冷链云服务系统研究与应用

doi:10.11959/j.issn.2096-6652.201919

智能科学与技术学报 ›› 2019, Vol. 1 ›› Issue (2): 125-132.doi: 10.11959/j.issn.2096-6652.201919

冷链云服务系统研究与应用

陈世超^1,^2,³,田滨^1,²,吕宜生^1,²,胡斌¹,韩双双^1,²()

¹ 中国科学院自动化研究所复杂系统管理与控制国家重点实验室，北京 100190
² 青岛智能产业技术研究院，山东青岛 266109
³ 澳门科技大学资讯科技学院，澳门 999078

修回日期:2019-05-29 出版日期:2019-06-20 发布日期:2019-09-09
作者简介:陈世超（1987- ），男，山东日照人，中国科学院自动化研究所复杂系统管理与控制国家重点实验室工程师，澳门科技大学资讯科技学院博士生，主要研究方向为平行感知、物联网、机器学习、智能制造等。|田滨（1986- ），男，山东济南人，博士，中国科学院自动化研究所复杂系统管理与控制国家重点实验室副研究员，主要研究方向为计算视觉、自动驾驶、智能交通。|吕宜生（1983- ），男，山东蒙阴人，博士，中国科学院自动化研究所复杂系统管理与控制国家重点实验室副研究员，主要研究方向为智能交通、人工智能、平行交通管理与控制系统。|胡斌（1976- ），男，山东烟台人，博士，中国科学院自动化研究所助理研究员，中科院云计算中心高级工程师，主要研究方向为人工智能、机器人、无人驾驶、深度学习等。|韩双双（1984- ），女，山东东营人，博士，中国科学院自动化研究所复杂系统管理与控制国家重点实验室助理研究员，主要研究方向为智能网络、物联网、智能交通、无线通信关键技术等。
基金资助:
国家自然科学基金资助项目(61773381);国家自然科学基金资助项目(61773382);国家自然科学基金资助项目(61533019);国家自然科学基金资助项目(61501461);国家自然科学基金资助项目(91520301)

Research and application of cloud service system for cold chain

Shichao CHEN^1,^2,³,Bin TIAN^1,²,Yisheng LV^1,²,Bin HU¹,Shuangshuang HAN^1,²()

¹ The State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China
² Qingdao Academy of Intelligent Industries,Qingdao 266109,China
³ Faculty of Information Technology,Macau University of Science and Technology,Macau 999078,China

Revised:2019-05-29 Online:2019-06-20 Published:2019-09-09
Supported by:
The National Natural Science Foundation of China(61773381);The National Natural Science Foundation of China(61773382);The National Natural Science Foundation of China(61533019);The National Natural Science Foundation of China(61501461);The National Natural Science Foundation of China(91520301)

摘要/Abstract

摘要：

针对目前冷链物流信息缺失、溯源难等问题，基于物联网技术及微服务系统架构，研究并设计端到端的冷链云服务系统，实现冷链物流全周期、不同业务场景数据监控等功能，解决现有冷链监测系统信息孤岛、数据无法共享等问题，达到冷链监控不断链的实际需求。冷链云服务系统包括智能监测终端、云服务管理平台及冷链管家App，可应用到医药、生鲜、水果、鲜花等领域，主要针对系统在医药冷链行业的应用，尤其是医药冷链行业的存储、运输、销售三大业务场景展开详细说明。设计的系统运行稳定，已被投入商业运营，且被众多医药行业用户认可。

关键词: 物联网, 冷链物流, 云平台, 微服务

Abstract:

For the current challenges of lacking cold chain logistics information,traceability and other issues,the end-to-end cold chain cloud service system was designed in this paper,based on Internet of Things (IoT) technology and micro-service system architecture.Full cycle for cold chain logistics and data monitoring in different business scenarios could be realized by this system.It can solve the problem of information isolated island and data sharing in the existing cold chain monitoring system,and meet the actual demand of the constant chain of pharmaceutical cold chain monitoring.The designed cold chain cloud service system includes intelligent monitoring terminal,cloud service management platform and cold chain manager App.This system can be applied to logistics of medicine,fresh,fruit,flowers,etc.In this paper,the application of the system in the pharmaceutical industry was described in detail,especially in the three business scenarios of storage,transportation and sales of pharmaceutical cold chain.The proposed system is stable and has been applied in commercial operation.Besides,its advantages have been approved by many users in the pharmaceutical industry.

Key words: Internet of things, cold chain logistics, cloud platform, micro-service

中图分类号:

TP319

陈世超, 田滨, 吕宜生, 等. 冷链云服务系统研究与应用[J]. 智能科学与技术学报, 2019, 1(2): 125-132.

Shichao CHEN, Bin TIAN, Yisheng LV, et al. Research and application of cloud service system for cold chain[J]. Chinese Journal of Intelligent Science and Technology, 2019, 1(2): 125-132.

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参考文献 22

[1]	张大伟 . 供应链一体化思路构建医药冷链全程监控体系[J]. 物流技术与应用·冷链增刊, 2017,3: 44-46.
	ZHANG D W . To construct the whole monitoring system of pharmaceutical cold chain with the idea of supply chain integration[J]. Logistics Technology and Application.Cold Chain Supplement, 2017,3: 44-46.
[2]	肖颖, 胡雨璐, 郭焯庭 ,等. 我国医药冷链物流发展现状分析[J]. 物流工程与管理, 2015,4(37): 1-2.
	XIAO Y , HU Y L , GUO Z T ,et al. Analysis of pharmaceutical cold chain’s development status in China[J]. Logistics Engineering and Management, 2015,4(37): 1-2.
[3]	赖小珍 . 探究冷链物流“断链”原因及解决对策[J]. 中国市场, 2013,30: 17-18.
	LAI X Z . To explore the causes and countermeasures of “chain breaking” in the cold chain logistics[J]. China Market, 2013,30: 17-18.
[4]	袁学国, 邹平, 朱军 ,等. 我国冷链物流发展态势、问题与对策[J]. 中国农业科技导报, 2015,17(1): 7-14.
	YAN X G , ZOU P , ZHU J ,et al. Development trend,problems and countermeasures for cold chain logistics industry in China[J]. Journal of Agricultural Science and Technology, 2015,17(1): 7-14.
[5]	王雨来, 卢振, 张剑 ,等. 医药冷链物流自动监测报警系统的现状及问题研究[J]. 中国药业, 2015,24(16): 4-6.
	WANG Y L , LU Z , ZHANG J ,et al. Research on the status and problems of automatic monitoring and alarm system for pharmaceutical cold chain logistics[J]. China Pharmaceuticals, 2015,24(16): 4-6.
[6]	安信通信研究.物联网平台最详尽分析：从产业生态看物联网平台价值[R]. 2016.
	ANXIN Communication Research. The most detailed analysis of IoT platform:the value of IoT platform from the perspective of industrial ecology[R]. 2016.
[7]	秦旭, 谢亚莲, 陈焕 . 基于GPS/GPRS的冷链物流信息监控系统设计[J]. 电子科技, 2015,28(10): 103-107.
	QIN X , XIE Y L , CHEN H . Design of cold chain logistics monitoring system based on GPS/GPRS[J]. Electronic Sci.＆ Tech, 2015,28(10): 103-107.
[8]	杨文武, 笪东旭, 黄俊林 ,等. 冷链物流监控系统设计[J]. 电子科技, 2013,26(3): 116-118.
	YANG W W , DA D X , HUANG J L ,et al. Design of cold chain logistics monitoring system[J]. Electronic Sci.＆ Tech, 2013,26(3): 116-118.
[9]	国家食品药品监督管理总局. 药品经营质量管理规范[S]. 2007.
	China Food and Drug Administration. Good Supply Practice[S].2017. 2007.
[10]	王飞跃, 杨柳青, 胡晓娅 ,等. 平行网络与网络软件化：一种新颖的网络架构[J]. 中国科学:信息科学, 2017,47(7): 811-831.
	WANG F Y , YANG L Q , HU X Y ,et al. Parallel networks and network softwarization:a novel network architecture[J]. Scientia Sinica Informations, 2017,47(7): 811-831.
[11]	WANG F Y , YANG L Q , CHENG X ,et al. Network softwarization and parallel networks:beyond software-defined networks[J]. IEEE network, 2016,30(4): 60-65.
[12]	DASIK K , YUNSIK K , DOJIN C ,et al. Design of cold chain application framework (CCAF) based on IoT and cloud[C]// 8th International Conference on u- and e-Service,Science and Technology. 2015: 25-28.
[13]	CHEN S C , XIONG G , XU J ,et al. The smart street lighting system based on NB-IoT[C]// 2018 Chinese Automation Congress. 2018: 1196-1200.
[14]	张弛, 张晓东, 王登位 ,等. 基于组件库的生鲜农产品冷链物流云服务系统设计与实现[J]. 农业工程学报, 2016,32(12): 273-279.
	ZHANG C , ZHANG X D , WANG D W ,et al. Design and implementation of cloud service system for cold chain logistics of fresh agricultural products based on component integration[J]. Transactions of the Chinese Society of Agricultural Engineering, 2016,32(12): 273-279.
[15]	陈妮亚, 阮佳阳, 黄金苗 ,等. 结合深度学习与生物特征识别在冷链拣选中的算法研究[J]. 智能科学与技术学报, 2019,1(1): 89-95.
	CHEN N Y , RUAN J Y , HUANG J W ,et al. Algorithm design for food-picking combining deep learning and biometrics recognition[J]. Chinese Journal of Intelligent Science and Technology, 2019,1(1): 89-95.
[16]	吴玉荣 . 冷链物流云服务架构与动态配送研究[D]. 合肥:合肥工业大学, 2016.
	WU Y R . Research on cloud service architecture and dynamic distribution of cold chain logistics[D]. Hefei:Hefei University of Technology, 2016.
[17]	段萍, 高雪, 朱志辉 . 基于云服务的大棚温湿度远程监控系统研究[J]. 现代电子技术, 2018,41(14): 178-181.
	DUAN P , GAO X , ZHU Z H . Research of greenhouse temperature and humidity remote monitoring system based on cloud service[J]. Modern Electronics Technique, 2018,41(14): 178-181.
[18]	沈大勇, 王晓, 刘胜 . 平行装卸:迈向智慧物流的智能技术[J]. 智能科学与技术学报, 2019,1(1): 34-39.
	SHEN D Y , WANG X , LIU S . Parallel loading and unloading:smart technology toward intelligent logistics[J]. Chinese Journal of Intelligent Science and Technology, 2019,1(1): 34-39.
[19]	纽曼 . 微服务设计[M]. 崔力强,张骏,译.北京：人民邮电出版社, 2016.
	NEWMAN S . Building mircoservices[M]. CUI L Q,ZHANG J. Beijing: Posts ＆Telecom PressPress, 2016.
[20]	爱德华·克劳利, 布鲁斯·卡梅隆, 丹尼尔·塞尔瓦 .系统架构:复杂系统的产品设计与开发[M]. 北京：机械工业出版社, 2016.
	CRAWFEY E , CAMERON B , SELVA D . System architecture strategy and product development for complex systems[M]. Beijing: China Machine PressPress, 2016.
[21]	HAN Y , GUO T H , LI M . Design of data transfer module based on STM32 in monitoring system of cold chain transportation[C]// Fifth International Conference on Instrumentation and Measurement,Computer,Communication and Control. 2015: 77-79.
[22]	约翰·卡内尔, .Spring 微服务实践.Spring 微服务实战[M]. 陈文辉,译.北京: 人民邮电出版社, 2018.
	CARNELL J . Spring microservices in action[M]. CHEN W H. Beijing: Posts ＆ Telecom PressPress, 2018.

场景	温度要求	备注
疫苗库	0℃~8℃	疫苗、药剂
药品库	2℃~8℃	药品等
血液存储库	1℃~5℃	血液等
低温保温库	-20℃~30℃	血浆、试剂等
超低温保温库	-30℃~80℃	胎盘、精液等

冷链云服务系统研究与应用

Research and application of cloud service system for cold chain

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