CN108009777A - Drug delivery remote monitoring system, cloud platform, client and monitoring method - Google Patents

Drug delivery remote monitoring system, cloud platform, client and monitoring method Download PDF

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CN108009777A
CN108009777A CN201711406664.8A CN201711406664A CN108009777A CN 108009777 A CN108009777 A CN 108009777A CN 201711406664 A CN201711406664 A CN 201711406664A CN 108009777 A CN108009777 A CN 108009777A
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information
transport
medicine
cloud platform
transit
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CN108009777B (en
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杨照林
邵兰云
杨波
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    • 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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    • G06Q10/083Shipping
    • 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/40Business processes related to the transportation industry

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Abstract

The present invention relates to a kind of drug delivery remote monitoring system, cloud platform, client and monitoring method, the described method comprises the following steps:(1) drug delivery information is obtained by transit information acquisition terminal, the transit information includes at least medicine with goods colleague list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, the administrative one kind registered in publicity information and means of transport real time position of means of transport;(2) client sends communication request to monitoring cloud platform, obtains medicine with the single transit information of goods colleague;(3) cloud platform is monitored according to the communication request, and corresponding transit information is sent to client;(4) client sends return information, monitoring cloud platform determines medicine with the single state of goods colleague according to return information according to the transit information to monitoring cloud platform.

Description

Drug delivery remote monitoring system, cloud platform, client and monitoring method
Technical field
The present invention relates to a kind of drug delivery remote monitoring system, cloud platform, client and monitoring method.
Background technology
Drug handling must have《License for pharmaceutical trading》, and to meet medicine GSP (medicine market quality management rule Model) required by process of operation in quality control, but during the medicine market of enterprise practical, the transportational process of medicine is It is very easy to depart from GSP management.
At present, the transport of medicine is mainly via following three kinds of channels, first, drug business corporation transports oneself sale in itself Or the product of buying;Second, Drug Flow company transports the medicine of other companies;Third, social third-party logistics company transport medicine Product.Qian Liang classes company is transported to and the client of enterprise or company's class agreement due to being all to extract medicine from the warehouse of enterprise Address, including registered address or warehouse address, so being substantially not present the risk that counterfeit drug is mixed into medicine abuses or transport.
But just it is very easy to the problem of medicine abuses occur by the mode that social third party carrier carries, due to this Class company generally pays no attention to medicine source, and entity and individual can entrust transport medicine, and can transport client and specify ground Point, so as to generate medicine abuses and counterfeit drug is mixed into the risk in drug flow market.
The content of the invention
For the deficiencies in the prior art, the present invention provides a kind of drug delivery remote monitoring system, realize The positioning of means of transport and the binding of medicine and means of transport, it is single by inquiring about going together with goods for medicine, realize drug delivery The monitoring of overall process, it is therefore prevented that counterfeit drug is mixed into, it is therefore prevented that the abuses of medicine.
The technical scheme is that:
A kind of drug delivery remote monitoring system, including monitoring cloud platform, transit information acquisition terminal and client, its In:
Transit information acquisition terminal, for obtaining transit information, and sends to monitoring cloud platform;The transit information is at least Including medicine with goods colleague list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, transfer One kind in the administrative registration publicity information of temporal information, means of transport and means of transport real time position;
Cloud platform is monitored, receives and stores the transit information, two-way communication is carried out with client;
Client, for inquiring about the transit information of medicine, letter in reply is sent back according to the transit information to monitoring cloud platform Breath.
Further, the transit information acquisition terminal includes data input module, GPS positioning module, administrative registered letter Cease handling module and display module;
Described information recording module is used for typing medicine with goods colleague list, transport departure place, transport destination, means of transport Information, transfer address and transhipment number;
The GPS positioning module is used for the position for obtaining means of transport in real time, and marks the temporal information of each position;
The administrative information handling module, according to the means of transport information obtained by data input module, searches for haulagman The administrative registration publicity information of tool;
The display module is connected with above- mentioned information recording module, GPS positioning module and administrative information handling module, is used for Show the transit information.
Further, the transit information acquisition terminal further includes temperature and humidity acquisition module, for detecting haulagman in real time Humiture in tool, and humiture information is sent to monitoring cloud platform.
Present invention also offers a kind of cloud platform for drug delivery remote monitoring, including:
The transit information of transit information acquisition terminal transmission is received and stored, the transit information includes at least medicine with goods Colleague's list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, transport One kind in the administrative registration publicity information of instrument and means of transport real time position;
The communication request that client is sent is received, corresponding transit information is sent to client according to the communication request;
The return information that client is sent is received, according to return information, determines medicine with the single state of goods colleague;The medicine Product include completion, unfinished and alarm status with the single state of goods colleague.
Further, it is described to determine that medicine includes with the single state of goods colleague according to return information:If return information is true Recognize, then it is completion status that cachet pharmaceutical is single with goods colleague;If return information is to be confirmed, cachet pharmaceutical is with goods colleague Dan Weiwei Completion status;If return information is alarm, it is alarm status that cachet pharmaceutical is single with goods colleague;Above-mentioned medicine is with the single shape of goods colleague State is modifiable, can change number and be determined according to setting value.
Further, which, which further includes, sets user management authority, for generating or eliminating with main management authority User, and with from the user of administration authority;Point of authority content is carried out to the user with different administration authorities Match somebody with somebody.
Present invention also offers a kind of client for drug delivery remote monitoring, is connected with monitoring cloud platform, including:
Communication request is initiated to monitoring cloud platform, receives and shows the transit information;The transit information includes at least Medicine is with goods colleague list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time One kind in the administrative registration publicity information of information, means of transport and means of transport real time position;
According to the transit information, return information is sent to monitoring cloud platform, the return information includes confirming, is to be confirmed And alarm;The return information can be transmitted number and be determined according to setting value.
For said system, the present invention proposes a kind of drug delivery long-distance monitoring method, comprises the following steps:
(1) drug delivery information is obtained by transit information acquisition terminal, the transit information includes at least medicine with goods Colleague's list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, transport One kind in the administrative registration publicity information of instrument and means of transport real time position;
(2) client sends communication request to monitoring cloud platform, obtains medicine with the single transit information of goods colleague;
(3) cloud platform is monitored according to the communication request, and corresponding transit information is sent to client;
(4) client sends return information, monitoring cloud platform is according to reply according to the transit information to monitoring cloud platform Information, determines medicine with the single state of goods colleague.
Further, the step (4) includes:
(4-1) user sends return information, the return information includes true according to the transit information to monitoring cloud platform Recognize, to be confirmed and alarm;The return information can be transmitted number and be determined according to setting value;
(4-2) if return information is confirmation, it is completion status that cachet pharmaceutical is single with goods colleague;If return information is true to treat Recognize, then it is unfinished state that cachet pharmaceutical is single with goods colleague;If return information is alarm, cachet pharmaceutical is with goods colleague Dan Weigao Alert state;Above-mentioned medicine is modifiable with the single state of goods colleague, can change number and be determined according to the setting value.
Further, this method further includes monitoring cloud platform and sets user management authority, has master for generating or eliminating The user of administration authority, and with the user from administration authority;The user of the main management authority has setting value administrative power Limit, medicine are with the single status modifier authority of goods colleague and medicine with the single state inquiry authority of goods colleague;It is described from administration authority User has medicine with the single state inquiry authority of goods colleague.
Beneficial effects of the present invention:
Drug delivery real-time query proposed by the present invention and control system is prevent medicine abuses phenomenon from providing important guarantor Card, realizes the positioning of means of transport and the binding of medicine and means of transport, single by inquiring about going together with goods for medicine, realizes The monitoring of drug delivery overall process, it is therefore prevented that counterfeit drug is mixed into;Prevent the abuses of medicine.
Meanwhile the thermograph of the real-time query of drug delivery and control system when realizing drug delivery, according to temperature Record, takes necessary insulation or refrigeration, freezing operation, the quality of medicine has been effectively ensured.
Brief description of the drawings
Fig. 1 is the schematic diagram of drug delivery remote monitoring system of the present invention.
Embodiment:
The invention will be further described with embodiment below in conjunction with the accompanying drawings:
It is noted that described further below is all illustrative, it is intended to provides further instruction to the application.It is unless another Indicate, all technical and scientific terms used herein has usual with the application person of an ordinary skill in the technical field The identical meanings of understanding.
It should be noted that term used herein above is merely to describe embodiment, and be not intended to restricted root According to the illustrative embodiments of the application.As used herein, unless the context clearly indicates otherwise, otherwise singulative It is also intended to include plural form, additionally, it should be understood that, when in the present specification using term "comprising" and/or " bag Include " when, it indicates existing characteristics, step, operation, device, component and/or combinations thereof.
As shown in Figure 1, a kind of exemplary embodiments of the present invention are a kind of drug delivery remote monitoring systems, including monitoring cloud Platform, transit information acquisition terminal and client, wherein:
Transit information acquisition terminal, for obtaining transit information, and sends to monitoring cloud platform;The transit information is at least Including medicine with goods colleague list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, transfer One kind in the administrative registration publicity information of temporal information, means of transport and means of transport real time position;
Cloud platform is monitored, receives and stores the transit information, two-way communication is carried out with client;
Client, for inquiring about the transit information of medicine, return information is sent according to transit information to monitoring cloud platform.
Wherein, transit information acquisition terminal includes multiple terminal, such as can use data input module, GPS positioning mould Block and administrative register information handling module;
Data input module typing medicine with goods colleague is single, transport departure place, transport destination, means of transport information, in Turn address and transhipment number;
For wherein medicine with the single data input device that can use hand-held of goods colleague, other need the information of typing can be with Using touch input and display device, typing is carried out;The handheld terminal for possessing GPS positioning function can also be used, so that real The collection of various information when having showed medicine transhipment.
Can also use specialty GPS positioning module, in real time obtain means of transport position, and mark each position when Between information;The GPS positioning module can be on means of transport be fixedly mounted on;
Administrative information handling module, according to the means of transport information obtained by data input module, on public network Scan for, obtain the administrative registration publicity information of means of transport;
The result that above- mentioned information recording module, GPS positioning module, administrative information handling module obtain can be by showing mould Block is shown.
In order to enrich the function of the system, temperature and humidity acquisition module, Ke Yitong can be added in transit information acquisition terminal The humiture situation during client real-time query drug delivery is crossed, by temperature and humidity acquisition module, monitoring cloud is uploaded to and puts down The above-mentioned humiture information of platform, realizes remote monitoring and early warning, and realizes that humiture stores data.
In order to realize said system, the invention also provides a kind of cloud platform for drug delivery remote monitoring, including:
The transit information of transit information acquisition terminal transmission is received and stored, the transit information includes at least medicine with goods Colleague's list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, transport One kind in the administrative registration publicity information of instrument and means of transport real time position;
The communication request that client is sent is received, corresponding transit information is sent to client according to the communication request;
The return information that client is sent is received, according to return information, determines medicine with the single state of goods colleague;The medicine Product include completion, unfinished and alarm status with the single state of goods colleague.
Further, if return information is confirms, it is completion status that cachet pharmaceutical is single with goods colleague;If return information is To be confirmed, then it is unfinished state that cachet pharmaceutical is single with goods colleague;If return information is alarm, cachet pharmaceutical is gone together single with goods For alarm status;Above-mentioned medicine is modifiable with the single state of goods colleague, can change number and be determined according to setting value.
The cloud platform, which further includes, sets user management authority, for generating or eliminating the user with main management authority, with And with the user from administration authority;The distribution of authority content is carried out to the user with different administration authorities.
Except cloud platform, the present invention gives a kind of embodiment of client, which is connected with monitoring cloud platform, Including:
Communication request is initiated to monitoring cloud platform, receives and shows the transit information;The transit information includes at least Medicine is with goods colleague list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time One kind in the administrative registration publicity information of information, means of transport and means of transport real time position;
According to the transit information, return information is sent to monitoring cloud platform, the return information includes confirming, is to be confirmed And alarm;The return information can be transmitted number and be determined according to setting value.
The client can be computer, tablet and mobile phone, and client utilizes cell phone application, by inquiring about manifest number, time The items of information such as section, vehicle, place, realize the inquiry of related medicine traffic condition.
Meanwhile client can also inquire about the link that medicine joins in whole transportational process.Such as:
A collection of medicine from origin to destination, experienced and move backward several times, where carry out respectively, license plate number It is how many.Medicine manifest number is scanned by handheld terminal, and combines GPS positioning, realizes the real-time tracking of medicine.
In cloud platform, the relevant information of daily medicine is stored, and matches the transport track of associated vehicle.Related visitor Family can be accessed by the username and password of mandate.
The present invention is on the basis of above-mentioned drug delivery remote monitoring system, cloud platform, client, it is proposed that a kind of long-range Monitoring method, including:
(1) drug delivery information is obtained by transit information acquisition terminal, the transit information includes at least medicine with goods Colleague's list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, transport One kind in the administrative registration publicity information of instrument and means of transport real time position;
(2) client sends communication request to monitoring cloud platform, obtains medicine with the single transit information of goods colleague;
(3) cloud platform is monitored according to the communication request, and corresponding transit information is sent to client;
(4) client sends return information, monitoring cloud platform is according to reply according to the transit information to monitoring cloud platform Information, determines medicine with the single state of goods colleague.
The two-way communication of client and cloud platform includes:User sends back according to the transit information to monitoring cloud platform Complex information;Return information includes confirmation, to be confirmed and alarm;Return information can be transmitted number and be determined according to setting value;
If return information is confirms, it is completion status that cachet pharmaceutical is single with goods colleague;If return information is to be confirmed, It is unfinished state that cachet pharmaceutical is single with goods colleague;If return information is alarm, cachet pharmaceutical is single for alarm shape with goods colleague State;Above-mentioned medicine is modifiable with the single state of goods colleague, can change number and be determined according to setting value.
By being configured to setting value, the medicine that this monitoring system finally determines can be caused to have really with goods colleague is single Determine power, client can be by client query medicine with the single state of goods colleague, if he thinks that this appoints with goods colleague's list is no What query, that is, determining should go together single with goods, but be changed to client since other reasons allow immediately and change one's attitude, he can general Should not completed or alarm status with single change into from completion status of goods colleague, but the number of this change be it is limited, this Allowing for client needs to make decision with caution, while also maintains the function of this monitoring system, avoids the system from being abused, fully Play its beneficial supervisory function bit.
Meanwhile be previously mentioned for the above, monitoring cloud platform can also set the authority of user, we can set main management The user of authority has setting value administration authority, medicine with the single status modifier authority of goods colleague and medicine with the single state of goods colleague Search access right;There is medicine with the single state inquiry authority of goods colleague from the user of administration authority, be so provided with beneficial to monitoring system The performance for performance of uniting, if there is medicine abuses phenomenon, can make remedial measure within the time as short as possible.
By drug delivery remote monitoring system proposed by the present invention, it can realize that medicine is transported to adopting from retailer's outbound The trackability for the delivery chain that purchase business receives.The system can realize client mobile phone terminal inquiry cargo location, turn Transport the query function of point and time etc..
Whole process can use electronic bar code scanning, GPS positioning, data acquisition, mode, the projects such as be wirelessly transferred Install convenient is quick, realizes the target such as easy to operate, pollution-free, intelligent well.
The present invention realizes the positioning of means of transport and the binding of medicine and means of transport, by inquiring about the same with goods of medicine Row is single, realizes the monitoring of drug delivery overall process, it is therefore prevented that counterfeit drug is mixed into;Prevent the abuses of medicine.
Meanwhile the thermograph of the real-time query of drug delivery and control system when realizing drug delivery, according to temperature Record, takes necessary insulation or refrigeration, freezing operation, the quality of medicine has been effectively ensured.
The foregoing is merely the preferred embodiment of the application, the application is not limited to, for the skill of this area For art personnel, the application can have various modifications and variations.It is all within spirit herein and principle, made any repair Change, equivalent substitution, improvement etc., should be included within the protection domain of the application.

Claims (10)

  1. A kind of 1. drug delivery remote monitoring system, it is characterized in that including monitoring cloud platform, transit information acquisition terminal and client End, wherein:
    Transit information acquisition terminal, for obtaining transit information, and sends to monitoring cloud platform;The transit information includes at least Medicine is with goods colleague list, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time One kind in the administrative registration publicity information of information, means of transport and means of transport real time position;
    Cloud platform is monitored, receives and stores the transit information, two-way communication is carried out with client;
    Client, for inquiring about the transit information of medicine, return information is sent according to the transit information to monitoring cloud platform.
  2. A kind of 2. drug delivery remote monitoring system as claimed in claim 1, it is characterized in that the transit information acquisition terminal Including data input module, GPS positioning module, administrative register information handling module and display module;
    Described information recording module is used for typing medicine and believes with goods colleague list, transport departure place, transport destination, means of transport Breath, transfer address and transhipment number;
    The GPS positioning module is used for the position for obtaining means of transport in real time, and marks the temporal information of each position;
    The administrative information handling module, according to the means of transport information obtained by data input module, searches for means of transport row Publicity information is registered in political affairs;
    The display module is connected with above- mentioned information recording module, GPS positioning module and administrative information handling module, for showing The transit information.
  3. 3. a kind of drug delivery remote monitoring system as claimed in claim 1, it is characterised in that the transit information collection is eventually End further includes temperature and humidity acquisition module, for detecting the humiture in means of transport in real time, and humiture information is sent to prison Control cloud platform.
  4. A kind of 4. cloud platform for drug delivery remote monitoring, it is characterised in that:
    The transit information of transit information acquisition terminal transmission is received and stored, the transit information is gone together including at least medicine with goods Single, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, means of transport One kind in administration registration publicity information and means of transport real time position;
    The communication request that client is sent is received, corresponding transit information is sent to client according to the communication request;
    The return information that client is sent is received, according to return information, determines medicine with the single state of goods colleague;The medicine with The single state of goods colleague includes completion, unfinished and alarm status.
  5. A kind of 5. monitoring cloud platform for drug delivery remote monitoring according to claim 4, it is characterised in that:It is described Determine that medicine includes with the single state of goods colleague according to return information:If return information is confirms, cachet pharmaceutical is gone together with goods Single is completion status;If return information is to be confirmed, it is unfinished state that cachet pharmaceutical is single with goods colleague;If return information is Alarm, then it is alarm status that cachet pharmaceutical is single with goods colleague;Above-mentioned medicine is modifiable with the single state of goods colleague, can be changed secondary It is several to be determined according to setting value.
  6. A kind of 6. monitoring cloud platform for drug delivery remote monitoring according to claim 4, it is characterised in that:Also wrap Include and user management authority is set, for generating or eliminating the user with main management authority, and with the use from administration authority Family;The distribution of authority content is carried out to the user with different administration authorities.
  7. 7. a kind of client for drug delivery remote monitoring, is connected with monitoring cloud platform, it is characterised in that:
    Communication request is initiated to monitoring cloud platform, receives and shows the transit information;The transit information includes at least medicine With goods colleague is single, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, One kind in the administrative registration publicity information of means of transport and means of transport real time position;
    According to the transit information, return information is sent to monitoring cloud platform, the return information includes confirming, it is to be confirmed and Alarm;The return information can be transmitted number and be determined according to setting value.
  8. 8. a kind of drug delivery long-distance monitoring method, it is characterized in that:Comprise the following steps:
    (1) drug delivery information is obtained by transit information acquisition terminal, the transit information is gone together including at least medicine with goods Single, transport departure place, transport destination, means of transport information, transfer address, transhipment number, connecting time information, means of transport One kind in administration registration publicity information and means of transport real time position;
    (2) client sends communication request to monitoring cloud platform, obtains medicine with the single transit information of goods colleague;
    (3) cloud platform is monitored according to the communication request, and corresponding transit information is sent to client;
    (4) client sends return information, monitoring cloud platform is believed according to reply according to the transit information to monitoring cloud platform Breath, determines medicine with the single state of goods colleague.
  9. 9. monitoring method as claimed in claim 8, it is characterized in that:The step (4) includes:
    (4-1) user sends return information according to the transit information, to monitoring cloud platform, the return information includes confirming, To be confirmed and alarm;The return information can be transmitted number and be determined according to setting value;
    (4-2) if return information is confirmation, it is completion status that cachet pharmaceutical is single with goods colleague;If return information is to be confirmed, It is unfinished state that then cachet pharmaceutical is single with goods colleague;If return information is alarm, cachet pharmaceutical is single for alarm with goods colleague State;Above-mentioned medicine is modifiable with the single state of goods colleague, can change number and be determined according to the setting value.
  10. 10. monitoring method as claimed in claim 8, it is characterized in that:Further include monitoring cloud platform and user management authority is set, use In generation or the user with main management authority is eliminated, and with the user from administration authority;The use of the main management authority There is setting value administration authority, medicine to be weighed with the single status modifier authority of goods colleague and medicine with the single status inquiry of goods colleague at family Limit;The user from administration authority has medicine with the single state inquiry authority of goods colleague.
CN201711406664.8A 2017-12-22 2017-12-22 Drug transportation remote monitoring system, cloud platform, client and monitoring method Active CN108009777B (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109708689A (en) * 2018-11-14 2019-05-03 沈阳理工大学 Based on the chain pharmacy temperature and humidity early warning system for improving long Memory Neural Networks in short-term
CN113554405A (en) * 2021-06-07 2021-10-26 重庆大学 Network collaborative manufacturing system for supply chain of automobile industry

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102005020A (en) * 2010-04-29 2011-04-06 苏州世纪泰鼎电子科技有限公司 Medical medicine cold chain transportation monitoring method based on Internet of things
CN107093080A (en) * 2016-02-17 2017-08-25 山东华平信息科技有限公司 The whole humiture data traceability platform of drug flow based on the system integration and method
CN107491908A (en) * 2016-06-13 2017-12-19 阿里巴巴集团控股有限公司 Cargo monitoring method, equipment and system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102005020A (en) * 2010-04-29 2011-04-06 苏州世纪泰鼎电子科技有限公司 Medical medicine cold chain transportation monitoring method based on Internet of things
CN107093080A (en) * 2016-02-17 2017-08-25 山东华平信息科技有限公司 The whole humiture data traceability platform of drug flow based on the system integration and method
CN107491908A (en) * 2016-06-13 2017-12-19 阿里巴巴集团控股有限公司 Cargo monitoring method, equipment and system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109708689A (en) * 2018-11-14 2019-05-03 沈阳理工大学 Based on the chain pharmacy temperature and humidity early warning system for improving long Memory Neural Networks in short-term
CN113554405A (en) * 2021-06-07 2021-10-26 重庆大学 Network collaborative manufacturing system for supply chain of automobile industry

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