chemical products. According to the meteorological satellite, the weather conditions on the day of chemical transportation are collected in real time, and the quality of the weather is set as G. The higher the value of G, the better the weather conditions. and It is adjusted and changed according to the following formula: ; ; Among them, represents the reference value of the set weight ; represents the reference value of the set weight ; D0 represents the reference value of the degree of danger of chemical products; G0 represents the reference value of the quality of the weather. The reference value is defined to measure the change ratio of the weight, the degree of danger of chemical products and the quality of the weather. For example, according to the properties of chemical products, such as whether they are flammable or explosive, the degree of danger of chemical products is divided into {G1, G2, G3, G4, G5}, where G1 < G2 < G3 < G4 < G5. The average value of the five chemical product danger degree values is positioned as the reference value of the degree of danger, denoted as G0, which is used to measure the degree of danger of chemical products; p1 represents the influence weight of G on , p2 represents the influence weight of D on ; p3 represents the influence weight of G on , p4 represents the influence weight of D on ; Add the calculated vehicle selection priority Q to the hierarchical priority to obtain the final vehicle selection priority. The vehicle selection priorities of the two hierarchical vehicles are: Q A1 ′ = Q A1 + Q; Q A2 ′ = Q A2 + Q; Among them, Q A1 ′ represents the final vehicle selection priority of A1-level vehicles, Q A2' represents the final vehicle selection priority of Class A2 vehicles; the calculated final vehicle selection priority is used for vehicle sorting; the method of calculating the vehicle selection priority using a weight coefficient that can be dynamically adjusted according to the actual situation can ensure the safety during chemical transportation to the greatest extent and improve the transportation efficiency on the basis of ensuring safety.
[0008] Further, in step S4: Generate a chemical transportation vehicle scheduling plan suggestion based on the calculated final vehicle selection priority; Provide suggestions for chemical transportation vehicle selection to users according to the calculation results of the final vehicle selection priority, arrange different chemical transportation vehicles in descending order according to the final vehicle selection priority, and visually display the arrangement order and analysis results to users, and give prompts to users on the visual interface, suggesting that users choose chemical transportation vehicles with a high vehicle selection priority; After selecting the chemical transportation vehicle, set the dynamic change value of the vehicle operation data monitoring threshold according to the weather quality and the danger degree of the chemical product, and monitor the vehicle operation status in real time; Set the vehicle acceleration threshold and the threshold of the change in the temperature of the on-vehicle cargo ΔT′, which are used to monitor and control the status of chemical transportation vehicles in real time; The set monitoring threshold is adjusted according to the weather conditions of the day and the danger degree of the chemical product, and the adjustment method of the monitoring threshold is: ; ; where represents the standard value of the acceleration monitoring threshold set by the system; represents the unit acceleration adjustment amount; represents the standard value of the threshold of the change in the temperature of the on-vehicle cargo set by the system; represents the proportional coefficient of the influence of acceleration change on the temperature of the on-vehicle cargo; Using the weight coefficient to adjust the vehicle acceleration threshold can achieve the effect of adjusting the acceleration threshold according to the weather conditions and the danger degree of the chemical product, and the vehicle acceleration change value can affect the change in the temperature of the on-vehicle cargo, so the change in the acceleration threshold is used to limit and adjust the on-vehicle cargo threshold to prevent redundant alarm situations during the monitoring process of the change value of the on-vehicle cargo temperature caused by the increase in the acceleration threshold when conditions permit; After the selected vehicle starts to carry out chemical product transportation work, monitor and collect the vehicle acceleration and the change value of the temperature of the on-vehicle cargo ΔT in real time, and compare the collected values with the monitoring threshold for comparative analysis, and issue a warning according to the analysis result: If ≤ and ΔT ≤ ΔT′, it is judged that the vehicle is in normal condition; If > And when ΔT ≤ ΔT′, if it is determined that the vehicle acceleration is high, a warning is issued and a voice prompt is given to the driver to control the vehicle acceleration until the vehicle acceleration returns to a state lower than the monitoring threshold, and then the warning and voice prompt are cancelled; If ΔT > ΔT′ and ≤ , if it is determined that the temperature of the on-vehicle cargo fluctuates abnormally, a warning is issued to prompt the driver of the abnormal situation, and an instruction is issued to control the temperature control equipment of the on-vehicle tank to strengthen temperature control; and the temperature change of the on-vehicle cargo is further monitored. If the temperature change value of the on-vehicle cargo does not return to normal within the time Δt, an alarm is issued and a voice prompt is given to the driver to transfer the vehicle to a safe area for isolation and inspection of the on-vehicle cargo; if the temperature change value of the on-vehicle cargo returns to normal within the time Δt, the warning is cancelled; If > and ΔT > ΔT′, if it is determined that the vehicle acceleration is high and the temperature of the on-vehicle cargo fluctuates abnormally, a warning is issued and a voice prompt is given to the driver to control the vehicle acceleration. At the same time, an instruction is issued to control the temperature control equipment of the on-vehicle tank to strengthen temperature control; until the vehicle acceleration returns to a state lower than the monitoring threshold, the voice prompt for controlling the vehicle acceleration is stopped; while prompting the driver to control the vehicle acceleration, the temperature fluctuation of the on-vehicle cargo is monitored. If the temperature change value of the on-vehicle cargo does not return to normal within the time Δt, an alarm is issued and a voice prompt is given to the driver to transfer the vehicle to a safe area for isolation and waiting for inspection of the on-vehicle cargo; if the temperature change value of the on-vehicle cargo returns to normal within the time Δt, the warning is cancelled; After detecting an abnormal situation, the abnormal situation is recorded. If it is detected that the vehicle acceleration is abnormal n1 times, a voice prompt is issued to the driver to remind the driver to take a rest to avoid fatigue driving; if it is detected that the temperature fluctuation of the on-vehicle cargo is abnormal n2 times, a voice prompt is issued to the driver to instruct the driver to stop chemical transportation and park the vehicle in a safe area for isolation and wait for further inspection; the driving situation of the vehicle is monitored in real time and a reminder is given when an abnormal situation occurs. Monitoring the chemical transportation situation according to the real-time situation can reduce the accident rate during chemical transportation and improve the safety of chemical transportation.
[0009] A chemical transportation industrial chain management system, the system includes: an information collection and processing module, a chemical transportation capacity analysis module, a vehicle selection priority analysis module, and a vehicle scheduling and monitoring module; The information collection and processing module is used to collect the driving data of chemical transportation vehicles and the temperature information of on-vehicle cargo, collect the accident rate and on-time delivery rate of chemical transportation vehicles of different enterprises, and collect the weather information and the danger degree information of chemical products in real time; The chemical transportation capacity analysis module is used to analyze the transportation efficiency and transportation safety evaluation indicators of different chemical transportation vehicles based on the collected information; The vehicle selection priority analysis module is used to analyze and calculate the vehicle selection priority based on the analyzed transportation efficiency and transportation safety evaluation indicators, and adjust the weight fluctuation according to the collected weather information and the danger level information of chemical products; The vehicle scheduling and monitoring module schedules chemical transportation vehicles according to the analyzed vehicle selection priority and monitors the driving conditions of the vehicles in real time.
[0010] Further, the information collection and processing module includes a vehicle information collection unit, an enterprise information collection unit, a weather information collection unit, and an information processing unit; the vehicle information collection unit collects the acceleration, driving time, and driving distance of chemical transportation vehicles during driving through in-vehicle devices, and collects the temperature information of the in-vehicle goods; the enterprise information collection unit is used to collect the accident rate and on-time delivery rate of different chemical transportation enterprises, and collect the danger level information of chemical products; the weather information collection unit is used to collect the weather information on the day of goods transportation; the information processing unit preliminarily processes the collected information, first filters out irrelevant information, then compares and analyzes the collected goods temperature information to obtain the temperature fluctuation value of the in-vehicle chemical products; and analyzes the danger level of chemical products according to the types of chemical products collected and the characteristics of different products; analyzes the quality of the weather on the day according to the collected weather information; compares and analyzes the acceleration information of the chemical transportation vehicle to obtain the maximum acceleration value during driving.
[0011] Further, the chemical transportation capacity analysis module includes a transportation efficiency analysis unit and a safety analysis unit; the transportation efficiency analysis unit obtains the chemical transportation efficiency of the vehicle by analyzing the driving distance, driving time, vehicle utilization rate, and on-time delivery rate of the chemical transportation vehicle on a route; the safety analysis unit obtains the safety evaluation indicators by analyzing the temperature fluctuation value of the in-vehicle goods, the maximum vehicle acceleration value, and the vehicle accident rate.
[0012] Further, the vehicle selection priority analysis module is used to analyze and calculate the vehicle selection priority according to the chemical transportation efficiency and safety evaluation indicators; and adjusts the weight ratio of the chemical transportation efficiency and safety evaluation indicators according to the obtained danger level of chemical products and the quality of the weather.
[0013] Further, the vehicle scheduling and monitoring module includes a vehicle scheduling unit and a real-time monitoring unit; the vehicle scheduling unit is used to generate a chemical vehicle scheduling plan suggestion according to the calculated priority of chemical transportation vehicle selection; provide a chemical transportation vehicle selection suggestion for the user according to the calculation result of the vehicle selection priority, arrange different chemical transportation vehicles in descending order according to the vehicle selection priority, and visually display the arrangement order and analysis result to the user, and make a prompt for the user on the visual interface, suggesting to the user to select a chemical transportation vehicle with a high vehicle selection priority; the real-time monitoring unit monitors the vehicle driving condition and the temperature of the on-vehicle cargo in real time by setting the thresholds of the vehicle acceleration and the temperature fluctuation value of the on-vehicle cargo, and gives an early warning and handles abnormal situations.
[0014] Compared with the prior art, the beneficial effects of the present invention are as follows: The present invention collects the vehicle driving information and cargo information of chemical transportation vehicles of different transportation companies, and obtains the chemical transportation efficiency and safety evaluation index of chemical transportation vehicles of different companies according to the analyzed collected information, which is used to evaluate the chemical transportation capacity of different chemical transportation vehicles; and sets a screening scheme to screen out vehicles with unqualified safety according to the calculated vehicle transportation efficiency and safety evaluation indicators, avoiding vehicles with too low safety from entering the vehicle selection scheme, and improving the safety of chemical transportation; and obtains the vehicle selection priority by weighted fusion of the chemical transportation efficiency and the safety evaluation index by setting influence weights, and obtains the optimal chemical transportation vehicle selection scheme through the vehicle selection priority; when calculating the vehicle selection priority, the present invention introduces an adjustment method of influence weights, which is used to combine the weather information of the day and the danger degree of the chemical product to be transported to calculate the weight ratio of the transportation efficiency and safety evaluation indicators, and adopts a method of calculating the vehicle selection priority using a weight coefficient that can be dynamically adjusted according to the actual situation, which can combine the characteristics of chemical products and environmental impacts to ensure the safety during the chemical transportation process to the greatest extent, and improve the transportation efficiency on the basis of ensuring safety; solves the problem that the prior art cannot automatically adjust the selection and decision of chemical transportation vehicles according to the characteristics of chemical products and real-time weather changes when making decisions on chemical transportation; and after the vehicle is selected, the present invention starts real-time monitoring of vehicle driving, sets dynamic monitoring thresholds, and adjusts the monitoring thresholds according to the vehicle driving conditions, weather conditions and the danger conditions of chemical products, improving the accuracy of abnormal situation monitoring, reducing the probability of accidents during chemical transportation, and improving the safety during chemical transportation process. BRIEF DESCRIPTION OF THE DRAWINGS
[0015] Figure 1 It is a schematic flow chart of a method for managing a chemical transportation industry chain according to the present invention; Figure 2It is a schematic structural diagram of a chemical transportation industry chain management system of the present invention. Detailed implementation manners
[0016] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. All other embodiments obtained by those of ordinary skill in the art based on the embodiments of the present invention without creative efforts shall fall within the protection scope of the present invention.
[0017] As Figure 1 - Figure 2 shown, the present invention provides a technical solution, a chemical transportation industry chain management method. As Figure 1 shown, the method includes the following steps: S1. Collect the driving data of chemical transportation vehicles and the temperature information of the on-vehicle goods, collect the accident rates and on-time delivery rates of chemical transportation vehicles of different enterprises, and collect the weather information and the dangerous degree information of chemical products in real time; S2. Analyze the chemical transportation efficiency and transportation safety evaluation indexes of different chemical transportation vehicles according to the collected information; S3. Analyze and calculate the vehicle selection priority according to the analyzed chemical transportation efficiency and transportation safety evaluation indexes, and adjust the weights according to the collected weather information and the dangerous degree information of chemical products; S4. Dispatch chemical transportation vehicles according to the analyzed vehicle selection priority and monitor the selected vehicles in real time.
[0018] In step S1: Collect the acceleration, driving time and driving distance of chemical transportation vehicles during driving through on-vehicle devices, and collect the temperature information of the on-vehicle goods; collect the accident rates and on-time delivery rates of different chemical transportation enterprises through the historical transportation information of enterprises, and collect the dangerous degree information of chemical products; collect the weather information in real time through meteorological stations; conduct preliminary processing on the collected information. First, remove irrelevant information through denoising and filtering, and then compare and analyze the collected temperature information of goods to obtain the temperature fluctuation value of on-vehicle chemical products; and analyze the dangerous degree of chemical products according to the types of collected chemical products and the characteristics of different products; analyze the quality of the weather on the day according to the collected weather information; compare and analyze the acceleration information of the collected chemical transportation vehicles to obtain the maximum acceleration value during driving.
[0019] In step S2: Through the transportation time t i and transportation distance L i, where i represents the label of different transportation routes; and collect the vehicle utilization rate M and the on-time delivery rate J; analyze and weighted fuse the collected data to obtain the chemical transportation efficiency of chemical vehicles; the chemical transportation efficiency is calculated by the following formula: ; Among them, W1 represents the chemical transportation efficiency; c1 represents the influence weight of the chemical transportation rate on the chemical transportation efficiency, c2 represents the influence weight of the on-time delivery rate on the chemical transportation efficiency, and c3 represents the influence weight of the vehicle utilization rate on the chemical transportation efficiency; represents the chemical transportation rate benchmark value; t s represents the actual transportation time of the vehicle, t k represents the available transportation time of the vehicle, t s The ratio of t k to t represents the vehicle utilization rate M; By analyzing and fusing the on-vehicle cargo temperature fluctuation value ΔT during the collected chemical transportation process, the maximum acceleration a max monitored when the chemical transportation vehicle has a speed change; and the vehicle accident rate S, obtain the safety evaluation index W2 of chemical transportation; the safety evaluation index of chemical transportation is calculated by the following formula: ; Among them, W2 represents the safety evaluation index of chemical transportation; represents the on-vehicle cargo temperature fluctuation threshold; a0 represents the vehicle acceleration benchmark value during chemical transportation; c4 represents the influence weight of the on-vehicle cargo temperature fluctuation value on the safety of chemical transportation, c5 represents the influence weight of the maximum vehicle acceleration on the safety of chemical transportation, and c6 represents the influence weight of the accident rate on the safety of chemical transportation; Set a screening mechanism that combines the chemical transportation efficiency and the safety evaluation index of chemical transportation to conduct the first screening of chemical transportation vehicles; set the screening thresholds W 1min and W 2min , W 1min where represents the chemical transportation efficiency screening threshold, W 2min represents the safety evaluation index screening threshold of chemical transportation; compare and analyze the calculated W1 and W2 with the set screening thresholds to screen out unqualified vehicles; the comparison and analysis results are as follows: If W1>W 1min and W2>W 2min , it is judged that the vehicle has high chemical transportation efficiency and high safety, and it is rated as a vehicle of level A1, and a classification priority Q A1 is set for the vehicle of level A1; If W1≤W 1min and W2>W 2min, it is determined that the vehicle has high transportation safety and is rated as a Class A2 vehicle. A classification priority Q is set for Class A2 vehicles. A2 ; If W2 ≤ W 2min , it is determined that the transportation safety of the vehicle is low, and such vehicles are screened out in advance and not included in the subsequent selection range of chemical transportation vehicles.
[0020] In step S3: Calculate the selection priority Q of chemical transportation vehicles based on the analyzed chemical transportation efficiency and chemical transportation safety evaluation indicators. When calculating the selection priority of chemical transportation vehicles, set the weight of chemical transportation efficiency as , and the weight of the chemical transportation safety evaluation indicator as , then calculate the vehicle selection priority Q according to the following formula: ; Among them, Q represents the vehicle selection priority; When calculating the selection priority of vehicles for chemical transportation, the weights and are dynamic change values, which are adjusted according to the degree of danger of the chemical products collected and the weather conditions on the day of chemical transportation; to ensure the safety of the chemical transportation process to the greatest extent and improve the transportation efficiency on the basis of ensuring safety; obtain the degree of danger D of the chemical products from the chemical product information provided by the chemical product supplier. The higher the value of D, the higher the degree of danger of the chemical products; collect the weather conditions on the day of chemical transportation in real time according to the meteorological satellite, and set the weather quality as G. The higher the value of G, the better the weather conditions; and Adjust and change according to the following formula: ; ; Among them, represents the reference value of the set weight ; represents the reference value of the set weight ; D0 represents the reference value of the degree of danger of chemical products; G0 represents the reference value of the weather quality; p1 represents the influence weight of G on , p2 represents the influence weight of D on ; p3 represents the influence weight of G on , p4 represents the influence weight of D on ; Add the calculated vehicle selection priority Q to the classification priority to obtain the final vehicle selection priority. The vehicle selection priorities of the two classified vehicles are: Q A1 ′ = Q A1 + Q; QA2 ' = Q A2 + Q; where Q A1 ' represents the final vehicle selection priority of Class A1 vehicles, and Q A2 ' represents the final vehicle selection priority of Class A2 vehicles; adopting a method of calculating vehicle selection priority using a weight coefficient that can be dynamically adjusted according to the actual situation can ensure the safety during chemical transportation to the greatest extent and improve transportation efficiency on the basis of ensuring safety.
[0021] In step S4: Generate a chemical transportation vehicle scheduling plan suggestion based on the calculated final vehicle selection priority; Provide a chemical transportation vehicle selection suggestion for the user according to the calculation result of the final vehicle selection priority, arrange different chemical transportation vehicles in descending order according to the final vehicle selection priority, and visually display the arrangement order and analysis result to the user, and make a prompt on the visual interface to suggest that the user select a chemical transportation vehicle with a high vehicle selection priority; After selecting the chemical transportation vehicle, set the dynamic change value of the vehicle operation data monitoring threshold according to the weather quality and the chemical product hazard degree, and monitor the vehicle operation status in real time; Set the vehicle acceleration threshold and the on-vehicle cargo temperature change threshold ΔT', which are used to monitor and control the chemical transportation vehicle status in real time; The set monitoring threshold is adjusted according to the weather conditions of the day and the hazard degree of the chemical product. The adjustment method of the detection threshold is: ; ; where represents the standard value of the acceleration monitoring threshold set by the system; represents the unit acceleration adjustment amount; represents the standard value of the on-vehicle cargo temperature change threshold set by the system; represents the proportionality coefficient of the influence of acceleration change on the on-vehicle cargo temperature; Using the weight coefficient to adjust the vehicle acceleration threshold can achieve the effect of adjusting the acceleration threshold according to the weather conditions and the hazard degree of the chemical product. And the vehicle acceleration change value can affect the on-vehicle cargo temperature change. Therefore, the change of the acceleration threshold is used to limit and adjust the on-vehicle cargo threshold to prevent redundant alarm situations during the monitoring process of the on-vehicle cargo temperature change value caused by the increase of the acceleration threshold when conditions permit; After the selected vehicle starts to carry out chemical product transportation work, monitor and collect the vehicle acceleration and the on-vehicle cargo temperature change value ΔT in real time, and compare and analyze the collected values with the monitoring threshold, and issue a warning according to the analysis result: If ≤ and ΔT ≤ ΔT′, it is determined that the vehicle is in normal condition; If > and ΔT ≤ ΔT′, it is determined that the vehicle has a high acceleration, then a warning is issued and the driver is prompted by voice to control the vehicle acceleration until the vehicle acceleration returns to a state lower than the monitoring threshold, and then the warning and voice prompt are cancelled; If ΔT > ΔT′ and ≤ , it is determined that the temperature of the on-vehicle cargo fluctuates abnormally, then a warning is issued to prompt the driver of the abnormal condition, and an instruction is issued to control the temperature control equipment of the on-vehicle tank to strengthen the temperature control; and the temperature change of the on-vehicle cargo is further monitored. If the temperature change value of the on-vehicle cargo does not return to normal within the time Δt, an alarm is issued and the driver is prompted by voice to transfer the vehicle to a safe area for isolation and inspection of the on-vehicle cargo; if the temperature change value of the on-vehicle cargo returns to normal within the time Δt, the warning is cancelled; If > and ΔT > ΔT′, it is determined that the vehicle has a high acceleration and the temperature of the on-vehicle cargo fluctuates abnormally, then a warning is issued and the driver is prompted by voice to control the vehicle acceleration, and at the same time an instruction is issued to control the temperature control equipment of the on-vehicle tank to strengthen the temperature control; until the vehicle acceleration returns to a state lower than the monitoring threshold, then the voice prompt for controlling the vehicle acceleration is stopped; while prompting the driver to control the vehicle acceleration, the temperature fluctuation of the on-vehicle cargo is monitored. If the temperature change value of the on-vehicle cargo does not return to normal within the time Δt, an alarm is issued and the driver is prompted by voice to transfer the vehicle to a safe area for isolation and waiting for inspection of the on-vehicle cargo; if the temperature change value of the on-vehicle cargo returns to normal within the time Δt, the warning is cancelled; After detecting an abnormal condition, the abnormal condition is recorded. If it is detected that the vehicle acceleration is abnormal n1 times, a voice prompt is issued to the driver to remind the driver to take a rest to avoid fatigue driving; if it is detected that the temperature fluctuation of the on-vehicle cargo is abnormal n2 times, a voice prompt is issued to the driver to instruct the driver to stop the chemical transportation and park the vehicle in a safe area for isolation and wait for further inspection; the driving condition of the vehicle is monitored in real time and a reminder is given when an abnormal condition occurs. Monitoring the chemical transportation condition according to the real-time situation can reduce the accident rate during chemical transportation and improve the safety of chemical transportation.
[0022] A chemical transportation industrial chain management system, as Figure 2 shown, the system includes: an information collection and processing module, a chemical transportation capacity analysis module, a vehicle selection priority analysis module, and a vehicle scheduling and monitoring module; The information collection and processing module is used to collect the driving data of chemical transportation vehicles and the temperature information of on-vehicle goods, collect the accident rates and on-time delivery rates of chemical transportation vehicles of different enterprises, and collect the weather information and the danger levels of chemical products in real time; The chemical transportation capacity analysis module is used to analyze the transportation efficiency and transportation safety evaluation indicators of different chemical transportation vehicles based on the collected information; The vehicle selection priority analysis module is used to analyze and calculate the vehicle selection priority based on the analyzed transportation efficiency and transportation safety evaluation indicators, and adjust the weight fluctuations according to the collected weather information and the danger levels of chemical products; The vehicle scheduling and monitoring module schedules chemical transportation vehicles according to the analyzed vehicle selection priority and monitors the driving conditions of the vehicles in real time.
[0023] The information collection and processing module includes a vehicle information collection unit, an enterprise information collection unit, a weather information collection unit, and an information processing unit; the vehicle information collection unit collects the acceleration, driving time, and driving distance of chemical transportation vehicles during driving through on-vehicle equipment, and collects the temperature information of on-vehicle goods; the enterprise information collection unit is used to collect the accident rates and on-time delivery rates of different chemical transportation enterprises, and collect the danger levels of chemical products; the weather information collection unit collects the weather information on the day of goods transportation; the information processing unit preliminarily processes the collected information, first removes irrelevant information through filtering, then compares and analyzes the collected goods temperature information to obtain the temperature fluctuation value of on-vehicle chemical products; and analyzes the danger level of chemical products based on the collected types of chemical products and the characteristics of different products; analyzes the quality of the weather on the day based on the collected weather information; compares and analyzes the acceleration information of chemical transportation vehicles to obtain the maximum acceleration value during driving.
[0024] The chemical transportation capacity analysis module includes a transportation efficiency analysis unit and a safety analysis unit; the transportation efficiency analysis unit obtains the chemical transportation efficiency of vehicles by analyzing the driving distance, driving time, vehicle utilization rate, and on-time delivery rate of chemical transportation vehicles on a route; the safety analysis unit obtains safety evaluation indicators by analyzing the temperature fluctuation value of on-vehicle goods, the maximum vehicle acceleration value, and the vehicle accident rate.
[0025] The vehicle selection priority analysis module is used to analyze and calculate the vehicle selection priority based on the chemical transportation efficiency and safety evaluation indicators; and adjusts the weight ratios of the chemical transportation efficiency and safety evaluation indicators according to the obtained danger levels of chemical products and the quality of the weather.
[0026] The vehicle scheduling and monitoring module includes a vehicle scheduling unit and a real-time monitoring unit; the vehicle scheduling unit is used to generate a chemical vehicle scheduling plan suggestion according to the calculated priority of chemical transportation vehicle selection; provide a chemical transportation vehicle selection suggestion for the user according to the calculation result of the vehicle selection priority, arrange different chemical transportation vehicles in descending order of the vehicle selection priority, and visually display the arrangement order and analysis result to the user, and give a prompt to the user on the visual interface, suggesting that the user select a chemical transportation vehicle with a high vehicle selection priority; the real-time monitoring unit monitors the vehicle driving condition and the temperature of the on-vehicle goods in real time by setting the thresholds of the vehicle acceleration and the temperature fluctuation value of the on-vehicle goods, and gives an early warning and handles abnormal situations.
[0027] Embodiment 1: In step S1: Collect the acceleration, driving time and driving distance of the chemical transportation vehicle during driving through the on-vehicle device, and collect the temperature information of the on-vehicle goods; collect the accident rate and on-time delivery rate of different chemical transportation enterprises through the enterprise's historical transportation information, and collect the danger degree information of chemical products; collect the weather information in real time through the weather station; conduct preliminary processing on the collected information. First, remove irrelevant information through denoising and filtering, and then compare and analyze the collected temperature information of the goods to obtain the temperature fluctuation value of the on-vehicle chemical products; and analyze the danger degree of chemical products according to the collected types of chemical products and the characteristics of different products; analyze the quality of the weather on the day according to the collected weather information; compare and analyze the acceleration information of the chemical transportation vehicle to obtain the maximum acceleration value during driving.
[0028] In step S2: Through the transportation time t of the chemical transportation vehicle collected on a transportation route i = 8h and the transportation distance L i = 400km, where i represents the label of different transportation routes; and collect the vehicle utilization rate M and the on-time delivery rate J = 90%; analyze and weight-fuse the collected data to obtain the chemical transportation efficiency of the chemical vehicle; the efficiency of chemical transportation is calculated by the following formula: ; Among them, W1 represents the chemical transportation efficiency; c1 = 0.5 represents the influence weight of the chemical transportation rate on the chemical transportation efficiency, c2 = 0.2 represents the influence weight of the on-time delivery rate on the chemical transportation efficiency, and c3 = 0.3 represents the influence weight of the vehicle utilization rate on the chemical transportation efficiency; = 60km / h represents the chemical transportation rate reference value; t s = 6h represents the actual transportation time of the vehicle, t k = 8h represents the available transportation time of the vehicle, t s and t kThe ratio indicates that the vehicle utilization rate M = 0.75; it can be calculated that W1 = 0.82; Based on the on-vehicle cargo temperature fluctuation value ΔT = 5°C collected during the chemical transportation process, and the maximum acceleration a detected by the chemical transportation vehicle when there is a speed change max = 0.3 m / s 2 ; Analyze and fuse the vehicle accident rate S = 0 to obtain the safety evaluation index W2 of chemical transportation; The safety evaluation index of chemical transportation is calculated through the following formula: ; Among them, W2 represents the safety evaluation index of chemical transportation; = 8°C represents the on-vehicle cargo temperature fluctuation threshold; a0 = 0.5 m / s 2 represents the vehicle acceleration reference value during the chemical transportation process; c4 = 0.4 represents the influence weight of the on-vehicle cargo temperature fluctuation value on the safety of chemical transportation, c5 = 0.4 represents the influence weight of the maximum vehicle acceleration on the safety of chemical transportation, c6 = 0.2 represents the influence weight of the accident rate on the safety of chemical transportation; It is calculated that W2 = 0.88; Set a screening mechanism that combines the chemical transportation efficiency and the safety evaluation index of chemical transportation to conduct the first screening of chemical transportation vehicles; Set the screening threshold W 1min = 0.75 and W 2min = 0.8, W 1min Among them, represents the chemical transportation efficiency screening threshold, W 2min represents the safety evaluation index screening threshold of chemical transportation; Compare and analyze the calculated W1 and W2 with the set screening thresholds to screen out unqualified vehicles; The comparison and analysis results are as follows: If W1 > W 1min and W2 > W 2min , it is judged that the vehicle has high chemical transportation efficiency and high safety, and it is rated as a vehicle of grade A1, and a classification priority Q A1 = 0.6 is set for the vehicle of grade A1.
[0029] In step S3: Calculate the selection priority Q of chemical transportation vehicles according to the analyzed chemical transportation efficiency and the safety evaluation index of chemical transportation. When calculating the selection priority of chemical transportation vehicles, set the weight of chemical transportation efficiency as , and the weight of the safety evaluation index of chemical transportation is , then calculate the vehicle selection priority Q according to the following formula: ; Among them, Q represents the vehicle selection priority; When calculating the selection priority of vehicles for chemical transportation, the weights and is a dynamically changing value, which is adjusted according to the degree of danger of the chemical product collected and the weather conditions on the day of chemical transportation; it is used to ensure the safety of the chemical transportation process to the greatest extent and improve the transportation efficiency on the basis of ensuring safety; according to the information of the chemical product collected from the chemical product supplier, the degree of danger of the chemical product D = 3 is obtained, and according to the weather conditions collected by the meteorological satellite in real time on the day of chemical transportation, the degree of weather quality is set as G = 6; and It is adjusted and changed according to the following formula: ; ; Among them, = 0.5 represents the reference value of the set weight of; = 0.5 represents the reference value of the set weight of; D0 = 5 represents the reference value of the degree of danger of chemical products; G0 = 5 represents the reference value of the degree of weather quality; p1 = 0.4 represents the influence weight of G on of, p2 = 0.6 represents the influence weight of D on of; p3 = 0.3 represents the influence weight of G on of, p4 = 0.7 represents the influence weight of D on of; = 0.62, = 0.56; Q = 1.0012; Add the calculated vehicle selection priority Q to the hierarchical priority to obtain the final vehicle selection priority. The vehicle selection priorities of the two hierarchical vehicles are: Q A1 ′ = Q A1 + Q = 1.6012.
[0030] In step S4: Generate a chemical vehicle scheduling plan suggestion according to the calculated final vehicle selection priority; Provide a chemical transportation vehicle selection suggestion for the user according to the calculation result of the final vehicle selection priority, arrange different chemical transportation vehicles in descending order according to the final vehicle selection priority, and visually display the arrangement order and analysis result to the user, and make a prompt for the user on the visual interface, suggesting that the user choose a chemical transportation vehicle with a high vehicle selection priority; After selecting the chemical transportation vehicle, set the dynamically changing value of the vehicle operation data monitoring threshold according to the degree of weather quality and the degree of danger of the chemical product, and monitor the vehicle operation status in real time; Set the vehicle acceleration threshold and the temperature change threshold ΔT′ of the on-vehicle goods, which are used to monitor and control the status of chemical transportation vehicles in real time; the set monitoring thresholds are adjusted according to the weather conditions of the day and the degree of danger of chemical products. The adjustment method of the detection threshold is as follows: ; ; where =5m / s 2 represents the standard value of the acceleration monitoring threshold set by the system; =2m / s 2 represents the unit acceleration adjustment amount; =8℃ represents the standard value of the temperature change threshold of the on-vehicle goods set by the system; =0.1 represents the proportional coefficient of the influence degree of acceleration change on the temperature of the on-vehicle goods; =6.24m / s 2 ; =8.624℃; After the selected vehicle starts to carry out the transportation work of chemical products, the vehicle acceleration =6m / s 2 and the temperature change value ΔT = 4℃ of the on-vehicle goods are monitored and collected in real time, and the collected values are compared and analyzed with the monitoring thresholds. ≤ and ΔT ≤ ΔT′, it is judged that the vehicle has no abnormal situation.
[0031] For those skilled in the art, it is obvious that the present invention is not limited to the details of the above exemplary embodiments, and without departing from the spirit or basic characteristics of the present invention, the present invention can be implemented in other specific forms. Therefore, in any aspect, the embodiments should be regarded as exemplary and non-restrictive. The scope of the present invention is defined by the appended claims rather than the above description. Therefore, all changes falling within the meaning and scope of the equivalent elements of the claims are intended to be embraced within the present invention. Any reference signs in the claims should not be regarded as limiting the claimed rights.
Claims
1. A chemical transportation industrial chain management method, characterized in that: The method includes the following steps: S1. Collect the driving data of chemical transportation vehicles and the temperature information of the on-vehicle goods, collect the accident rates and on-time delivery rates of chemical transportation vehicles of different enterprises, and collect the weather information and the dangerous degree information of chemical products in real time; S2. Analyze the chemical transportation efficiency and transportation safety evaluation indexes of different chemical transportation vehicles according to the collected information; S3. Analyze and calculate the vehicle selection priority according to the analyzed chemical transportation efficiency and transportation safety evaluation indexes, and adjust the weights according to the collected weather information and the dangerous degree information of chemical products; S4. Dispatch the chemical transportation vehicles according to the analyzed vehicle selection priority, and monitor the selected vehicles in real time.
2. The management method of a chemical transportation industrial chain according to claim 1, characterized in that: In step S1: Collect the acceleration, driving time and driving distance of the chemical transportation vehicle during driving through on-vehicle equipment, and collect the temperature information of the on-vehicle goods; Collect the accident rates and on-time delivery rates of different chemical transportation enterprises through the historical transportation information of the enterprises, and collect the dangerous degree information of chemical products; Collect the weather information in real time through a weather station; Conduct preliminary processing on the collected information. First, remove irrelevant information through denoising and filtering, and then compare and analyze the collected temperature information of the goods to obtain the temperature fluctuation value of the on-vehicle chemical products; Analyze the dangerous degree of chemical products according to the types of chemical products collected and the characteristics of different products; Analyze the quality of the weather on the day according to the collected weather information; Compare and analyze the acceleration information of the chemical transportation vehicle to obtain the maximum acceleration value during driving.
3. A chemical transportation industrial chain management method according to claim 1, characterized in that: In step S2: By using the transportation time t of the chemical transportation vehicle collected on a transportation route i and the transportation distance L i , where i represents the label of different transportation routes; and collect the vehicle utilization rate M and the on-time delivery rate J; analyze and weight-fuse the collected data to obtain the chemical transportation efficiency of the chemical vehicle; the chemical transportation efficiency is calculated by the following formula: ; Among them, W1 represents the chemical transportation efficiency; c1 represents the influence weight of the chemical transportation rate on the chemical transportation efficiency, c2 represents the influence weight of the on-time delivery rate on the chemical transportation efficiency, and c3 represents the influence weight of the vehicle utilization rate on the chemical transportation efficiency; represents the chemical transportation rate reference value; t s represents the actual transportation time of the vehicle, t k represents the available transportation time of the vehicle, t s The ratio of k to t represents the vehicle utilization rate M; By analyzing the temperature fluctuation value ΔT of the on-vehicle cargo during chemical transportation and the maximum acceleration a detected when the speed of the chemical transportation vehicle changes max ; analyzing and fusing the vehicle accident rate S to obtain the safety evaluation index W2 of chemical transportation; the safety evaluation index of chemical transportation is calculated by the following formula: ; Among them, W2 represents the chemical transportation safety evaluation index; represents the threshold value of the temperature fluctuation of the on-vehicle cargo; a0 represents the vehicle acceleration reference value during chemical transportation; c4 represents the influence weight of the temperature fluctuation value of the on-vehicle cargo on chemical transportation safety, c5 represents the influence weight of the maximum vehicle acceleration on chemical transportation safety, and c6 represents the influence weight of the accident rate on chemical transportation safety; Set up a screening mechanism for evaluating indicators combining chemical transportation efficiency and chemical transportation safety to conduct the first screening of chemical transportation vehicles; set the screening threshold W 1min and W 2min , W 1min where represents the screening threshold for chemical transportation efficiency, and W 2min represents the screening threshold for chemical transportation safety evaluation indicators; compare and analyze the calculated W1 and W2 with the set screening thresholds to screen out unqualified vehicles; the comparison and analysis results are as follows: If W1 > W 1min and W2 > W 2min , it is determined that the vehicle has high chemical transportation efficiency and high safety, and it is rated as a vehicle of Class A1. A classification priority Q is set for the Class A1 vehicle A1 ; If W1 ≤ W 1min and W2 > W 2min , it is determined that the vehicle transportation safety is high, and the vehicle is rated as a Class A2 vehicle, and a classification priority Q is set for the Class A2 vehicle A2 ; If W2 ≤ W 2min , it is determined that the transportation safety of the vehicle is low, and such vehicles are screened out in advance and not included in the subsequent selection range of chemical transportation vehicles.
4. A chemical transportation industrial chain management method according to claim 3, characterized in that: In step S3: Calculate the priority Q of chemical transportation vehicle selection based on the analyzed chemical transportation efficiency and chemical transportation safety evaluation indicators. When calculating the priority of chemical transportation vehicle selection, set the weight of chemical transportation efficiency as , and the weight of the chemical transportation safety evaluation indicator as . Then calculate the vehicle selection priority Q according to the following formula: ; Among them, Q represents the vehicle selection priority; When calculating the priority of vehicle selection for chemical transportation, the weights and are dynamically changing values, which are adjusted according to the degree of danger of the chemical products collected and the quality of the weather on the day of transportation; obtain the degree of danger D of the chemical products from the chemical product information provided by the chemical product supplier. The higher the value of D, the higher the degree of danger of the chemical products; set the quality of the weather as G according to the weather conditions collected by the meteorological satellite on the day of chemical transportation. The higher the value of G, the better the weather conditions; and The adjustment and change are carried out according to the following formula: ; ; Among them, represents the set weight benchmark value; represents the set weight benchmark value; D0 represents the benchmark value of the chemical product's danger level; G0 represents the benchmark value of the weather quality; p1 represents the influence weight of G on ; p2 represents the influence weight of D on ; p3 represents the influence weight of G on ; p4 represents the influence weight of D on ; Add the calculated vehicle selection priority Q to the hierarchical priority to obtain the final vehicle selection priority. The vehicle selection priorities of the two hierarchical vehicles are: Q A1 ′ = Q A1 + Q; Q A2 ′ = Q A2 + Q; where Q A1 ′ represents the final vehicle selection priority of Class A1 vehicles, and Q A2 ′ represents the final vehicle selection priority of Class A2 vehicles.
5. A chemical transportation industry chain management method according to claim 4, characterized in that: In step S4: Generate a chemical transportation vehicle dispatching plan suggestion according to the calculated final vehicle selection priority; Provide the user with chemical transportation vehicle selection suggestions according to the calculation result of the final vehicle selection priority, arrange different chemical transportation vehicles in descending order according to the final vehicle selection priority, and visually display the arrangement order and analysis result to the user, and give a prompt to the user on the visual interface, suggesting that the user select a chemical transportation vehicle with a high final vehicle selection priority; After selecting a chemical transportation vehicle, set the dynamic change value of the vehicle operation data monitoring threshold according to the weather quality and the danger level of the chemical product, and monitor the vehicle operation status in real time; set the vehicle acceleration threshold and the temperature change threshold ΔT' of the on-vehicle cargo; the set monitoring threshold is adjusted according to the weather conditions of the day and the danger level of the chemical product, and the adjustment method of the monitoring threshold is as follows: ; ; wherein represents the standard value of the acceleration monitoring threshold set by the system; represents the unit acceleration adjustment amount; represents the standard value of the threshold for the temperature change of the on-vehicle cargo set by the system; represents the proportionality coefficient of the influence degree of the acceleration change on the temperature of the on-vehicle cargo; After the selected vehicle starts transporting chemical products, the vehicle acceleration is monitored and collected in real time and the temperature change value ΔT of the on-vehicle cargo are collected, and the collected values are compared and analyzed with the monitoring threshold, and a warning is issued according to the analysis result: If ≤ and ΔT ≤ ΔT′, it is determined that the vehicle has no abnormal conditions; If > and ΔT ≤ ΔT′, it is determined that the vehicle acceleration is high, then a warning is issued and the driver is prompted by voice to control the vehicle acceleration until the vehicle acceleration returns to a state lower than the monitoring threshold, and then the warning and voice prompt are cancelled; If ΔT > ΔT′ and ≤ , it is determined that the temperature of the on-vehicle cargo fluctuates abnormally, then a warning is issued to prompt the driver of the abnormal situation, and an instruction is issued to control the temperature control equipment of the on-vehicle tank to strengthen the temperature control; and further monitor the temperature change of the on-vehicle cargo. If the temperature change value of the on-vehicle cargo does not return to normal within the time Δt, an alarm is issued, and the driver is prompted by voice to transfer the vehicle to a safe area to isolate and inspect the on-vehicle cargo; if the temperature change value of the on-vehicle cargo returns to normal within the time Δt, the warning is lifted; If > and ΔT > ΔT′, it is determined that the vehicle acceleration is high and the temperature of the on-vehicle goods fluctuates abnormally, then a warning is issued and the driver is prompted by voice to control the vehicle acceleration. At the same time, an instruction is issued to control the temperature control equipment of the on-vehicle tank to strengthen the temperature control; until the vehicle acceleration returns to a state lower than the monitoring threshold, the voice prompt for controlling the vehicle acceleration is stopped; while prompting the driver to control the vehicle acceleration, the temperature fluctuation of the on-vehicle goods is monitored. If the temperature change value of the on-vehicle goods does not return to normal within the time Δt, an alarm is issued and the driver is prompted by voice to transfer the vehicle to a safe area to isolate the on-vehicle goods and wait for inspection; if the temperature change value of the on-vehicle goods returns to normal within the time Δt, the early warning is lifted; Record the abnormal situation after detecting it. If it is detected that the vehicle acceleration is abnormal n1 times, send a voice prompt to the driver to remind the driver to rest and avoid fatigue driving; If it is detected that the temperature fluctuation of the on-vehicle goods is abnormal n2 times, send a voice prompt to the driver, instruct the driver to stop the chemical transportation and park the vehicle in a safe area for isolation, and wait for further inspection.
6. A chemical transportation industrial chain management system, characterized in that: The system includes: An information collection and processing module, a chemical transportation capacity analysis module, a vehicle selection priority analysis module, and a vehicle dispatching and monitoring module; The information collection and processing module is used to collect the driving data of chemical transportation vehicles and the temperature information of the on-vehicle goods, collect the accident rates and on-time delivery rates of chemical transportation vehicles of different enterprises, and collect the weather information and the dangerous degree information of chemical products in real time; The chemical transportation capacity analysis module is used to analyze the transportation efficiency and transportation safety evaluation indexes of different chemical transportation vehicles according to the collected information; The vehicle selection priority analysis module is used to analyze and calculate the vehicle selection priority according to the analyzed transportation efficiency and transportation safety evaluation indicators, and adjust the weight fluctuation according to the collected weather information and the chemical product hazard degree information; The vehicle scheduling and monitoring module schedules chemical transportation vehicles according to the analyzed vehicle selection priority and monitors the driving conditions of the vehicles in real time.
7. The chemical transportation industrial chain management system according to claim 6, wherein: The information collection and processing module includes a vehicle information collection unit, an enterprise information collection unit, a weather information collection unit, and an information processing unit; the vehicle information collection unit collects the acceleration, driving time, and driving distance of a chemical transportation vehicle during driving through in-vehicle equipment, and collects the temperature information of the on-vehicle goods; the enterprise information collection unit is used to collect the accident rate and on-time delivery rate of different chemical transportation enterprises, and collect the chemical product hazard degree information; the weather information collection unit is used to collect the weather information on the day of goods transportation; the information processing unit preliminarily processes the collected information, first filters out irrelevant information, then compares and analyzes the collected goods temperature information to obtain the temperature fluctuation value of the on-vehicle chemical products; analyzes the chemical product hazard degree according to the collected chemical product types and the characteristics of different products; analyzes the quality of the day's weather according to the collected weather information; compares and analyzes the collected chemical transportation vehicle acceleration information to obtain the maximum acceleration value during driving.
8. A chemical transportation industry chain management system according to claim 6, characterized in that: The chemical transportation capacity analysis module includes a transportation efficiency analysis unit and a safety analysis unit; the transportation efficiency analysis unit obtains the chemical transportation efficiency of the vehicle by analyzing the driving distance, driving time, vehicle utilization rate, and on-time delivery rate of a chemical transportation vehicle on a route; the safety analysis unit obtains the safety evaluation index by analyzing the temperature fluctuation value of the on-vehicle goods, the maximum vehicle acceleration value, and the vehicle accident rate.
9. The chemical transportation industrial chain management system according to claim 6, characterized in that: The vehicle selection priority analysis module is used to analyze and calculate the vehicle selection priority according to the chemical transportation efficiency and safety evaluation indicators; and adjust the weight ratio of the chemical transportation efficiency and safety evaluation indicators according to the obtained chemical product hazard degree and weather quality.
10. A chemical transportation industrial chain management system according to claim 6, characterized in that: The vehicle scheduling and monitoring module includes a vehicle scheduling unit and a real-time monitoring unit; the vehicle scheduling unit is used to generate a chemical vehicle scheduling plan suggestion according to the calculated chemical transportation vehicle selection priority; provide a chemical transportation vehicle selection suggestion for the user according to the vehicle selection priority calculation result, arrange different chemical transportation vehicles in descending order according to the vehicle selection priority, and visually display the arrangement order and analysis result to the user, and make a prompt for the user on the visual interface, suggesting to the user to select a chemical transportation vehicle with a high vehicle selection priority; The real-time monitoring unit sets thresholds for vehicle acceleration and the temperature fluctuation value of on-vehicle goods, monitors the driving conditions of the vehicle and the temperature of on-vehicle goods in real time, and warns and processes abnormal conditions.
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