CN104750082A - Fresh logistics internet of things monitoring method - Google Patents
Fresh logistics internet of things monitoring method Download PDFInfo
- Publication number
- CN104750082A CN104750082A CN201510162958.5A CN201510162958A CN104750082A CN 104750082 A CN104750082 A CN 104750082A CN 201510162958 A CN201510162958 A CN 201510162958A CN 104750082 A CN104750082 A CN 104750082A
- Authority
- CN
- China
- Prior art keywords
- humidity
- temperature
- fresh
- controller
- alive
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D27/00—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00
- G05D27/02—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00 characterised by the use of electric means
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention provides a fresh logistics internet of things monitoring method. The method includes: measuring temperature and/or humidity of boxes; adjusting according to acquired temperature and/or humidity by respective temperature controllers and/or respective humidity controllers of the boxes; transmitting the measured temperature and/or humidity to a server; feeding target temperature and/or humidity back to the temperature and/or humidity controllers of each box of a transportation vehicle.
Description
Technical field
The present invention relates to the condition monitoring in logistics field and management, more specifically, relate to a kind of fresh and alive logistics Internet of Things method for supervising.
Background technology
(food mentioned in the present invention had both referred to the material that can eat for the mankind or drink to food, comprise processed food, semi-manufacture and undressed food, also comprise the raw material of produced food, the material of raw-food material plantation/breeding process contact, and the interpolation material of food) be the vegetable basket of the lives of the people, be related to the overall situation whether people's livelihood is stable.On the one hand, along with the development of national economy, living standards of the people improve day by day, and thirst for the FF can tasting the whole nation and even other countries and area, the navel orange etc. in the longan in such as Guangdong, the apple in Yantai, Ganzhou is all food very popular now.On the other hand, because China is vast in territory, be the fresh and alive degree that sea-freight, overland transport or even air transport all effectively can not ensure transported food, the O&M cost simultaneously spent remains high, and price also can be made significantly to increase or even turn over several times even if transport to destination.Therefore, Food Logistics plays more and more important effect in life of today.In addition, be also self-evident with the importance of the logistics of people's life and the closely bound up medicine of life quality (medicine mentioned in the present invention comprises the raw material of patent medicine and medicine, and the human body active mass needed in operation).
In recent years, comprising food, medicine etc. ensureing that the remote logistics carried out under high-quality prerequisite obtains develops fast.A lot of logistlcs technology introduces Global Positioning System (GPS) and radio communication, achieves and locates in real time and remote monitoring scheduling moving target.
Such as, be in the patented claim of CN101888399A at publication number, disclose a kind of Internet of things system based on mobile communications network, include hand-held mobile terminal, back splint type RFID device, PC server; What hand-held mobile terminal adopted is Dopod's smart mobile phone based on Windows Mobile system, supports that bluetooth communication communicate with GPRS, and outfit TI OMAP850 processor, dominant frequency is 200MHz, and fuselage memory configurations is 256MB ROM and 128MB RAM.General data processing can be supported, by transforming mobile phone back power interface, a circuit slot is set, bind with dorsal clamp type RFID screen bar code recognizer to facilitate, mobile phone and recognizer can share a power supply simultaneously, add the convenience of carrying, the present invention can make the data between two equipment carry out Bluetooth communication accurately by carrying out binding to mobile phone and RFID screen bar code recognizer on the other hand.Wherein, mobile phone not only serves running fix effect, can also provide the information of RFID.
But this type systematic existing all cannot apply in the logistics of fresh and alive food effectively.Because, what fresh and alive logistics generally adopted is that the carrier with refrigerator or similar safety cabinet and so on carrys out transporting food products, if often open the fresh and alive environment that loading space is tantamount to destroy food, the acquisition of logistics information is made to receive serious obstruction, and remote effect the timely acquisition of logistics information, be unfavorable for that Logistic Scheduling grasps the information such as food state, geographic position in time.In addition, the medicine of food, agricultural product and high-quality that the maintenance needed in these systems is fresh and alive is subject to environmental pollution unavoidably when multiple switching loading space, and the reduction of hygienic quality probably causes hardly imaginable consequence.
In addition, in food, Drug Flow process, in order to ensure the high-quality of kinds of goods, manual operation is usually needed to regulate environmental parameter.Although utilize the Internet of Things speed of development of RFID technique to be exceedingly fast at present, range of application is more and more wider, realizes intellectuality far away.
Such as, be in the patented claim of CN201417462Y at publication number, disclose a kind of seed recognition system based on RFID and GPS, include RFID label tag, this RFID label tag is inserted in seed packaging bag; Described recognition system also comprises the rfid interrogator coordinated with RFID label tag; Rfid interrogator reads the built-in information of RFID label tag or write appointed information in RFID label tag; Rfid interrogator is also built-in with GPS chip simultaneously, and it receives GPS geography information, and when needed by this geography information write RFID label tag; Rfid interrogator communicates with seed control center by wireless network, and the information in label is sent to seed control center by GPRS or CDMA by rfid interrogator.Therefrom can find out, RFID only serves the effect distinguishing ID or location seed in the process of seed logistics.
Therefore, in order to overcome in prior art Problems existing in fresh and alive logistics, promote the intelligence degree of logistics net, ensure that food and medicine etc. deliver to destination with lower O&M cost and the effect making us more being satisfied with, of the present inventionly applicant proposed a kind of reaction type remote internet of things supervisory system, ensure high-quality in food and Drug Flow.
Summary of the invention
The invention provides a kind of fresh and alive logistics Internet of Things method for supervising, comprise the steps:
(1) temperature and/or the humidity of casing is measured;
(2) temperature controller of casing self and/or humidity controller regulate according to the temperature recorded and/or humidity respectively;
(3) temperature recorded in step (1) and/or humidity is passed back server; And
(4) target temperature and/or humidity are fed back to temperature and/or the humidity controller of each casing of haulage vehicle by server.
Wherein, the adjustment in step (2) is carried out according to fuzzy control theory.
Wherein, the optimization procedure in step (4) is determined according to fuzzy control theory or pid algorithm.
Alternatively, this method is made up of step (1) and (2) this two step, for the lower loive cargo of logistics conditional request or and even the logistics of general cargo.
Accompanying drawing explanation
Fig. 1 shows an embodiment according to reaction type remote internet of things supervisory system of the present invention;
Fig. 2 shows the front perspective view of an embodiment of the fresh and alive transport cases of reaction type RFID according to employing of the present invention; And
Fig. 3 shows the FB(flow block) according to fresh and alive logistics Internet of Things method for supervising of the present invention.
Embodiment
As shown in Figure 1, reaction type remote internet of things supervisory system comprises server (being generally the workstation with monitoring function) 3 and many stream carrier vehicles, carries out radio communication between server 3 and stream carrier vehicle.Wherein, server 3 has wireless transceiver, and each stream carrier vehicle is loaded with to be placed and seals the fresh and alive transport cases 1 of reaction type RFID of loive cargo or general cargo up for safekeeping, also at roof, wireless transceiver (being reduced to antenna in FIG) is housed.
In the present invention, said remote monitoring not refers to video monitor, but enables server obtain in long-range stream carrier vehicle temperature and/or the moisture condition of transported goods, and carries out Long-distance Control and adjustment to the temperature of transported goods and/or humidity.
In order to strengthen information throughput and the processing power of supervisory system, configuration server 3, it is made to have following features: the hardware of high scalability configuration, such as internal memory, hard disk, processor etc.; There is the hard disk frame of well-ventilated and the storage of RAID redundant array; There is Oracle or other medium-sized or large databases, in order to effectively to manage logistics information; Good network service is provided, namely comprises the corresponding network hardware.Such as, the present invention have employed following configuration according to actual conditions: to strong E5620 tetra-core eight thread processor (2.4GHz/5.86GT/12M buffer memory), Intel 5500 workstation chipset mainboard, 8GDDR3REG ECC1333MHz internal memory, SATA2 3T hard disk, two PCI-Express.
The network hardware of server 3 comprises wireless transceiver, in FIG with representated by the antenna in server framework.This wireless transceiver in fact and not only adopts an antenna, but (it should be noted that in order to the network service of flexible, the powerful and sustainable work of functional configuration can be provided to employ this two covers wireless transceiver system of main wireless transceiver system and auxiliary wireless transceiver system, wireless transceiver system alleged in the present invention can be changed to more complicated wireless transceiver system, as required as GSM receive-transmit system, GPRS receive-transmit system, satellite receive-transmit system etc.; If the aspect such as real-time rate, data volume that working environment transmits data is less demanding, the simple wireless receiving and dispatching antennas such as the simplest GSM/GPRS antenna can be adopted).Main wireless transceiver system and auxiliary wireless transceiver system work in the following two kinds mode:
The main wireless transceiver system of every day use, when heavy traffic, volume of transmitted data is huge so that main wireless transceiver system is difficult to deal with time, adopt auxiliary wireless transceiver system;
According to classification and the data volume of transmitted data, if use a set of receive-transmit system to be not easy to server to carry out controlling and processing, then data are divided into two classes according to classification and/or data volume, are responsible for process and transmission by main wireless transceiver system and auxiliary wireless transceiver system respectively.
Reaction type long distance control system in the present invention can need to select one of them according to actual logistics.
Stream carrier vehicle in Fig. 1 generally adopts van, thinks the logistics environment that goods provides good.According to the present invention, wireless transceiver 2 is equipped with on lorry top, for server 3 radio communication.Communication wherein can use one of mode such as GSM, GPRS or On Satellite-earth Microwave Communication.
Lorry inside is loaded with the fresh and alive transport cases 1 of reaction type RFID, and the fresh and alive transport cases 1 of reaction type RFID is equipped with loive cargo, such as medicine, agricultural product, food etc.As the present invention will describe later, the fresh and alive transport cases 1 of reaction type RFID has measurement and the function of control temperature and humidity, and control data and temperature, humidity data carry out exchanges data by bluetooth or IrDA mode and wireless transceiver 2.
In logistics progress, the stream carrier vehicle of the fresh and alive transport cases 1 of reaction type RFID is housed often through having the region of the climate characteristic such as different temperatures or humidity.In order to ensure, freight can keep fresh and alive state all the time or as much as possible, needs suitably to adjust the internal temperature/humidity of the fresh and alive transport cases 1 of reaction type RFID.The technical solution used in the present invention is that use two kinds of adjustment modes adjust simultaneously:
First kind of way utilizes the temperature controller of the fresh and alive transport cases 1 of reaction type RFID itself and humidity controller to adjust.The temperature sensor that this temperature controller and humidity controller have according to the fresh and alive transport cases 1 of reaction type RFID and the data that humidity sensor records adjust.
The second way is that the temperature and humidity data that fresh and alive for reaction type RFID transport cases 1 records are sent to server 3 by wireless transceiver 2, the data feedback of the target control temperature and humidity to the fresh and alive transport cases 1 of this reaction type RFID is given this stream carrier vehicle by the mode of then ripe in the mode that judged by artificial experience of server 3 or prior art multiple environmental Kuznets Curves adjustment algorithm, then data are sent to the temperature of the fresh and alive transport cases 1 of reaction type RFID by stream carrier vehicle with bluetooth or IrDA mode by wireless transceiver 2, humidity conditioner, thus reach the object of external feedback control.
The present invention adopts the object of above two kinds of methods to be will to overcome when adopting separately first kind of way vehicle when travelling in mountain area or climate change faster environment simultaneously, the temperature/humidity to institute's freight that the data that the temperature and moisture sensors of the fresh and alive transport cases of reaction type RFID 1 records often fluctuate caused regulates too sensitive, and long term accumulation also can produce to the sensing of the fresh and alive transport cases 1 of reaction type RFID and control device the negative effect that sensitivity declines.Therefore, when run into above-mentioned environmental change faster situation time, reaction type remote internet of things supervisory system of the present invention can be main in the second, and regulation and control threshold value is arranged neatly to first kind of way, with the temperature/humidity control device reducing the fresh and alive transport cases of reaction type RFID 1 itself, the temperature/humidity of the fresh and alive transport cases 1 of reaction type RFID is controlled.
Below, more detailed description is done to the fresh and alive transport cases 1 of the reaction type RFID used in the present invention.Fig. 2 shows the front perspective view of an embodiment of the fresh and alive transport cases of reaction type RFID according to employing of the present invention.What the Reference numeral 2 in Fig. 2 represented is the in-built loive cargo transported to some extent of the fresh and alive transport cases of reaction type RFID 1 or the special device loading human organ, and this goods or device 2 lie against the bottom of the fresh and alive transport cases 1 of reaction type RFID.
The fresh and alive transport cases of reaction type RFID 1 has multiple sensor, comprises temperature controller 201, temperature sensor 202, humidity sensor 211, and humidity controller 212.The temperature/humidity controller adopted in the present embodiment and temperature/humidity sensor all have employed detachable controller or the sensor of commercially available, that can easily buy and applicable cargo transport demand, the temperature and humidity be used for the required precision of different demand measurements, and make the temperature and humidity control satisfied the demands.
The fresh and alive transport cases 1 of reaction type RFID also has bluetooth or IrDA wireless RF ID transmitting device (not shown).This wireless RF ID transmitting device sends the temperature and humidity data collected the wireless transceiver of haulage vehicle top to, for remote server 3; On the other hand, the controling parameters (comprising control command and temperature/humidity data) that the wireless transceiver at haulage vehicle top receives by this wireless RF ID transmitting device sends dismountable temperature controller on the fresh and alive transport cases of reaction type RFID 1 and humidity controller to.
Wireless RF ID transmitting device also has RFID chip (not shown), this RFID chip records cargo number, equipped time, equipped place, the kind of goods, weight and/or volume information, maximum storage temperature, minimum storage temperature, the highest storage humidity, minimum storage humidity, best storage temperature, and the information such as best storage humidity.
Except cargo number, equipped time and equipped place, these information above-mentioned are provided by consignor when receiving.Enter after logistics station is equipped with district at goods, staff is equipped with according to the equipped job ticket of each distribution point.Often kind of goods encapsulates with the fresh and alive transport cases 1 of reaction type RFID respectively, now on the fresh and alive transport cases 1 of reaction type RFID, installs wireless RF ID transmitting device.After goods distribution and loading, in RFID, write Description of Goods, quantity, the relevant informations such as equipped time, when goods leaves Pei Huo center, the plug-in reader of passway, after reading the information on RFID, sends it to disposal system and automatically generates shipping list.
Alternatively, transport vehicle is also provided with GPS.Like this, by wireless transceiver, freight and location information are combined, server 3 can be made to obtain more detailed information, more detailed, more scientific remote monitoring is carried out to goods logistics progress.
Alternatively; in transportation management; RFID receiving and retransmitting device has been installed in some checkpoints of supply line, and when posting the vehicle of RFID through out-of-date, receiving trap just can receive RFID information; and be uploaded to telstar together with the positional information receiving ground; again by satellite transmission to transport movement control center, send in database, thus accurately can predict goods time of arrival; realize, to the real-time monitoring of goods delivery transport, guaranteeing that goods can be delivered in client's hand on time, in good condition.
Alternatively, the number of temperature and moisture sensors and temperature and humidity controller and installation site also can adjust according to actual conditions, transport loive cargo, the temperature and humidity residing for goods in the fresh and alive transport cases 1 of management feedback formula RFID with more scientific, ensure the quality of goods.In order to reach this object, the style of the fresh and alive transport cases of reaction type RFID 1 has multiple, selects for different loive cargos.
Although the fresh and alive transport cases of reaction type RFID 1 that the present invention uses in the above description is and reaction type remote internet of things supervisory system conbined usage of the present invention, but can be used alone as required in other occasions completely, and depart from reaction type remote internet of things supervisory system.
Fig. 3 shows the FB(flow block) of an embodiment of fresh and alive logistics Internet of Things method for supervising of the present invention.Method flow block diagram according to Fig. 3, fresh and alive logistics Internet of Things method for supervising according to the present invention comprises the following steps:
Step 301: temperature and/or the humidity of measuring casing;
Step 302: the temperature controller of casing self and/or humidity controller regulate according to the temperature recorded and/or humidity respectively;
Step 303: pass the temperature recorded in step 301 and/or humidity back server; And
Step 304: target temperature and/or humidity are fed back to temperature and/or the humidity controller of each casing of haulage vehicle by server, wherein target temperature and/or humidity are that server admin personnel rule of thumb determine with actual conditions, or determined through optimization procedure by computing machine.
Wherein, the adjustment in step 302 is carried out according to fuzzy control theory.Alternatively, the optimization procedure in step 304 is determined according to fuzzy control theory or pid algorithm.
Fuzzy control mentioned here is the method that structure Fuzzy control system carries out computing.It for theoretical foundation, adopts a kind of digital control system with closed loop configuration that Computer Control Technology is formed with the representation of knowledge of fuzzy mathematics, fuzzy language type and fuzzy logic.Its composition core has intelligent fuzzy controller, is take fuzzy logic inference as chief component, has again the controller of obfuscation and deblurring function simultaneously.Because fuzzy control method is calculating and there is the application of maturation in art of mathematics and even logistics management field, and method of the present invention can use for reference existing FUZZY ALGORITHMS FOR CONTROL or model according to actual conditions completely, therefore, the present inventor thinks without the need to repeating method about fuzzy control and processing procedure at this.
Similarly, the pid algorithm used in the present invention also can use various pid algorithm of the prior art completely, those skilled in the art are after the service condition knowing this pid algorithm and the scope of application, can be transplanted to completely in the present invention, therefore, the present inventor thinks also without the need to repeating about pid algorithm details at this.
Alternatively, only another embodiment according to fresh and alive logistics Internet of Things method for supervising of the present invention can be formed by step 301 and 302 these two steps.This is applicable to the lower loive cargo of logistics conditional request or and even the logistics of general cargo.
Claims (7)
1. a fresh and alive logistics Internet of Things method for supervising, based on the casing of splendid attire loive cargo, comprises the steps:
(1) temperature and/or the humidity of casing is measured;
(2) temperature controller of casing self and/or humidity controller regulate according to the temperature recorded and/or humidity respectively;
(3) temperature recorded in step (1) and/or humidity is passed back server; And
(4) target temperature and/or humidity are fed back to temperature and/or the humidity controller of each casing of haulage vehicle by server, wherein target temperature and/or humidity are that server admin personnel rule of thumb determine with actual conditions, or determined through optimization procedure by computing machine.
2. method according to claim 1, wherein, the adjustment in step (2) is carried out according to fuzzy control theory.
3. method according to claim 1, wherein, the optimization procedure in step (4) is determined according to fuzzy control theory or pid algorithm.
4. method according to claim 1, described box house is placed with the goods be transported, housing is installed wireless RF ID transmitting device and multiple sensor, described multiple sensor comprises temperature controller, temperature sensor, humidity sensor, and humidity controller.
5. method according to claim 4, wireless RF ID transmitting device sends the temperature and humidity data of the reaction type RFID fresh and alive transport cases collected the wireless transceiver of haulage vehicle top to, for remote server, the controling parameters that the wireless transceiver at haulage vehicle top receives is sent to temperature controller on the fresh and alive transport cases of reaction type RFID and humidity controller by this wireless RF ID transmitting device.
6. method according to claim 5, temperature controller and humidity controller are dismountable and variable amounts.
7. method according to claim 6, described RFID chip records cargo number, equipped time, equipped place, the kind of goods, weight and/or volume information, maximum storage temperature, minimum storage temperature, the highest storage humidity, minimum storage humidity, best storage temperature, and the information such as best storage humidity.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510162958.5A CN104750082A (en) | 2015-04-08 | 2015-04-08 | Fresh logistics internet of things monitoring method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510162958.5A CN104750082A (en) | 2015-04-08 | 2015-04-08 | Fresh logistics internet of things monitoring method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN104750082A true CN104750082A (en) | 2015-07-01 |
Family
ID=53589938
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510162958.5A Pending CN104750082A (en) | 2015-04-08 | 2015-04-08 | Fresh logistics internet of things monitoring method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN104750082A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110692024A (en) * | 2017-06-02 | 2020-01-14 | 库卡系统有限责任公司 | Process control device |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060145844A1 (en) * | 2004-12-23 | 2006-07-06 | Industrial Technology Research Institute | Temperature tracking and monitoring system used for commodities transportation |
| CN102749891A (en) * | 2011-04-22 | 2012-10-24 | 北京中食新华科技有限公司 | Feedback type remote monitoring method for fresh and live goods transportation |
| BRPI1102401A2 (en) * | 2011-05-16 | 2013-06-25 | Daniel Cappellaro | integrated system for goods control |
| CN104408595A (en) * | 2014-11-26 | 2015-03-11 | 无锡成电科大科技发展有限公司 | Intelligent logistic internet-of-things sensing system |
-
2015
- 2015-04-08 CN CN201510162958.5A patent/CN104750082A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060145844A1 (en) * | 2004-12-23 | 2006-07-06 | Industrial Technology Research Institute | Temperature tracking and monitoring system used for commodities transportation |
| CN102749891A (en) * | 2011-04-22 | 2012-10-24 | 北京中食新华科技有限公司 | Feedback type remote monitoring method for fresh and live goods transportation |
| BRPI1102401A2 (en) * | 2011-05-16 | 2013-06-25 | Daniel Cappellaro | integrated system for goods control |
| CN104408595A (en) * | 2014-11-26 | 2015-03-11 | 无锡成电科大科技发展有限公司 | Intelligent logistic internet-of-things sensing system |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110692024A (en) * | 2017-06-02 | 2020-01-14 | 库卡系统有限责任公司 | Process control device |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11592322B2 (en) | Method and apparatus for remote monitoring and management of storage using machine learning and data analytics | |
| US11816624B2 (en) | Delivery of food items by aerial or ground drones to and from delivery vehicles | |
| CN107065710B (en) | Passive wireless cold chain transportation vehicle-mounted real-time monitoring system based on Internet of things | |
| Ruiz-Garcia et al. | The role of RFID in agriculture: Applications, limitations and challenges | |
| CN102752333A (en) | Fresh logistics feedback type remote monitoring system and method | |
| JP6880056B2 (en) | Automated predictive monitoring of perishable parameters throughout the cold chain distribution system | |
| CN102918552B (en) | Ship the real-time monitoring of goods | |
| US11410124B2 (en) | Determining a remaining amount of material in a material package | |
| CA3160495A1 (en) | Systems and methods for advanced grain storage and management using predictive analytics and anomaly detection | |
| CN102749891A (en) | Feedback type remote monitoring method for fresh and live goods transportation | |
| US20220180304A1 (en) | System And Methods For Environmental Monitoring Of Supply Chains | |
| US11497224B2 (en) | Prep in transit management system for perishable good transport | |
| CN108604307A (en) | The self-adapted sensor of cold chain distribution system samples | |
| AU2016284180B2 (en) | Determining a remaining amount of material in a material package | |
| CN104700254A (en) | System for monitoring feedback-type remote internet of things | |
| Hsueh et al. | A model for intelligent transportation of perishable products | |
| CN104750082A (en) | Fresh logistics internet of things monitoring method | |
| CN104732372A (en) | Decision support auxiliary system for agricultural product supply chain | |
| US11993452B2 (en) | Enclosure with UWB sensor | |
| Lianguang | Research Article Study on Supply-chain of Modern Agricultural Products Based on IOT in Order to Guarantee the Quality and Safety | |
| CN109478270A (en) | Refrigerate management system | |
| Raba et al. | An Internet of Things (IoT) solution to optimise the livestock feed supply chain | |
| CN212355060U (en) | Intelligent heat-insulating container | |
| Song et al. | An Empirical Study on Agricultural Product Distribution Technology by Means of ICT Convergence | |
| Van Eyk | An investigation into the use of RFID for the management of cold chain logistics |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20150701 |