High-speed rail freight data information management system and dispatching management method thereof

The high-speed rail freight data information management system utilizes wireless communication and RFID/laser rangefinder technology to solve problems related to logistics informatization, multimodal transport, and capacity scheduling in the railway freight system, thereby improving loading and unloading efficiency and transport organization efficiency and meeting market demands.

CN119721643BActive Publication Date: 2025-11-04JIANGSU BIDE SCI & TECH CO LTD
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Patent Information

Application Number
CN202510216761.9
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2025-02-26
Publication Date
2025-11-04
Estimated Expiration
2045-02-26

AI Technical Summary

Technical Problem

The existing railway freight system suffers from problems such as lagging logistics information development, poor multimodal transport connectivity, insufficient capacity for scheduling and integration of transport resources, low transport organization efficiency, and a mismatch between transport products and market demand, resulting in low loading and unloading efficiency and transport efficiency that cannot meet the needs of modern logistics.

Method used

The high-speed rail freight data information management system is adopted, which realizes the information transmission and interaction between the vehicle and the ground through wireless communication technology. It is equipped with an on-board platform and a ground management center, and combines RFID reading terminals and laser rangefinders to realize the location of containers and monitor loading and unloading anomalies, thereby optimizing resource scheduling and loading and unloading efficiency.

Benefits of technology

It has enabled intelligent location-aware management of high-speed freight trains, improved loading and unloading efficiency and transportation organization efficiency, met market demand, and optimized resource scheduling and loading and unloading processes.

✦ Generated by Eureka AI based on patent content.

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Abstract

The application discloses a high-speed rail freight data information management system and a scheduling management method thereof, and realizes vehicle-ground information transmission interaction through wireless communication, and comprises a ground freight data management demonstration center and a freight data management vehicle-mounted platform, integrates a vehicle-ground information transmission host, a freight information management host, a carriage freight position state management sub-host, an RFID reading terminal and a laser range finder, automatically acquires container information and automatically monitors abnormal loading and unloading through the RFID and the laser range finder; meanwhile, through the use of stop site information and container loading and unloading plan information, loading and unloading scheduling management monitoring and analysis are carried out, and the monitoring scheduling result is transmitted to the ground center in real time, real-time data is used for freight scheduling simulation and plan updating management; the application realizes intelligent management and service of high-speed rail freight, so as to improve loading and unloading efficiency, optimize resource scheduling, enhance transportation organization efficiency, reduce errors and delays, and enhance the flexibility and response capability of freight scheduling.
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Description

TECHNICAL FIELD

[0001] The present application belongs to the technical field of high-speed rail freight transportation, and particularly relates to a high-speed rail freight data information management system and a scheduling management method thereof. BACKGROUND

[0002] With the rapid development of global economic integration and e-commerce, the logistics industry is undergoing unprecedented changes. In particular, in the field of railway freight transportation, traditional freight transportation methods have gradually failed to meet the needs of modern logistics for high efficiency, high reliability, and full tracking.

[0003] According to the market research results of the transportation organization modes adopted on the three freight train test lines of Beijing-Wuhan, Zhengzhou-Chongqing, and Chengdu-Kunming, the full advantages of the freight trains have not been fully utilized. In particular, due to the current use of pure manual loading and unloading methods on the three lines, the loading and unloading efficiency is relatively low. Therefore, in order to meet such loading and unloading needs, the three lines can only adopt an end-to-end transportation organization mode for the opening of freight trains, and cannot realize full-load transportation through the setting of intermediate stops according to the transportation needs of the freight sources. Such a transportation organization mode, due to the lack of necessary flexibility, cannot meet the needs of the market and customers, and the transportation efficiency and benefits cannot be optimized, resulting in the common problem of the three test lines being the difficulty in organizing freight sources, which cannot meet the transportation capacity needs of the regularly operated freight trains.

[0004] Railway freight transportation, especially high-speed rail freight transportation, has become an important part of the modern logistics system due to its large capacity, low cost, and environmental advantages. However, high-speed rail freight transportation still faces many challenges and limitations in actual operation.

[0005] 1) Relatively lagging logistics informatization construction

[0006] From the current construction of railway logistics information systems, due to the dispersion and difference of the freight transportation operation subjects and the fact that they are not affiliated with each other, various types of logistics information systems exist independently and are distributed in parallel, and a unified railway logistics information platform has not been formed, resulting in the inability to realize integrated railway logistics transportation data. At the same time, due to the relatively closed nature of railway logistics information systems, they cannot be fully compatible with external social information systems, and therefore cannot realize the sharing of logistics information and the tracking of the entire process of logistics information.

[0007] 2) Poor multimodal transport connection capability

[0008] In view of the actual situation of railway logistics in terms of business model, infrastructure, information system, business process, and operation standard at the present stage, railway logistics transportation is difficult to seamlessly connect with other transportation modes. The construction of logistics parks, sea ports, and "the last mile" is slightly lagging behind, and the cost of short barge transportation is relatively high, which will have certain influence and restriction on the development of intermodal transportation between sea, water, and road and railway.

[0009] 3) Lack of capacity of transport resource scheduling integration

[0010] In recent years, although railway transportation has achieved relatively considerable results in the release of existing line capacity, it is still facing problems such as lack of loading and unloading capacity of freight stations and insufficient capacity of marshalling stations. Due to the imperfect logistics function of freight stations, especially the serious lack of the level of transport equipment containerization and mechanization, and the distance between individual railway freight stations and local freight distribution centers is far, there is a problem of logistics island.

[0011] 4) Transport organization efficiency needs to be improved

[0012] Due to the lack of organization and management capacity in each link of transportation, there are generally situations such as delayed loading and unloading, late trains or delayed distribution, which will inevitably affect the time limit for transporting goods. At the same time, in the practice of railway transportation organization and management, in order to further improve the efficiency of transportation organization, it is also necessary to pay attention to the continuous optimization of the dispatching command system.

[0013] 5) Railway transport capacity does not adapt to market demand

[0014] When designing railway transportation products, the railway department usually starts from the transportation organization of the railway, and rarely designs transportation products in combination with the needs of customers, especially the needs of personalized and customized product services. Therefore, there are few time-limited express products, containerized transportation products and full-process logistics service products in the railway transportation products that adapt to market and customer demand, which to some extent restricts the competitiveness of railway in the freight market. SUMMARY

[0015] The purpose of the present application is to overcome the shortcomings of the prior art, provide a high-speed rail freight data information management system and a scheduling management method, which can not only realize intelligent position perception management of high-speed rail freight special trains, but also realize intelligent management of container loading and unloading, loading position and vehicle-ground information interaction, so as to improve the efficiency of loading and unloading, optimize resource scheduling, enhance the efficiency of transportation organization and meet market demand.

[0016] In order to achieve the above purpose, the present application adopts the following technical scheme:

[0017] In the first aspect, the present application provides a high-speed rail freight data information management system, which comprises a ground freight data management demonstration center and a freight data management vehicle platform for vehicle-ground information transmission interaction through wireless communication technology.

[0018] The freight data management vehicle platform is configured on a freight special train along the high-speed rail line, and comprises a vehicle-ground information transmission host, a freight information management host, a carriage cargo position state management sub-host, an RFID reading terminal and a laser range finder.

[0019] The car cargo position state management sub-host respectively interacts with freight information management host, RFID reading terminal and laser range finder information transmission, the freight information management host interacts with ground simulation server through information transmission between car-ground information transmission host;

[0020] The freight information management host receives and stores the stop site information and container loading and unloading plan information transmitted by the car-ground information transmission host positioning transmission, and receives and stores the container label information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the car cargo position state management sub-host, uses the stop site information, container loading and unloading plan information, container label information and container stacking position information for container loading and unloading abnormality monitoring analysis, and transmits the loading and unloading abnormality monitoring analysis result to the car cargo position state management sub-host and ground freight data management demonstration center respectively;

[0021] The ground freight data management demonstration center obtains, stores and transmits container loading and unloading plan information to the car-ground information transmission host, and uses the obtained stop site information and loading and unloading abnormality monitoring analysis result transmitted by the car-ground information transmission host for real-time freight scheduling simulation and scheduling plan update management.

[0022] Further, the car-ground information transmission host includes a main control unit, a car-ground communication unit, a satellite navigation unit, an interface unit and a power supply unit, the main control unit is connected with the car-ground communication unit, the satellite navigation unit, the interface unit and the power supply unit through electrical signal control, the car-ground communication unit interacts with the ground freight data management demonstration center, the satellite navigation unit obtains the stop site information of the freight special train in real time and transmits it to the car-ground communication unit and transmits it to the freight information management host through the interface unit.

[0023] Further, the freight information management host includes an industrial computer, a user permission unit, a data storage unit, a cargo query unit and an abnormality monitoring unit, the industrial computer is connected with the user permission unit, the data storage unit, the cargo query unit and the abnormality monitoring unit, the car-ground information transmission host and the car cargo position state management sub-host through information interaction;

[0024] The user permission unit audits user permissions to manage the container loading and unloading operation permission information of the security personnel, the data storage unit stores the received security personnel permission information, stopover site information, container loading and unloading plan information, container label information, container storage location information and unloading abnormality monitoring analysis results, and can be visually queried and data exported by the cargo query unit, and the abnormality monitoring unit uses the stopover site information, container loading and unloading plan information, container label information and container storage location information to perform container loading and unloading abnormality monitoring analysis, and transmits the unloading abnormality monitoring analysis results to the carriage cargo location state management sub-host and the ground freight data management demonstration center, respectively, through the industrial computer.

[0025] Further, each carriage is correspondingly provided with a carriage cargo location state management sub-host, an RFID reading terminal and a laser range finder.

[0026] Further, the ground freight data management demonstration center comprises a ground server, a ground data storage unit, a ground user management unit and a ground simulation scheduling unit.

[0027] The ground server is in information interaction connection with the freight information management host, the ground user management unit provides user registration and permission management of management personnel and security personnel and stores the information in the ground data storage unit.

[0028] The ground simulation scheduling unit inputs and distributes container loading and unloading plan information, and uses the ground data storage unit to receive and store security personnel permission information, stopover site information, container loading and unloading plan information, container label information, container storage location information and unloading abnormality monitoring analysis results to perform freight container loading and unloading plan scheduling simulation and update for the current stopover site and the subsequent stopover site.

[0029] Further, the user permission unit audits user permissions to confirm the container loading and unloading operation permission information of the security personnel, and the security personnel retrieves and reviews the train arrival and departure time display, the unloading list display, the carriage loading and unloading state display, the carriage cargo display and the alarm information display through the cargo query unit.

[0030] Further, the RFID reading terminal records the code marked on the container entering the carriage, and after the unloading plan information query and matching, writes the container code into the data storage unit of the freight information management host.

[0031] The laser range finder records the measured storage location data, and after determining that the container is in the correct carriage storage area, writes the data into the data storage unit of the freight information management host.

[0032] Further, the container loading and unloading abnormality monitoring analysis comprises the following steps:

[0033] The abnormality monitoring unit acquires the code marked on the container to be loaded or unloaded passing through the loading and unloading site of the carriage;

[0034] The abnormality monitoring unit acquires the code marked on the container to be loaded or unloaded passing through the loading and unloading site of the carriage;

[0035] If the matching result shows that the final destination of the container is the current stop site, the loading and unloading plan information in the data storage unit is modified, the state of the container is set as unloaded, and the modified loading and unloading plan information is transmitted to the ground freight data management demonstration center;

[0036] If the matching result shows that the final destination of the container is not the current stop site, it is further determined whether the origin of the container is the current stop site:

[0037] If yes, after the data measured by the laser range finder is stable, the data of the stacking position of the container in the carriage recorded by the laser range finder is acquired, and it is determined whether the stacking position data corresponds to the correct stacking position in the carriage:

[0038] When the position is incorrect, alarm information is generated and displayed, and is transmitted to the carriage freight position state management sub-host and the ground freight data management demonstration center, respectively;

[0039] When the position is correct, the loading and unloading plan information in the data storage unit is modified, the state of the container is set as loaded, and the modified loading and unloading plan information is transmitted to the ground freight data management demonstration center;

[0040] If no, alarm information is generated and displayed, and is transmitted to the carriage freight position state management sub-host and the ground freight data management demonstration center, respectively.

[0041] Further, the ground simulation scheduling unit of the ground freight data management demonstration center simulates and updates the container scheduling plan of the subsequent stop site according to the input and distributed container loading and unloading plan information, acquires the container loading and unloading plan information and the state of the container and the real-time stop site fed back by the freight data management vehicle-mounted platform, and combines the manual input of the loading and unloading plan change requirements of the subsequent different stop sites.

[0042] In a second aspect, the application provides a high-speed rail freight scheduling management method based on the high-speed rail freight data information management system according to any one of the first aspect, comprising the following method steps:

[0043] Step S1: The freight information management host receives the stopover site information transmitted by the storage and transmission host and receives the container loading and unloading plan information distributed by the ground freight data management demonstration center transmitted by the storage and transmission host;

[0044] Step S2: The freight information management host receives the container tag information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the storage and transmission host, and transmits the container tag information and the container stacking position information to the ground freight data management demonstration center through the storage and transmission host;

[0045] Step S3: The freight information management host uses the stopover site information, the container loading and unloading plan information, the container tag information and the container stacking position information to monitor and analyze the abnormal loading and unloading:

[0046] Step S3-1: Obtain the code marked on the container to be loaded or unloaded at the loading and unloading position of the carriage by the RFID reading terminal;

[0047] Step S3-2: Obtain the container code in the loading and unloading plan information corresponding to the current stopover site stored in the data storage unit and compare and match it with the marked code of the container to be loaded or unloaded:

[0048] Step S3-3: If the code matching result shows that the final destination of the container is the current stopover site, modify the loading and unloading plan information in the data storage unit and set the container state as unloaded, and transmit the modified loading and unloading plan information to the ground freight data management demonstration center;

[0049] Step S3-4: If the code matching result shows that the final destination of the container is not the current stopover site, further match to determine whether the origin of the container is the current stopover site:

[0050] Step S3-4-1: If so, after the data measured by the laser range finder is stable, obtain the stacking position data of the container in the carriage recorded by the laser range finder and determine whether the stacking position data corresponds to the correct stacking position in the carriage:

[0051] Step S3-4-1-1: When the position is incorrect, generate and display alarm information, and transmit it to the carriage position state management sub-host and the ground freight data management demonstration center respectively to respond to the adjustment of the loading and unloading plan of the container until the alarm information is eliminated or the alarm information is eliminated by accepting the instruction;

[0052] Step S3-4-1-2: When the position is correct, modify the loading and unloading plan information in the data storage unit and set the container state as loaded, and transmit the modified loading and unloading plan information to the ground freight data management demonstration center;

[0053] Step S3-4-2: If no, generate and display alarm information, and transmit to the car cargo position state management sub-host and the ground freight data management demonstration center respectively, to respond to the adjustment of the loading and unloading plan of the container, until the alarm information is eliminated or the instruction to eliminate the alarm information is accepted;

[0054] Step S4: The freight information management host receives the simulated updated loading and unloading plan information of the ground freight data management demonstration center using the modified loading and unloading plan information and the preset loading and unloading plan change requirement information of the subsequent different stop stations, and at the subsequent stop stations, combines the container tag information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the car cargo position state management sub-host to schedule the loading and unloading of the container.

[0055] Further, the ground simulation scheduling unit of the ground freight data management demonstration center updates the container scheduling plan of the subsequent stop stations in real time according to the input distribution of the container loading and unloading plan information, the container loading and unloading plan information and the container state fed back by the freight data management vehicle-mounted platform, and the real-time stop station, and combines the input loading and unloading plan change requirement of the subsequent different stop stations to simulate and update the container scheduling plan of the subsequent stop stations in real time using the pre-stored container loading and unloading scheduling scheme;

[0056] The real-time simulation of the updated container scheduling plan at the subsequent stop stations includes the following steps:

[0057] The ground simulation scheduling unit extracts the inherent information of the container of the pre-arrival freight train at a specific stop station in real time, including the number of containers, the current load empty state;

[0058] The ground simulation scheduling unit obtains the container loading and unloading plan information at the specific stop station in real time, and extracts the to-be-loaded cargo information at the stop station, including customer type, arrival distance, cargo weight, and cargo quantity;

[0059] The ground simulation scheduling unit uses the pre-stored container loading and unloading scheduling scheme to perform cargo scheduling and distribution according to the obtained container inherent information and the to-be-loaded cargo information of the container loading and unloading plan information:

[0060] According to the number of containers and the current load empty state of the inherent information of the container of the pre-arrival freight train, the loading distribution principle of heavy cargo at both ends and light cargo in the middle is adjusted to determine the container assembly sequence table and the loadable cargo weight and quantity;

[0061] Determine the customer type of the to-be-loaded cargo at the specific stop station, and according to the preset customer type priority, within the range of loadable cargo weight and quantity, combine the container assembly sequence table to schedule and distribute the cargo weight and cargo quantity of the to-be-loaded cargo of each customer type, and determine the loading order of the to-be-loaded cargo and the corresponding container.

[0062] Judge whether the to-be-loaded goods are the same station, if the same, the goods of the same station are concentrated and loaded in the same or adjacent container;

[0063] Judge the distance of the to-be-loaded goods, if the distance is far, the goods are placed in the container first, if the distance is late, the goods are loaded outside the container;

[0064] According to the weight, quantity, fixed loading time and worker loading efficiency of the to-be-loaded goods at the stop station, the required loading labor quantity is evaluated, calculated and determined;

[0065] The ground simulation scheduling unit outputs the container scheduling plan in real time, including the loading order, the weight and quantity of the goods, the position order of the container, the internal loading position of the container, the labor quantity configuration, and provides visual display of the container scheduling plan.

[0066] Compared with the prior art, the present application has the following beneficial effects:

[0067] The high-speed rail freight data information management system and the scheduling management method provided by the application realize the ground freight data management demonstration center and the freight data management vehicle platform for information transmission and interaction through wireless communication technology. The freight data management vehicle platform is arranged on the freight special train along the high-speed rail line, and includes a train-ground information transmission host, a freight information management host, a carriage cargo position state management sub-host, an RFID reading terminal and a laser range finder. The carriage cargo position state management sub-host is respectively in information transmission and interaction with the freight information management host, the RFID reading terminal and the laser range finder, and the freight information management host is in information transmission and interaction between the train-ground information transmission host and the ground simulation server. The application realizes intelligent management and service of high-speed rail freight, uses train-ground information interaction, freight information intelligent sensing, container precise position sensing and train-ground communication and other key technologies, so as to improve loading and unloading efficiency, optimize resource scheduling, enhance transportation organization efficiency and meet market demand. The application not only realizes intelligent position sensing management of the high-speed rail freight special train, but also realizes intelligent management of container loading and unloading, loading position and train-ground information interaction, thereby providing strong technical support for modernization and informatization of high-speed rail freight. BRIEF DESCRIPTION OF DRAWINGS

[0068] Figure 1 A high-speed rail freight data information management system according to an embodiment of the application is shown in the schematic block diagram;

[0069] Figure 2 A database according to an embodiment of the application is shown in the schematic block diagram;

[0070] Figure 3 A security escort personnel management flowchart according to an embodiment of the application is shown in the schematic block diagram;

[0071] Figure 4 This is a flowchart of a container status query provided according to an embodiment of the present invention;

[0072] Figure 5 This is a flowchart illustrating a loading and unloading plan information query method according to an embodiment of the present invention.

[0073] Figure 6 This is a flowchart illustrating the arrival and departure time query process for freight trains according to an embodiment of the present invention.

[0074] Figure 7 This is a flowchart of a user management query provided according to an embodiment of the present invention;

[0075] Figure 8 This is a flowchart illustrating a user role management query process according to an embodiment of the present invention.

[0076] Figure 9 This is a flowchart of an abnormal alarm monitoring and analysis method provided according to an embodiment of the present invention. Detailed Implementation

[0077] The present invention will be further described below with reference to the accompanying drawings. The following embodiments are only used to more clearly illustrate the technical solution of the present invention, and should not be used to limit the scope of protection of the present invention.

[0078] Example

[0079] like Figure 1 As shown, this embodiment of the invention provides a high-speed rail freight data information management system, including a ground freight data management demonstration center and a freight data management onboard platform for vehicle-to-ground information transmission and interaction via wireless communication technology. The public network coverage of major domestic operators along the high-speed rail line is relatively high, basically achieving full coverage. China Mobile and other mobile operators have wide network coverage; therefore, in this embodiment, the 4G and 5G mobile communication systems of China Mobile and other operators are primarily selected as the vehicle-to-ground information transmission network to realize the interaction of vehicle-to-ground information.

[0080] The freight data management vehicle platform is deployed on freight trains stopping along the high-speed rail line. It includes a vehicle-to-ground information transmission host, a freight information management host, a carriage cargo position status management sub-host, RFID reading terminals, and laser rangefinders. In this embodiment, non-contact RFID passive tag identification technology is used to achieve intelligent sensing of the containers carried in the carriages, dynamic monitoring and management of the loading and unloading process, and intelligent sensing of the precise location information of the containers in the carriages using laser rangefinders. This ensures accurate placement of the containers and guarantees the safe operation of high-speed freight trains.

[0081] The car compartment cargo position state management sub-host respectively interacts with the freight information management host, the RFID reading terminal and the laser range finder information transmission, and the freight information management host interacts with the ground simulation server through the car-ground information transmission host.

[0082] In this embodiment, the main technical index requirements of the car compartment cargo position state management sub-host are as follows: host: operating system, supporting Linux (Ubuntu 20.04 LTS); network port: 4x M12 circular connectors with 10 / 100 / 1000 Mbps speed; serial port: 2x DB-9 RS-232 / 422 / 485 with auto flow control; USB interface: 2x USB type-A 3.0 & 2.0 and 2x M12 circular with USB 2.0 support.

[0083] The freight information management host receives and stores the stopover site information and container handling plan information transmitted by the car-ground information transmission host, and receives and stores the container tag information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the car compartment cargo position state management sub-host. The stopover site information, the container handling plan information, the container tag information and the container stacking position information are used for container handling abnormality monitoring and analysis, and the monitoring and analysis results are transmitted to the car compartment cargo position state management sub-host and the ground freight data management demonstration center, respectively.

[0084] The ground freight data management demonstration center obtains, stores and transmits the container handling plan information to the car-ground information transmission host, and uses the obtained stopover site information and handling abnormality monitoring and analysis results transmitted by the car-ground information transmission host to perform real-time freight scheduling simulation and scheduling plan update management.

[0085] In this embodiment, the car-ground information transmission host includes a main control unit, a car-ground communication unit, a satellite navigation unit, an interface unit and a power supply unit. The main control unit is connected to the car-ground communication unit, the satellite navigation unit, the interface unit and the power supply unit for electrical signal control. The car-ground communication unit interacts with the ground freight data management demonstration center for information transmission. The satellite navigation unit obtains the stopover site information of the freight special train in real time and transmits it to the car-ground communication unit and the freight information management host through the interface unit.

[0086] The hardware design of each unit in the vehicle-ground information transmission host is described as follows: the master control unit: a mainstream ARM-based core industrial control board is selected, and the operating system is LINUX system; the vehicle-ground communication unit: a full-network 4G communication module is selected, and the peripheral interface has SPI interface and network interface; the satellite navigation unit: the satellite navigation module basically requires supporting Beidou and GPS navigation systems; the interface unit: a module product of a domestic mainstream switch manufacturer is selected; the power unit: a mainstream supplier of vehicle-mounted switching power supply for railway wireless communication vehicle-mounted equipment is selected.

[0087] The satellite navigation unit selects Beidou satellite navigation system as the main positioning technology and GPS system as the alternative system to realize sensing of the position of the freight train.

[0088] Specifically, the satellite positioning technology index is as follows: frequency: BDS B1 / B2 / B3; GPS L1 / L2; acquisition sensitivity: not more than-133 dBm for BDS; not more than-132 dBm (L1) and 129 dBm (L2) for GPS; tracking sensitivity: not more than-136 dBm for BDS; not more than-135 dBm (L1) and not more than-132 dBm for GPS; positioning time: cold start first positioning time: not more than 120 s; warm start first positioning time: not more than 60 s; hot start first positioning time: not more than 20 s; positioning accuracy: not more than 20 cm horizontally.

[0089] The main technical index of the antenna is as follows: satellite positioning antenna: frequency: BDS B1 / B2 / B3; GPS L1 / L2; direction: omnidirectional 360° (horizontal plane); standing wave ratio: not more than 2.0; gain: greater than 3.0 dBi; 4G / LTE antenna: frequency: 825-2700 MHz; impedance: 50 Ω; direction: omnidirectional; standing wave ratio: 2.0 dBi; polarization mode: vertical polarization; gain: not less than 0 dBi.

[0090] In the embodiment, the freight information management host includes an industrial computer, a user permission unit, a data storage unit, a freight query unit and an abnormality monitoring unit, and the industrial computer is connected with the user permission unit, the data storage unit, the freight query unit and the abnormality monitoring unit, the vehicle-ground information transmission host and the carriage freight position state management sub-host for information interaction.

[0091] Specifically, the industrial computer hardware and software parameter description of the freight information management host is as follows: network interface: 2 x 10 / 100 / 1000 Mbps Ethernet; I / O interface: 2 x serial port: 1 x RS-232, 1 x RS-232 / 422 / 485; operating system support: Linux; LCD screen: display type: 10.4" TFT LCD (LED backlight); resolution: 800 x 600; brightness (cd / m2): 400; contrast: 700.

[0092] The user permission unit audits user permissions to manage the container loading and unloading operation permission information of the security personnel, the data storage unit stores the received security personnel permission information, stopover site information, container loading and unloading plan information, container label information, container storage location information, and loading and unloading exception monitoring analysis results, and can be visually queried and data exported by the cargo query unit, the exception monitoring unit uses the stopover site information, container loading and unloading plan information, container label information, and container storage location information to perform container loading and unloading exception monitoring analysis, and transmits the loading and unloading exception monitoring analysis results to the compartment cargo location state management sub-host and the ground freight data management demonstration center through the industrial computer, respectively.

[0093] The user permission unit provides login services, audits user permissions, manages the container loading and unloading operation permissions of the logged-in personnel, and returns relevant data information according to user data permissions.

[0094] The cargo query unit, as shown in Figure 3 , Figure 4 , Figure 5 and Figure 6 , provides convenient visual operation and humanized operation, which is convenient for the patrol personnel to confirm and query the state of the container; provides freight track services, freight loading and unloading record query and data export; provides backtracking and event evidence collection, which can find out the transportation plan of the container and the actual loading and unloading transportation time period, which is convenient for backtracking and post-event evidence collection; also provides statistics and reports to help managers analyze and count the container state, the loading and unloading quantity, and the occurrence and frequency of various alarm events, and other necessary information for transportation management.

[0095] Interface service: communication connection is performed to receive railway freight arrival and departure station, loading and unloading plan information and other data.

[0096] The data storage unit receives and stores business processing related application services, including loading and unloading plan, container label management, loading list, and unloading list; the unit part processing storage can be extended accordingly according to the actual situation.

[0097] The abnormality detection unit provides an alarm service, and if abnormal state information is monitored, such as container loading and unloading error, the security officer can be reminded in time to take corresponding operation measures.

[0098] In the embodiment, each carriage is correspondingly configured with a carriage cargo position state management sub-host, an RFID reading terminal and a laser range finder.

[0099] The main technical index requirements of the RFID reader / writer are as follows: interface: UART; RFID protocol: ISO-18000-6C / EPC class1 gen2; antenna impedance: 50Ω; working range: not more than 2m.

[0100] The main technical index requirements of the laser range finder are as follows: measurement distance: 0.045-80m; measurement speed: 5-20Hz; measurement accuracy: not more than 1cm.

[0101] In the embodiment, as shown in Figure 2 , the ground freight data management demonstration center includes a ground server, a ground data storage unit, a ground user management unit and a ground simulation scheduling unit.

[0102] The ground server is in information interaction connection with the freight information management host, the ground user management unit provides user registration and permission management of management personnel and security personnel and stores the information in the ground data storage unit.

[0103] The ground simulation scheduling unit inputs and distributes container loading and unloading plan information, and uses the stored security personnel permission information, stopover station information, container loading and unloading plan information, container label information, container stacking position information and loading and unloading abnormality monitoring and analysis results to perform freight container loading and unloading plan scheduling simulation and update of the current stopover station and the subsequent stopover station.

[0104] The ground user management unit provides user registration and permission management services, simulates the registration and permission management of users, role management services and the like, as shown in Figure 7 and Figure 8 .

[0105] The ground simulation scheduling unit provides freight information services, simulates the distribution and management of container loading and unloading plans, and simulates the query and management of freight plan information and container information.

[0106] In the embodiment, the management system is deployed with two databases, which are respectively deployed on the train system host and the ground simulation server. The ground database stores container related information, such as the number, type, planned starting station, planned terminal station and actual position of the container; and the on-board database stores the data measured by the on-board RFID and laser range finder, i.e. the code and distance of the container.

[0107] In the embodiment, the user authority unit audits the user authority to confirm the container loading and unloading operation authority information of the security personnel, and the security personnel calls up and checks the train arrival and departure time display, the loading and unloading list display, the car loading and unloading state display, the car cargo display and the alarm information display through the cargo query unit.

[0108] In the embodiment, the RFID reading terminal records the code marked on the container entering the car, and after the loading and unloading plan information is queried and matched, the container code is written into the data storage unit of the freight information management host;

[0109] The laser range finder records the measured stacking position data, and after it is judged that the container is in the correct car stacking area, the data is written into the data storage unit of the freight information management host.

[0110] In the embodiment, the car cargo position state management sub-host interacts with the freight information management host, the RFID reading terminal and the laser range finder information transmission, and performs intelligent identification and judgment of loading and unloading.

[0111] (1) Intelligent identification function of loading

[0112] The management sub-host confirms whether the container loading car and area are correct according to the "car loading plan", when the container enters the car stacking area, the RFID card reader automatically identifies the information of the container, and immediately sends early warning information to the freight data management system host and issues a loading error voice prompt if an error occurs.

[0113] (2) Intelligent identification function of unloading

[0114] The management sub-host confirms whether the container loading car and area are correct according to the "car loading plan", when the container enters the car stacking area, the RFID card reader automatically identifies the information of the container, and immediately sends early warning information to the freight data management system host and issues a loading error voice prompt if an error occurs.

[0115] The early warning information is confirmed and processed by the security personnel.

[0116] In the embodiment, as shown in Figure 9 , the container loading and unloading abnormality monitoring and analysis includes the following steps:

[0117] The abnormality monitoring unit obtains the code marked on the container to be loaded and unloaded passing through the car loading and unloading area by the RFID reading terminal;

[0118] The container code in the loading and unloading plan information corresponding to the current stop station stored in the data storage unit is obtained and compared and matched with the read code of the container to be loaded and unloaded:

[0119] If the coding matching result shows that the final destination of the container is the current stop station, the loading and unloading plan information in the data storage unit is modified, the container state is set as unloaded, and the modified loading and unloading plan information is transmitted to the ground freight data management demonstration center;

[0120] If the coding matching result shows that the final destination of the container is not the current stop station, it is further matched whether the origin of the container is the current stop station:

[0121] If yes, after the data measured by the laser range finder is stable, the laser range finder records the stacking position data of the container in the carriage, and it is judged whether the stacking position data corresponds to the correct stacking position in the carriage:

[0122] When the position is incorrect, alarm information is generated and displayed, and is transmitted to the carriage cargo position state management sub-host and the ground freight data management demonstration center, respectively;

[0123] When the position is correct, the loading and unloading plan information in the data storage unit is modified, the container state is set as loaded, and the modified loading and unloading plan information is transmitted to the ground freight data management demonstration center;

[0124] If no, alarm information is generated and displayed, and is transmitted to the carriage cargo position state management sub-host and the ground freight data management demonstration center, respectively.

[0125] In the embodiment, the ground simulation scheduling unit of the ground freight data management demonstration center simulates and updates the container scheduling plan of the subsequent stop station according to the entered and distributed container loading and unloading plan information, the container loading and unloading plan information and the container state and real-time stop station fed back by the freight data management vehicle-mounted platform, and the loading and unloading plan change requirements of the subsequent stop station manually entered.

[0126] In a second aspect, the application provides a high-speed rail freight scheduling management method based on any one of the high-speed rail freight data information management systems, which comprises the following method steps:

[0127] Step S1: The freight information management host receives the stop station information transmitted by the vehicle-ground information transmission host and receives the container loading and unloading plan information distributed by the ground freight data management demonstration center transmitted by the vehicle-ground information transmission host;

[0128] Step S2: The freight information management host receives the container tag information automatically identified by the RFID reading terminal transmitted by the carriage cargo position state management sub-host and the container stacking position information measured by the laser range finder, and transmits the container tag information and the container stacking position information to the ground freight data management demonstration center through the vehicle-ground information transmission host;

[0129] Step S3: The freight information management host uses the stop station information, container loading and unloading plan information, container label information and container stacking position information to perform loading and unloading anomaly monitoring analysis:

[0130] Step S3-1: An RFID reading terminal reads the code marked on the container to be loaded or unloaded at the loading and unloading position of the carriage;

[0131] Step S3-2: The container code in the loading and unloading plan information corresponding to the current stop station stored in the data storage unit is obtained and compared with the code marked on the container to be loaded or unloaded:

[0132] Step S3-3: If the code matching result shows that the final destination of the container is the current stop station, the loading and unloading plan information in the data storage unit is modified and the state of the container is set to unloaded, and the modified loading and unloading plan information is transmitted to the ground freight data management demonstration center;

[0133] Step S3-4: If the code matching result shows that the final destination of the container is not the current stop station, further matching is performed to determine whether the origin of the container is the current stop station:

[0134] Step S3-4-1: If yes, after the data measured by the laser range finder is stable, the stacking position data of the container in the carriage recorded by the laser range finder is obtained, and it is determined whether the stacking position data corresponds to the correct stacking position in the carriage:

[0135] Step S3-4-1-1: When the position is incorrect, alarm information is generated and displayed, and is transmitted to the carriage cargo position state management sub-host and the ground freight data management demonstration center, respectively, to respond to the adjustment of the loading and unloading plan of the container until the alarm information is eliminated or the alarm information is eliminated upon receiving the instruction;

[0136] Step S3-4-1-2: When the position is correct, the loading and unloading plan information in the data storage unit is modified and the state of the container is set to loaded, and the modified loading and unloading plan information is transmitted to the ground freight data management demonstration center;

[0137] Step S3-4-2: If no, alarm information is generated and displayed, and is transmitted to the carriage cargo position state management sub-host and the ground freight data management demonstration center, respectively, to respond to the adjustment of the loading and unloading plan of the container until the alarm information is eliminated or the alarm information is eliminated upon receiving the instruction;

[0138] Step S4: The freight information management host receives the simulated updated loading and unloading plan information of the ground freight data management demonstration center using the modified loading and unloading plan information and the preset loading and unloading plan change requirement information of the subsequent different stop stations, and schedules the loading and unloading of the containers at the subsequent stop stations in combination with the container tag information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the compartment and cargo space state management host.

[0139] In this embodiment, the ground simulation scheduling unit of the ground freight data management demonstration center simulates the real-time updated container scheduling plan of the subsequent stop stations in combination with the entered container loading and unloading plan information, the container loading and unloading plan information and the container state thereof fed back by the freight data management vehicle platform, and the real-time stop station, and uses the pre-stored container loading and unloading scheduling scheme to simulate the real-time updated container scheduling plan of the subsequent stop stations according to the entered loading and unloading plan change requirement of the subsequent different stop stations.

[0140] The real-time simulation of the updated container scheduling plan of the subsequent stop stations includes the following steps:

[0141] The ground simulation scheduling unit extracts the container inherent information of the pre-arrival freight train at a specific stop station in real time, including the number of containers, the current load empty state;

[0142] The ground simulation scheduling unit obtains the container loading and unloading plan information of the specific stop station in real time, and extracts the to-be-loaded cargo information on the site, including the customer type, the arrival distance, the cargo weight, and the cargo quantity.

[0143] The ground simulation scheduling unit uses the pre-stored container loading and unloading scheduling scheme to schedule and distribute the cargo according to the obtained container inherent information and the to-be-loaded cargo information of the container loading and unloading plan information.

[0144] According to the number of containers and the current load empty state of the container inherent information of the pre-arrival freight train, the container assembly sequence table and the loadable cargo weight and quantity are adjusted and determined according to the loading distribution principle of heavy cargo at both ends and light cargo in the middle of the train.

[0145] Determine the customer type of the to-be-loaded cargo at the specific stop station, and schedule and distribute the cargo weight and quantity of each customer type of the to-be-loaded cargo within the range of the loadable cargo weight and quantity in combination with the container assembly sequence table according to the preset customer type priority, to determine the loading order of the to-be-loaded cargo and the corresponding container. For example, according to the customer type, the customers are classified into large customers, medium customers, and small customers; and each type of customer is assigned a priority according to the preset rule, with the large customers having the highest priority, the medium customers having the second highest priority, and the small customers having the lowest priority.

[0146] judging whether the to-be-loaded goods are the same to the station, if yes, the goods to the same station are concentrated and loaded in the same or adjacent container;

[0147] judging the distance of the to-be-loaded goods to the station, if the goods are to the far station, the goods are placed in the container first, if the goods are to the late station, the goods are loaded outside the container;

[0148] according to the weight, quantity, fixed loading time and worker loading efficiency of the to-be-loaded goods at the stop station, the required loading labor quantity is evaluated, calculated and determined;

[0149] the ground simulation scheduling unit outputs the container scheduling plan in real time, including the loading sequence, the weight and quantity of the goods, the container position sequence, the internal loading position of the container, the labor quantity configuration, and provides the visual display of the container scheduling plan.

[0150] In addition, the ground freight data management demonstration center simulates the execution of the container scheduling plan, monitors the execution of the plan, collects the feedback information in the execution process, including the loading efficiency, the safety of the goods and the customer feedback. According to the feedback information, the scheduling algorithm and process are optimized, and the pre-stored container loading and unloading scheduling scheme is adjusted in real time combined with the feedback information, so that the system adaptability and flexibility are improved.

[0151] The above only describes the preferred embodiments of the present application, and it should be noted that for ordinary skilled in the art, without departing from the technical principles of the present application, a number of improvements and modifications can be made, and these improvements and modifications should be considered as the protection scope of the present application.

Claims

1. A high-speed freight data information management system, characterized in that, The ground freight data management demonstration center and the freight data management vehicle platform for transmitting and interacting information between the vehicle and the ground by wireless communication technology are included. The freight data management vehicle platform is arranged on the freight special train along the high-speed rail line, and includes a vehicle-ground information transmission host, a freight information management host, a carriage freight position state management sub-host, an RFID reading terminal and a laser range finder. The carriage freight position state management sub-host respectively transmits and interacts information with the freight information management host, the RFID reading terminal and the laser range finder, and the freight information management host transmits and interacts information between the vehicle-ground information transmission host and the ground simulation server. The freight information management host receives and stores the stop station information and the container loading and unloading plan information transmitted by the vehicle-ground information transmission host, receives and stores the container label information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the carriage freight position state management sub-host, uses the stop station information, the container loading and unloading plan information, the container label information and the container stacking position information to perform container loading and unloading abnormality monitoring and analysis, and transmits the loading and unloading abnormality monitoring and analysis results to the carriage freight position state management sub-host and the ground freight data management demonstration center respectively. The ground freight data management demonstration center acquires, stores and transmits the container loading and unloading plan information to the vehicle-ground information transmission host, and uses the acquired stop station information and the loading and unloading abnormality monitoring and analysis results transmitted by the vehicle-ground information transmission host to perform real-time freight scheduling simulation and scheduling plan update management. The ground freight data management demonstration center includes a ground server, a ground data storage unit, a ground user management unit and a ground simulation scheduling unit. The ground server is connected with the freight information management host for information interaction, and the ground user management unit provides user registration and permission management of managers and security personnel and stores the information in the ground data storage unit. The ground simulation scheduling unit inputs and distributes the container loading and unloading plan information, and uses the security personnel permission information, the stop station information, the container loading and unloading plan information, the container label information, the container stacking position information and the loading and unloading abnormality monitoring and analysis results received and stored by the ground data storage unit to perform freight container loading and unloading plan scheduling simulation and update of the current stop station and the subsequent stop station.

2. The high-speed freight data information management system according to claim 1, characterized in that, The vehicle-ground information transmission host includes a main control unit, a vehicle-ground communication unit, a satellite navigation unit, an interface unit and a power supply unit, the main control unit is connected with the vehicle-ground communication unit, the satellite navigation unit, the interface unit and the power supply unit for electrical signal control, the vehicle-ground communication unit transmits and interacts information with the ground freight data management demonstration center, and the satellite navigation unit acquires the stop station information of the freight special train in real time and transmits the information to the vehicle-ground communication unit and the freight information management host through the interface unit.

3. The high-speed freight data information management system according to claim 2, characterized in that, The freight information management host includes an industrial computer, a user permission unit, a data storage unit, a freight query unit and an abnormality monitoring unit, the industrial computer is connected with the user permission unit, the data storage unit, the freight query unit and the abnormality monitoring unit for information interaction, the user permission unit provides user registration and permission management of managers and security personnel and stores the information in the data storage unit, the freight query unit receives and stores the stop station information and the container loading and unloading plan information transmitted by the vehicle-ground information transmission host, receives and stores the container label information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the carriage freight position state management sub-host, uses the stop station information, the container loading and unloading plan information, the container label information and the container stacking position information to perform container loading and unloading abnormality monitoring and analysis, and transmits the loading and unloading abnormality monitoring and analysis results to the carriage freight position state management sub-host and the ground freight data management demonstration center respectively. The industrial computer is connected with a user permission unit, a data storage unit, a cargo query unit, an abnormality monitoring unit, a train-ground information transmission host and a carriage cargo position state management sub-host for information interaction; The user permission unit audits user permissions to manage the permissions of the security personnel for container loading and unloading operations, the data storage unit stores received security personnel permission information, stopover station information, container loading and unloading plan information, container label information, container storage location information and loading and unloading abnormality monitoring analysis results, and can be visually queried and data exported by the cargo query unit, and the abnormality monitoring unit uses the stopover station information, the container loading and unloading plan information, the container label information and the container storage location information to perform container loading and unloading abnormality monitoring analysis, and transmits the loading and unloading abnormality monitoring analysis results to the carriage cargo position state management sub-host and the ground cargo transportation data management demonstration center through the industrial computer.

4. The high-speed freight transport data information management system of claim 3, wherein, Each carriage is correspondingly provided with a carriage cargo position state management sub-host, an RFID reading terminal and a laser range finder.

5. The high-speed freight transport data information management system of claim 4, wherein, The user permission unit audits user permissions to confirm the permissions of the security personnel for container loading and unloading operations, and the security personnel can call up and check train arrival and departure time display, loading and unloading list display, carriage loading and unloading state display, carriage cargo display and alarm information display through the cargo query unit.

6. The high-speed freight transport data information management system of claim 5, wherein, The RFID reading terminal records the code marked on the container entering the carriage, and after loading and unloading plan information query and matching, writes the container code into the data storage unit of the cargo transportation information management host; The laser range finder records the measured storage location data, and after determining that the container is in the correct carriage storage area, writes the data into the data storage unit of the cargo transportation information management host.

7. The high-speed freight transport data information management system of claim 6, wherein, The container loading and unloading abnormality monitoring analysis includes the following steps: The abnormality monitoring unit obtains the code marked on the container to be loaded and unloaded at the carriage loading and unloading position read by the RFID reading terminal; Obtains the container code in the loading and unloading plan information corresponding to the current stopover station stored in the data storage unit and compares and matches the read code marked on the container to be loaded and unloaded: If the code matching result shows that the final destination of the container is the current stopover station, the loading and unloading plan information in the data storage unit is modified, the container state is set to unloaded, and the modified loading and unloading plan information is transmitted to the ground cargo transportation data management demonstration center; If the code matching result shows that the final destination of the container is not the current stopover station, it is further determined whether the origin station of the container is the current stopover station: If yes, after the data measured by the laser range finder is stable, the laser range finder records the storage location data of the container in the carriage, and determines whether the storage location data corresponds to the correct storage location in the carriage: When the location is incorrect, alarm information is generated and displayed, and is transmitted to the carriage cargo position state management sub-host and the ground cargo transportation data management demonstration center, respectively; If yes, then modify the loading and unloading plan information in the data storage unit and set the container status as unloaded, and transmit the modified loading and unloading plan information to the ground freight data management demonstration center; If no, then generate and display alarm information, and transmit the alarm information to the carriage freight position state management sub-host and the ground freight data management demonstration center respectively.

8. A high-speed freight traffic dispatching management method characterized by, The high-speed freight data information management system according to claims 1-7 comprises the following method steps: Step S1: the freight information management host receives the stopover site information transmitted by the vehicle-ground information transmission host and receives the container loading and unloading plan information distributed by the ground freight data management demonstration center transmitted by the vehicle-ground information transmission host; Step S2: the freight information management host receives the container tag information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the carriage freight position state management sub-host, and transmits the container tag information and the container stacking position information to the ground freight data management demonstration center through the vehicle-ground information transmission host; Step S3: the freight information management host performs loading and unloading abnormality monitoring analysis by using the stopover site information, the container loading and unloading plan information, the container tag information and the container stacking position information: Step S3-1: obtain the code marked on the container to be loaded and unloaded passing through the carriage loading and unloading position by the RFID reading terminal; Step S3-2: obtain the container code in the loading and unloading plan information corresponding to the current stopover site stored in the data storage unit and compare and match the obtained container code with the code marked on the container to be loaded and unloaded: Step S3-3: if the matching result shows that the final destination of the container is the current stopover site, then modify the loading and unloading plan information in the data storage unit and set the container status as unloaded, and transmit the modified loading and unloading plan information to the ground freight data management demonstration center; Step S3-4: if the matching result shows that the final destination of the container is not the current stopover site, then further match and judge whether the origin of the container is the current stopover site: Step S3-4-1: if yes, then obtain the stacking position data of the container in the carriage recorded and transmitted by the laser range finder after the data measured by the laser range finder is stable, and judge whether the stacking position data corresponds to the correct stacking position in the carriage: Step S3-4-1-1: if the position is incorrect, then generate and display alarm information, and transmit the alarm information to the carriage freight position state management sub-host and the ground freight data management demonstration center respectively, so as to respond to the adjustment of the loading and unloading plan of the container until the alarm information is eliminated or the alarm information is eliminated by accepting the instruction; Step S3-4-1-2: if the position is correct, then modify the loading and unloading plan information in the data storage unit and set the container status as loaded, and transmit the modified loading and unloading plan information to the ground freight data management demonstration center; Step S3-4-2: If no, generate and display alarm information, and transmit to the carriage cargo position state management sub-host and the ground freight data management demonstration center respectively, to respond to the adjustment of the loading and unloading plan of the container, until the alarm information is eliminated or the instruction to eliminate the alarm information is accepted; Step S4: The freight information management host receives the simulated updated loading and unloading plan information of the ground freight data management demonstration center using the modified loading and unloading plan information and the preset loading and unloading plan change requirement information of the subsequent different stop stations, and at the subsequent stop stations, combines the container tag information automatically identified by the RFID reading terminal and the container stacking position information measured by the laser range finder transmitted by the carriage cargo position state management sub-host to schedule the loading and unloading of the container.

9. The high-speed freight dispatching management method according to claim 8, wherein, The ground simulation scheduling unit of the ground freight data management demonstration center updates the container scheduling plan of the subsequent stop stations in real time according to the input distributed container loading and unloading plan information, the container loading and unloading plan information and the container state fed back by the freight data management vehicle platform, and the real-time stop station, and combines the input loading and unloading plan change requirement of the subsequent different stop stations to update the container scheduling plan of the subsequent stop stations in real time using the pre-stored container loading and unloading scheduling scheme; The real-time simulation of the updated container scheduling plan of the subsequent stop stations includes the following steps: The ground simulation scheduling unit extracts the inherent information of the container of the pre-arrival freight train at a specific stop station in real time, including the number of containers, the current load empty state; The ground simulation scheduling unit obtains the container loading and unloading plan information of the specific stop station in real time, and extracts the to-be-loaded cargo information on the site, including the customer type, the arrival distance, the cargo weight, and the cargo quantity; The ground simulation scheduling unit uses the pre-stored container loading and unloading scheduling scheme to perform cargo scheduling and distribution according to the obtained container inherent information and the to-be-loaded cargo information of the container loading and unloading plan information: According to the number of containers and the current load empty state of the inherent information of the pre-arrival freight train, the container assembly sequence table and the loadable cargo weight and quantity are adjusted and determined according to the loading distribution principle of heavy cargo at both ends and light cargo in the middle of the train; Determine the customer type of the to-be-loaded cargo at the specific stop station, and according to the preset customer type priority, perform scheduling and distribution of the cargo weight and quantity of the to-be-loaded cargo of each customer type within the loadable cargo weight and quantity range, and determine the loading order of the to-be-loaded cargo and the corresponding container; Determine whether the to-be-loaded cargo arrives at the same station, if so, the cargo at the same stop station is uniformly concentrated and loaded in the same or adjacent container; Determine the arrival distance of the to-be-loaded cargo, if the arrival distance is far, the cargo is placed inside the container first, and if the arrival distance is late, the cargo is loaded outside the container; According to the weight, quantity, fixed loading time and worker loading efficiency of the pre-loaded cargo at the stop station, the required number of loading workers is evaluated, calculated and determined. The ground simulation scheduling unit outputs the container scheduling plan in real time, including the loading cargo sequence, the cargo weight quantity, the container position sequence, the container internal loading position, the manual quantity configuration, and provides visual display of the container scheduling plan.

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