CN109978446A - A kind of monitoring of drug cold chain and information intelligent management system and application method - Google Patents

A kind of monitoring of drug cold chain and information intelligent management system and application method Download PDF

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CN109978446A
CN109978446A CN201910167218.9A CN201910167218A CN109978446A CN 109978446 A CN109978446 A CN 109978446A CN 201910167218 A CN201910167218 A CN 201910167218A CN 109978446 A CN109978446 A CN 109978446A
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赖成龙
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06Q10/08Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/083Shipping
    • G06Q10/0833Tracking
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/08Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks

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Abstract

The invention discloses a kind of monitoring of drug cold chain and information intelligent management systems, including drug information management module, drugs monitoring module, route management module, database, cloud platform, alarm module and intelligent terminal, drug information management module includes storage information acquisition unit, outbound information acquisition unit and resting period statistic unit, drug detection module includes temperature monitoring unit, humidity-monitoring unit and video surveillance unit, and route management module includes route planning unit, route correction unit and position monitor unit;The system can go out storage information to cold chain drug and the resting period is managed, can plan the transit route of cold chain drug, and carry out real-time position monitor to cold chain drug real-time perfoming temperature and humidity and video data acquiring;It is easy to operate the present invention also provides a kind of monitoring of drug cold chain and information intelligent management system application method, convenient for promoting.

Description

A kind of monitoring of drug cold chain and information intelligent management system and application method
Technical field
The present invention relates to drug Cold-chain management technical field, specially a kind of drug cold chain monitoring and information intelligent management system System and application method.
Background technique
Drug refers to the disease for preventing, treating, diagnosing people, and purposefully the physiological function of adjusting people and regulation have suitable Answer the substance of disease or major function, usage and dosage, including Chinese medicine, the prepared slices of Chinese crude drugs, Chinese patent drug, medicinal chemicals and its system Agent, antibiotic, biochemical drug, radioactive drugs, serum, vaccine, blood product and diagnostic aid etc..
Cold chain drug: refer to the drug for there are the temperature requirements such as refrigeration, freezing to drug storage, transport.Such as hospital's usage amount Biggish blood product, various insulin, antibiotic etc., most cold chain drugs require the process of storage and transport The index and guarantee expiration date of drug and drug effect strictly limited carries out in the case where not suffering a loss, wherein it is important that uninterrupted Holding low temperature, temperature constant state, make logistics progress of the cold chain drug during factory, transhipment, handover and accorded with using unit Refrigeration requirements as defined in closing are without " chain rupture ".A branch of the medical cold chain as logistics, refers in particular to pre- to meet people's disease Anti-, diagnosing and treating purpose and a systematic engineering of business of the cold stored medicine entity carried out between the producer to user, packet It includes it and a series of links such as produces, transports, storing, using.With the continuous increase of China's medicine flow scale, it is used as medicine originally The development of the medical cold chain of product circulation supply chain supplement is more noticeable.
But currently, be directed to drug cold chain monitoring and information management system it is perfect not enough, drug can not accurately be chased after Track positioning, and it is not careful enough to the management of medicine information.
Summary of the invention
The technical problem to be solved by the present invention is to overcome the existing defects, provides a kind of monitoring of drug cold chain and information intelligent Management system and application method can effectively solve the problems in background technique.
To achieve the above object, the invention provides the following technical scheme: a kind of monitoring of drug cold chain and information intelligent management System, including drug information management module, drugs monitoring module, route management module, database, cloud platform, alarm module and Intelligent terminal, the input terminal of the cloud platform respectively with the drug information management module, the drugs monitoring module, the road Wire management module, the database are connected with the output end of the intelligent terminal, the output end of the cloud platform respectively with it is described Drug information management module, the drugs monitoring module, the route management module, the database, the alarm module and The input terminal of the intelligent terminal connects, and the drug information management module includes that storage information acquisition unit, outbound information are adopted Collect unit and resting period statistic unit, the drug detection module include temperature monitoring unit, humidity-monitoring unit and video Monitoring unit, the route management module include route planning unit, route correction unit and position monitor unit, and the cloud is flat Platform includes central processing unit, information transmit-receive unit and storage unit, and the intelligent terminal includes display unit and input unit.
As a preferred technical solution of the present invention, the intelligent terminal is smart phone, tablet computer or electrometer Other smart machines such as calculation machine.
As a preferred technical solution of the present invention, the temperature monitoring unit, the humidity-monitoring unit and described Video surveillance unit is set to cold chain drug storeroom.
As a preferred technical solution of the present invention, the alarm module includes warning lamp and buzzer, and the police Show that lamp and the buzzer are set to drug cold chain monitoring management chamber interior.
As a preferred technical solution of the present invention, the position monitor unit is GPS locator, and the positioning is supervised It surveys unit and is installed on cold chain drug delivery vehicle interior.
As a preferred technical solution of the present invention, the storage unit includes cloud storage space and locally-stored device.
The invention also provides a kind of application methods of drug cold chain monitoring and information intelligent management system, including following step It is rapid:
S1. user is by the input unit open system of the intelligent terminal, and the intelligent terminal is to the cloud platform Send instruction;
S2. after the cloud platform receives instruction, operating system, the storage information acquisition in the drug information management module Unit is acquired processing to cold chain drug storage information, and the outbound information acquisition unit carries out cold chain drug outbound information Acquisition process, the resting period statistic unit can count depositing for cold chain drug according to the storage and outbound information of cold chain drug Time and amount of storage are put, the temperature monitoring unit in the drugs monitoring module adopts cold chain drug environment temperature Collection, the humidity-monitoring unit is acquired cold chain drug ambient humidity, the video surveillance unit can to cold chain drug into Row video acquisition, and send monitoring data to cloud platform;
S3. the cold chain drug received is put in storage data, outbound data, resting period and inventory data, environment by the cloud platform Temperature data, ambient humidity data and video surveillance Data Data are analyzed and processed by the central processing unit;
S4. the cloud platform extracts cold chain drug normal data out of described database, then by Data Analysis Services Result afterwards is compared with cold chain drug normal data, can determine whether the environment temperature of cold chain drug and humidity are reasonable, can Judge whether cold chain drug is stolen, can determine whether the quantity in stock of cold chain drug and whether storage quantity is reasonable out, can determine whether cold chain drug Resting period it is whether reasonable, data comparison result is stored by the storage unit, then by data comparison result Send the intelligent terminal to;
S5. when comparing result shows that cold chain drug occurs abnormal, instruction can be assigned to the alarm module and be warned, passed through The intelligent terminal is sent by the cold chain medicine information to go wrong, the intelligent terminal is shown by the display unit Show, user can arrive corresponding cold chain drug storeroom, to cold chain drug according to the information of cold chain drug according to comparing result It is checked and is handled;
S6. intelligent terminal login user end can be used in user, places an order, after the cloud platform receives order, according to ordering It needs the final position of cold chain drug to select suitable distribution point position in list, is sent to the route management module, the road Line planning unit can formulate a plurality of transit route, conveying people to distribution point according to cold chain medicine distribution point position and final position After the cold chain drug in order is extracted in position, a wherein transit route may be selected and transported, it is described when extracting cold chain drug Drug information management module goes out storage information to cold chain drug and is acquired, and is sent to the cloud platform, in transportational process, Haulage vehicle position is sent to described conveying people by Iterim Change route, the position monitor unit in real time as the case may be Cloud platform, the route correction unit can re-start the route that terminal is gone in planning according to the variation route that conveying people selects, Conveying people can re-start selection confirmation;
S7. when the flat holder makes a reservation for fortune analysis shows that conveying people deviates according to the data that the position monitor unit is sent It is defeated offline, and do not reselect variation route, then instruction is sent to the alarm module and warned, and transfer data to institute State intelligent terminal, staff after query information, carries out inquiry concrete condition to conveying people according to warning;
S8. user can be used the intelligent terminal check at any time state of the cold chain drug in storing process or transportational process and Position, the accurate information for understanding cold chain drug.
Compared with prior art, the beneficial effects of the present invention are:
1, cold chain drug can be gone out storage information and storage information is adopted by the present invention by setting drug information management module Collection, and transfer data to cloud platform.
2, the present invention can carry out temperature-humidity monitoring to cold chain drug environment and screen is supervised by setting drugs monitoring module It surveys, and transfers data to cloud platform.
3, the present invention can be analyzed and processed data, and extract out of database by setting cloud platform and database Cold chain drug normal data compares, and provides the basis of analysis comparison for monitoring data, can comparing result be saved and be sent To intelligent terminal.
4, the present invention can plan the transit route of cold chain drug, can be slapped in real time by setting route management module Hold the information of cold chain drug in transit.
5, the present invention can control system by setting intelligent terminal, the comparing result that can be sent to basis, right Corresponding cold chain drug is checked and is handled, and intelligent terminal can be used to check monitoring data and normal data.
Detailed description of the invention
Fig. 1 is connection schematic diagram of the present invention.
In figure: 1, drug information management module;2, drugs monitoring module;3, route management module;4, database;5, Yun Ping Platform;6, alarm module;7, intelligent terminal;8, storage information acquisition unit;9, outbound information acquisition unit;10, the resting period unites Count unit;11, temperature monitoring unit;12, humidity-monitoring unit;13, video surveillance unit;14, route planning unit;15, road Line corrects unit;16, position monitor unit;17, central processing unit;18, information transmit-receive unit;19, storage unit;20, it shows Show unit;21, input unit.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.
Referring to Fig. 1, the present invention provides a kind of technical solution: a kind of monitoring of drug cold chain and information intelligent management system, Including drug information management module 1, drugs monitoring module 2, route management module 3, database 4, cloud platform 5,6 and of alarm module Intelligent terminal 7, the input terminal of cloud platform 5 respectively with drug information management module 1, drugs monitoring module 2, route management module 3, Database 4 is connected with the output end of intelligent terminal 7, and the output end of cloud platform 5 is supervised with drug information management module 1, drug respectively It surveys module 2, route management module 3, database 4, alarm module 6 to connect with the input terminal of intelligent terminal 7, drug information management mould Block 1 includes storage information acquisition unit 8, outbound information acquisition unit 9 and resting period statistic unit 10, drug detection module 2 Including temperature monitoring unit 11, humidity-monitoring unit 12 and video surveillance unit 13, route management module 3 includes route planning list Member 14, route correction unit 15 and position monitor unit 16, cloud platform 5 include central processing unit 17, information transmit-receive unit 18 With storage unit 19, intelligent terminal 7 includes display unit 20 and input unit 21.
For the ease of carrying out using in the present embodiment, it is preferred that intelligent terminal 7 is smart phone, tablet computer or electronics Other smart machines such as computer.
For the ease of carrying out data acquisition and monitoring to cold chain drug, in the present embodiment, it is preferred that view temperature monitoring unit 11, humidity-monitoring unit 12 and video surveillance unit 13 are set to cold chain drug storeroom.
For the ease of being warned to system user, in the present embodiment, it is preferred that alarm module 6 include warning lamp and Buzzer, and warning lamp and buzzer are set to drug cold chain monitoring management chamber interior.
For the ease of carrying out operation detection to cold chain drug, in the present embodiment, it is preferred that position monitor unit 16 is GPS Locator, and position monitor unit 16 is installed on cold chain drug delivery vehicle interior.
For the ease of being stored to data, in the present embodiment, it is preferred that storage unit 19 includes cloud storage space and this Ground reservoir.
Its application method, comprising the following steps:
S1. user passes through 20 open system of input unit of intelligent terminal 7, and intelligent terminal 7 sends to cloud platform 5 and instructs;
S2. after cloud platform 5 receives instruction, operating system, the storage information acquisition unit 8 in drug information management module 1 is to cold Chain drug storage information is acquired processing, and outbound information acquisition unit 9 is acquired processing to cold chain drug outbound information, deposits Putting time statistic unit 10 according to the storage and outbound information of cold chain drug, can count resting period and the storage of cold chain drug It measures, the temperature monitoring unit 11 in drugs monitoring module 2 is acquired cold chain drug environment temperature, and humidity-monitoring unit 12 is right Cold chain drug ambient humidity is acquired, and video surveillance unit 13 can carry out video acquisition to cold chain drug, and by monitoring data Send cloud platform 5 to;
S3. the cold chain drug received is put in storage data, outbound data, resting period and inventory data, environment temperature by cloud platform 5 Data, ambient humidity data and video surveillance Data Data are analyzed and processed by central processing unit 13;
S4. cloud platform 5 extracts cold chain drug normal data out of database 4, then by the knot after Data Analysis Services Fruit compares with cold chain drug normal data, can determine whether the environment temperature of cold chain drug and humidity are reasonable, can determine whether cold Whether chain drug is stolen, and can determine whether the quantity in stock of cold chain drug and whether storage quantity is reasonable out, can determine whether the storage of cold chain drug Whether the time is reasonable, stores data comparison result by storage unit 19, then sends data comparison result to intelligence It can terminal 7;
S5. when comparing result shows that cold chain drug occurs abnormal, instruction can be assigned to alarm module 6 and be warned, pass through by The cold chain medicine information to go wrong is sent to intelligent terminal 7, and intelligent terminal 7 is shown by display unit 20, user According to comparing result, corresponding cold chain drug storeroom can be arrived according to the information of cold chain drug, cold chain drug check and Processing;
S6. 7 login user end of intelligent terminal can be used in user, places an order, after cloud platform 5 receives order, according to need in order It wants the final position of cold chain drug to select suitable distribution point position, is sent to route management module 3, route planning unit 11 can A plurality of transit route is formulated according to cold chain medicine distribution point position and final position, conveying people to distribution point position extracts order In cold chain drug after, may be selected wherein a transit route transported, extract cold chain drug when, drug information management module 1 pair of cold chain drug goes out storage information and is acquired, and is sent to cloud platform 5, and in transportational process, conveying people is according to specific feelings Haulage vehicle position is sent to cloud platform 5 by condition Iterim Change route, position monitor unit 16 in real time, and route correction unit 15 can The route that terminal is gone in planning is re-started according to the variation route that conveying people selects, it is true that conveying people can re-start selection Recognize;
S7. the data that are sent when flat holder 5 according to position monitor unit 16 analysis shows that conveying people deviate predetermined delivery from Line, and do not reselect variation route, then instruction is sent to alarm module 6 and warned, and transfer data to intelligent terminal 7, staff after query information, carries out inquiry concrete condition to conveying people according to warning;
S8. intelligent terminal 7 can be used to check state and position of the cold chain drug in storing process or transportational process at any time for user It sets, the accurate information for understanding cold chain drug.
Cold chain drug can be gone out storage information and storage information is carried out by the present invention by setting drug information management module 1 Acquisition, and transfer data to cloud platform 5;By the way that drugs monitoring module 2 is arranged, temperature and humidity prison can be carried out to cold chain drug environment It surveys and screen monitors, and transfer data to cloud platform 5;By setting cloud platform 5 and database 4, data can be analyzed Processing, and extract cold chain drug normal data out of database 4 and compare, the basis of analysis comparison is provided for monitoring data, Comparing result can be saved and be sent to intelligent terminal 7;It, can transport road to cold chain drug by the way that route management module 3 is arranged Line is planned, can grasp the information of cold chain drug in transit in real time;By the way that intelligent terminal 7 is arranged, system can be controlled System can be checked and be handled to corresponding cold chain drug to according to the comparing result sent, can be used intelligent terminal 7 right Monitoring data and normal data are checked.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding And modification, the scope of the present invention is defined by the appended.

Claims (7)

1. a kind of drug cold chain monitoring and information intelligent management system, including drug information management module (1), drugs monitoring module (2), route management module (3), database (4), cloud platform (5), alarm module (6) and intelligent terminal (7), it is characterised in that: The input terminal of the cloud platform (5) respectively with the drug information management module (1), the drugs monitoring module (2), the road Wire management module (3), the database (4) are connected with the output end of the intelligent terminal (7), the output of the cloud platform (5) End respectively with the drug information management module (1), the drugs monitoring module (2), the route management module (3), described Database (4), the alarm module (6) are connected with the input terminal of the intelligent terminal (7), the drug information management module It (1) include storage information acquisition unit (8), outbound information acquisition unit (9) and resting period statistic unit (10), the drug Detection module (2) includes temperature monitoring unit (11), humidity-monitoring unit (12) and video surveillance unit (13), the route pipe Managing module (3) includes route planning unit (14), route correction unit (15) and position monitor unit (16), the cloud platform It (5) include central processing unit (17), information transmit-receive unit (18) and storage unit (19), the intelligent terminal (7) includes aobvious Show unit (20) and input unit (21).
2. a kind of drug cold chain monitoring according to claim 1 and information intelligent management system, it is characterised in that: the intelligence Energy terminal (7) is other smart machines such as smart phone, tablet computer or electronic computer.
3. a kind of drug cold chain monitoring according to claim 1 and information intelligent management system, it is characterised in that: the temperature Monitoring unit (11), the humidity-monitoring unit (12) and the video surveillance unit (13) is spent to be set to cold chain drug and store Place.
4. a kind of drug cold chain monitoring according to claim 1 and information intelligent management system, it is characterised in that: the police Show that module (6) includes warning lamp and buzzer, and the warning lamp and the buzzer are set to drug cold chain monitoring management room It is internal.
5. a kind of drug cold chain monitoring according to claim 1 and information intelligent management system, it is characterised in that: described fixed Position monitoring unit (16) is GPS locator, and the position monitor unit (16) is installed on cold chain drug delivery vehicle interior.
6. a kind of drug cold chain monitoring according to claim 1 and information intelligent management system, it is characterised in that: described to deposit Storage unit (19) includes cloud storage space and locally-stored device.
7. a kind of application method of drug cold chain monitoring and information intelligent management system, it is characterised in that: the following steps are included:
S1. user is by the input unit (20) open system of the intelligent terminal (7), the intelligent terminal (7) to The cloud platform (5) sends instruction;
S2. after the cloud platform (4) receives instruction, operating system, the storage letter in the drug information management module (1) Breath acquisition unit (8) is acquired processing to cold chain drug storage information, and the outbound information acquisition unit (9) is to cold chain drug Outbound information is acquired processing, the resting period statistic unit (10) can according to the storage and outbound information of cold chain drug, Resting period and the amount of storage of cold chain drug are counted, the temperature monitoring unit (11) in the drugs monitoring module (2) is right Cold chain drug environment temperature is acquired, and the humidity-monitoring unit (12) is acquired cold chain drug ambient humidity, described Video surveillance unit (13) can carry out video acquisition to cold chain drug, and send monitoring data to cloud platform (5);
S3. the cold chain drug received is put in storage data, outbound data, resting period and inventory data, ring by the cloud platform (5) Border temperature data, ambient humidity data and video surveillance Data Data are carried out at analysis by the central processing unit (13) Reason;
S4. the cloud platform (5) extracts cold chain drug normal data out of the database (4), then by data point Treated that result is compared with cold chain drug normal data for analysis, can determine whether the environment temperature of cold chain drug and humidity close Reason, can determine whether cold chain drug is stolen, can determine whether the quantity in stock of cold chain drug and whether storage quantity is reasonable out, can determine whether cold chain Whether the resting period of drug is reasonable, is stored data comparison result by the storage unit (19), then by data Comparing result sends the intelligent terminal (7) to;
S5. when comparing result shows that cold chain drug occurs abnormal, instruction can be assigned to the alarm module (6) and is warned, It is sent to the intelligent terminal (7) by the cold chain medicine information that will be gone wrong, the intelligent terminal (7) passes through the display Unit (20) is shown that user can store according to the information of cold chain drug to corresponding cold chain drug according to comparing result Place, is checked and is handled to cold chain drug;
S6. the intelligent terminal (7) login user end can be used in user, places an order, after the cloud platform (5) receives order, According to needing the final position of cold chain drug to select suitable distribution point position in order, it is sent to the route management module (3), the route planning unit (11) can formulate a plurality of transit route, fortune according to cold chain medicine distribution point position and final position After defeated personnel extract the cold chain drug in order to distribution point position, a wherein transit route may be selected and transported, extract When cold chain drug, the drug information management module (1) goes out storage information to cold chain drug and is acquired, and is sent to the cloud Platform (5), in transportational process, Iterim Change route, the position monitor unit (16) will as the case may be for conveying people Haulage vehicle position is sent to the cloud platform (5) in real time, what the route correction unit (15) can select according to conveying people Variation route re-starts the route that terminal is gone in planning, and conveying people can re-start selection confirmation;
S7. the data sent according to the position monitor unit (16) when the flat holder (5) are analysis shows that conveying people is inclined It is offline from predetermined delivery, and do not reselect variation route, then instruction is sent to the alarm module (6) and warned, and will Data transmission gives the intelligent terminal (7), and staff is according to warning, after query information, inquire to conveying people specific Situation;
S8. the intelligent terminal (7) can be used to check shape of the cold chain drug in storing process or transportational process at any time for user State and position, the accurate information for understanding cold chain drug.
CN201910167218.9A 2019-03-06 2019-03-06 A kind of monitoring of drug cold chain and information intelligent management system and application method Withdrawn CN109978446A (en)

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CN110727963A (en) * 2019-10-18 2020-01-24 南京德益康信息科技有限公司 Medicine cold chain data tamper-proofing method based on full dynamic data tracking
CN111353741A (en) * 2020-03-01 2020-06-30 广东跨元航天医学工程技术有限公司 Information processing method and device for improving medicine use safety
CN111626667A (en) * 2020-05-15 2020-09-04 中储南京智慧物流科技有限公司 Intelligent pairing method for online loading of vehicles and goods
CN111985326A (en) * 2020-07-15 2020-11-24 菜鸟智能物流控股有限公司 Data processing method and device, electronic equipment and storage medium
CN112308488A (en) * 2020-10-28 2021-02-02 深圳御膳坊智能科技有限公司 Cold chain distribution system and control method
CN112561163A (en) * 2020-12-16 2021-03-26 江苏昆交物流股份有限公司 Cold-chain logistics vehicle path planning system based on customer management
CN113467557A (en) * 2021-08-09 2021-10-01 合肥志诚邦远家居有限责任公司 Intelligent control system for warehouse entry and exit
CN115375044A (en) * 2022-10-24 2022-11-22 成都易速物流有限公司 Method for optimizing distribution route in real time by real-time running of cold chain transport vehicle
CN115936560A (en) * 2023-01-09 2023-04-07 浙江迪安深海冷链物流有限公司 Closed loop cold chain monitoring method
CN116523167A (en) * 2023-07-03 2023-08-01 武汉大学人民医院(湖北省人民医院) Intelligent medicine management method and system
CN117635009A (en) * 2024-01-25 2024-03-01 四川汇利实业有限公司 Intelligent monitoring method, system, equipment and storage medium for cold chain transportation
CN118111190A (en) * 2024-01-18 2024-05-31 滨州市美厨厨业有限公司 Visual management system of freezer

Cited By (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110727963A (en) * 2019-10-18 2020-01-24 南京德益康信息科技有限公司 Medicine cold chain data tamper-proofing method based on full dynamic data tracking
CN111353741A (en) * 2020-03-01 2020-06-30 广东跨元航天医学工程技术有限公司 Information processing method and device for improving medicine use safety
CN111626667A (en) * 2020-05-15 2020-09-04 中储南京智慧物流科技有限公司 Intelligent pairing method for online loading of vehicles and goods
CN111985326B (en) * 2020-07-15 2024-02-13 菜鸟智能物流控股有限公司 Data processing method, device, electronic equipment and storage medium
CN111985326A (en) * 2020-07-15 2020-11-24 菜鸟智能物流控股有限公司 Data processing method and device, electronic equipment and storage medium
CN112308488A (en) * 2020-10-28 2021-02-02 深圳御膳坊智能科技有限公司 Cold chain distribution system and control method
CN112561163A (en) * 2020-12-16 2021-03-26 江苏昆交物流股份有限公司 Cold-chain logistics vehicle path planning system based on customer management
CN113467557A (en) * 2021-08-09 2021-10-01 合肥志诚邦远家居有限责任公司 Intelligent control system for warehouse entry and exit
CN113467557B (en) * 2021-08-09 2022-08-09 合肥志诚邦远家居有限责任公司 Intelligent control system for warehouse entry and exit
CN115375044A (en) * 2022-10-24 2022-11-22 成都易速物流有限公司 Method for optimizing distribution route in real time by real-time running of cold chain transport vehicle
CN115936560B (en) * 2023-01-09 2023-08-15 浙江迪安深海冷链物流有限公司 Closed loop cold chain monitoring method
CN115936560A (en) * 2023-01-09 2023-04-07 浙江迪安深海冷链物流有限公司 Closed loop cold chain monitoring method
CN116523167A (en) * 2023-07-03 2023-08-01 武汉大学人民医院(湖北省人民医院) Intelligent medicine management method and system
CN116523167B (en) * 2023-07-03 2023-09-15 武汉大学人民医院(湖北省人民医院) Intelligent medicine management method and system
CN118111190A (en) * 2024-01-18 2024-05-31 滨州市美厨厨业有限公司 Visual management system of freezer
CN118111190B (en) * 2024-01-18 2024-08-13 滨州市美厨厨业有限公司 Visual management system of freezer
CN117635009A (en) * 2024-01-25 2024-03-01 四川汇利实业有限公司 Intelligent monitoring method, system, equipment and storage medium for cold chain transportation
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