Managing Traditional Solar Greenhouse with CPSS-a Just-For-Fit Philosophy
Kang, Mengzhen; Fan, Xing-Rong; Hua, Jing; Wang, Haoyu; Wang, Xiujuan; Wang, Fei-Yue
The profit of greenhouse production is influenced by management activities (e.g., environmental control and plantation scheduling) as well as social conditions (e.g., price fluctuation). In China, the prevailing horticultural facility is the traditional solar greenhouse. The key existing problem is the lack of knowledge of growers, which in turn leads to inefficient management, low production, or unsalable products. To secure effective greenhouse management, the production planning system must account for the crop growing environment, grower’s activities, and the market. This paper presents an agricultural cyber-physical-social system (CPSS) serving agricultural production management, with a case study on the solar greenhouse. The system inputs are
derived from social and physical sensors, with the former collecting the price of agricultural products in a wholesale market, and the latter collecting the necessary environmental data in the solar greenhouse. Decision support for the cropping plan is provided by the artificial system, computational experiment, and parallel execution-based method, with description intelligence for estimating the crop development and harvest time, prediction intelligence for optimizing the planting time and area according to the expected targets (stable production or maximum gross profit), and prescription intelligence for online system training. The presented system fits the current technical and economic situation of horticulture in China. The application of agricultural CPSS could decrease waste in labor or fertilizer and support
sustainable agricultural production.
KeywordBig Data Cropping Plan Greenhouse Management Internet Of Things (Iot) Modeling Plant Development And Growth Nonlinear Programming Smart Agriculture Solar Greenhouse Tomato
Document Type期刊论文
Corresponding AuthorWang, Xiujuan
Affiliation1.Institute of Automation, Chinese Academy of Sciences
2.Qingdao Academy of Intelligent Industries
Recommended Citation
GB/T 7714
Kang, Mengzhen,Fan, Xing-Rong,Hua, Jing,et al. Managing Traditional Solar Greenhouse with CPSS-a Just-For-Fit Philosophy[J]. IEEE TRANSACTIONS ON CYBERNETICS,2018(99):1-10.
APA Kang, Mengzhen,Fan, Xing-Rong,Hua, Jing,Wang, Haoyu,Wang, Xiujuan,&Wang, Fei-Yue.(2018).Managing Traditional Solar Greenhouse with CPSS-a Just-For-Fit Philosophy.IEEE TRANSACTIONS ON CYBERNETICS(99),1-10.
MLA Kang, Mengzhen,et al."Managing Traditional Solar Greenhouse with CPSS-a Just-For-Fit Philosophy".IEEE TRANSACTIONS ON CYBERNETICS .99(2018):1-10.
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