An IoT-based E-business model of intelligent vegetable greenhouses and its key operations management issues

被引:39
作者
Ruan, Junhu [1 ]
Hu, Xiangpei [2 ]
Huo, Xuexi [1 ]
Shi, Yan [3 ]
Chan, Felix T. S. [4 ]
Wang, Xuping [2 ]
Manogaran, Gunasekaran [5 ]
Mastorakis, George [6 ]
Mavromoustakis, Constandinos X. [7 ]
Zhao, Xiaofeng [8 ]
机构
[1] Northwest A&F Univ, Coll Econ & Management, 3 Taicheng Rd, Yangling 712100, Shaanxi, Peoples R China
[2] Dalian Univ Technol, Fac Econ & Management, 2 Linggong Rd, Dalian 116024, Peoples R China
[3] Tokai Univ, Gen Educ Ctr, 9-1-1 Toroku, Kumamoto 8628652, Japan
[4] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Kowloon, Hong Kong, Peoples R China
[5] Univ Calif Davis, Davis, CA 95616 USA
[6] Technol Educ Inst Crete, Dept Business Adm, Agios Nikolaos 72100, Crete, Greece
[7] Univ Nicosia, Dept Comp Sci, 46 Makedonitissas Ave,POB 24005, CY-1700 Nicosia, Cyprus
[8] Hebei Univ Engn, Sch Management Engn & Business, Handan 056038, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
Intelligent vegetable greenhouses; Internet of things; E-business model; IoT-based e-business platforms; Industry and value chains; Operations management; WIRELESS SENSOR NETWORK; SUPPLY CHAIN; THINGS IOT; INTERNET; FRAMEWORK; RADIO;
D O I
10.1007/s00521-019-04123-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The widespread popularization of Internet has brought about various Internet-based business models as well as well-known Internet giants such as Facebook, Google, Amazon, and Alibaba. Similarly, the application of internet of things (IoT) is fermenting IoT-based business models in various fields. In our work, we present an IoT-based e-business model of intelligent vegetable greenhouses with details on the basic process and key nodes of the e-business model. Information, capital and logistics flows are recognized in the industry chain consisting of ingredient suppliers, IoT-equipped greenhouses, IoT-based e-business platforms, payment and delivery service providers, and end consumers. The value chain is also analyzed according to Michael Porter's value chain model, which is helpful for greenhouses to focus on main activities in the business model. Moreover, we recognize key operation issues including big-data-driven pricing, planting structure and time optimization, water and fertilizer integrated control, plant light supplement, and order-driven picking and packing. The characteristics brought about by IoT techniques to these operation issues are analyzed, and corresponding mathematical models are formulated, which may attract more efforts in the future.
引用
收藏
页码:15341 / 15356
页数:16
相关论文
共 42 条
[1]   A decision support system based on multisensor data fusion for sustainable greenhouse management [J].
Aiello, Giuseppe ;
Giovino, Irene ;
Vallone, Mariangela ;
Catania, Pietro ;
Argento, Antonella .
JOURNAL OF CLEANER PRODUCTION, 2018, 172 :4057-4065
[2]  
Asif Z, 2005, COMMUN ASSOC INF SYS, V15, P393
[3]  
Azfar S., 2015, J ENTOMOL ZOOL STUD, V3, P92
[4]   Design of an eye-in-hand sensing and servo control framework for harvesting robotics in dense vegetation [J].
Barth, Ruud ;
Hemming, Jochen ;
van Henten, Eldert J. .
BIOSYSTEMS ENGINEERING, 2016, 146 :71-84
[5]   Internet of Things for Enterprise Systems of Modern Manufacturing [J].
Bi, Zhuming ;
Xu, Li Da ;
Wang, Chengen .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (02) :1537-1546
[6]   Internet of Things Buttons for Real-Time Notifications in Hospital Operations: Proposal for Hospital Implementation [J].
Chai, Peter Ray ;
Zhang, Haipeng ;
Baugh, Christopher W. ;
Jambaulikar, Guruprasad D. ;
McCabe, Jonathan C. ;
Gorman, Janet M. ;
Boyer, Edward W. ;
Landman, Adam .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2018, 20 (08)
[7]   AGRA: AI-augmented geographic routing approach for IoT-based incident-supporting applications [J].
Chemodanov, Dmitrii ;
Esposito, Flavio ;
Sukhov, Andrei ;
Calyam, Prasad ;
Huy Trinh ;
Oraibi, Zakariya .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 92 :1051-1065
[8]   Blockchains and Smart Contracts for the Internet of Things [J].
Christidis, Konstantinos ;
Devetsikiotis, Michael .
IEEE ACCESS, 2016, 4 :2292-2303
[9]   Business models for the Internet of Things [J].
Dijkman, R. M. ;
Sprenkels, B. ;
Peeters, T. ;
Janssen, A. .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2015, 35 (06) :672-678
[10]   Business Development in the Internet of Things: A Matter of Vertical Cooperation [J].
Ghanbari, Amirhossein ;
Laya, Andres ;
Alonso-Zarate, Jesus ;
Markendahl, Jan .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (02) :135-141