Value-centric design of the internet-of-things solution for food supply chain: Value creation, sensor portfolio and information fusion

被引:182
作者
Pang, Zhibo [1 ,2 ]
Chen, Qiang [1 ]
Han, Weili [3 ]
Zheng, Lirong [1 ,4 ]
机构
[1] Royal Inst Technol KTH, Sch Informat & Commun Technol, iPack Vinn Excellence Ctr, S-16440 Kista, Sweden
[2] ABB AB, Corp Res, S-72178 Vasteras, Sweden
[3] Fudan Univ, Software Sch, Shanghai 200433, Peoples R China
[4] Fudan Univ, Sch Informat Sci & Technol, Shanghai 200433, Peoples R China
关键词
Internet-of-things (IoT); Food supply chain; Value-centric design; Sensor portfolio; Information fusion; Industrial information integration engineering (IIIE); SHELF-LIFE; MODIFIED ATMOSPHERES; TRACEABILITY SYSTEM; MANAGEMENT-SYSTEM; RFID APPLICATION; KEEPING QUALITY; SAFETY; AGRICULTURE; TECHNOLOGIES; INTEGRATION;
D O I
10.1007/s10796-012-9374-9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The revolution of Internet-of-Things (IoT) is reshaping the modern food supply chains with promising business prospects. To be successful in practice, the IoT solutions should create "income-centric" values beyond the conventional "traceability-centric" values. To accomplish what we promised to users, sensor portfolios and information fusion must correspond to the new requirements introduced by this income-centric value creation. In this paper, we propose a value-centric business-technology joint design framework. Based on it the income-centric added-values including shelf life prediction, sales premium, precision agriculture, and reduction of assurance cost are identified and assessed. Then corresponding sensor portfolios are developed and implemented. Three-tier information fusion architecture is proposed as well as examples about acceleration data processing, self-learning shelf life prediction and real-time supply chain re-planning. The feasibilities of the proposed design framework and solution have been confirmed by the field trials and an implemented prototype system.
引用
收藏
页码:289 / 319
页数:31
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