A Cleaning Control Knowledge-Based System Based on Complex Problem Solving

doi:10.1142/S0218001421590047

	A Cleaning Control Knowledge-Based System Based on Complex Problem Solving
	Xiao, Zhengxing 2; Jiang, Qing 1; Huang, He 1; Wang, Rujing 1; Zhang, Zhengyong 1; Wang, Jue 1
刊名	INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
	2021
卷号	35
关键词	Intelligent control knowledge-based system knowledge representation knowledge modeling combine harvester
ISSN号	0218-0014
DOI	10.1142/S0218001421590047
通讯作者	Jiang, Qing(jiangqing@iim.ac.cn)
英文摘要	The intelligent control of cleaning of rice-wheat combined harvester is a complex problem, which includes the initial setting of cleaning control, judgment of cleaning loss state, cause analysis and selection of corresponding control strategies and many other sub-problems. The knowledge contained in these sub-problems, including knowledge representation methods and reasoning strategies, is different. Therefore, this paper decomposes the complex problem of cleaning control into a sub-problem of hierarchical structure, and constructs a knowledge model of cleaning control based on binary tree structure. In this way, the cleaning control problem can be decomposed into a small set of sub-problems by the judgment of the nodes of the binary tree, until the sub-problems are small enough to be solved directly so as to get the solution of the original problem. It is proved by examples that this method is of great significance to improve the efficiency of knowledge acquisition, management and maintenance of the expert system of rice-wheat combine harvester, and to enhance the knowledge service ability of the expert system of rice-wheat combine harvester. This method can also be used for reference in other fields.
资助项目	Thirteenth Five-Year National Key Research and Development Program of China[2016YFD0702002] ; Thirteenth Five-Year National Key Research and Development Program of China[2016YFD0702001] ; Thirteenth Five-Year National Key Research and Development Program of China[2016YFD0702003] ; Thirteenth Five-Year National Key Research and Development Program of China[2017YFD0700705-3] ; Thirteenth Five-Year National Key Research and Development Program of China[2017YFD0700501] ; Department of Education of GuangDong Province, PRC[2017GKTSCX060] ; National Natural Science Foundation of China[61773360] ; National Natural Science Foundation of China[61863013] ; National Natural Science Foundation of China[61503362] ; National Natural Science Foundation of China[61305111] ; National Natural Science Foundation of China[31671586] ; National Natural Science Foundation of China[91420104] ; Natural Science Foundation of Anhui Province[1508085MF133] ; Key technology and equipment research and development of intelligent harvest of Chinese wolfberry with high effciency and low loss[nxzdkjxm2016-04] ; Research and application of soil fertility rapid sensing device and large data fertilization model[15czz03129] ; Research of Agricultural Science and Technology in Ningxia[XD-XMBW-2016001] ; Construction of test and maturation platform for complete sets of hardware and software in Agricultural Internet of things (Shanghai agriculture promotion word (2016))[2-5-11] ; Natural key projects of the Department of Education of Anhui Province[KJ2016A305]
WOS研究方向	Computer Science
语种	英语
出版者	WORLD SCIENTIFIC PUBL CO PTE LTD
WOS记录号	WOS:000621647200015
资助机构	Thirteenth Five-Year National Key Research and Development Program of China ; Department of Education of GuangDong Province, PRC ; National Natural Science Foundation of China ; Natural Science Foundation of Anhui Province ; Key technology and equipment research and development of intelligent harvest of Chinese wolfberry with high effciency and low loss ; Research and application of soil fertility rapid sensing device and large data fertilization model ; Research of Agricultural Science and Technology in Ningxia ; Construction of test and maturation platform for complete sets of hardware and software in Agricultural Internet of things (Shanghai agriculture promotion word (2016)) ; Natural key projects of the Department of Education of Anhui Province
内容类型	期刊论文
源URL	[http://ir.hfcas.ac.cn:8080/handle/334002/120952]
专题	中国科学院合肥物质科学研究院
通讯作者	Jiang, Qing
作者单位	1.Chinese Acad Sci, Inst Intelligent Machines, Hefei 230031, Peoples R China 2.Shenzhen Polytech, Sch Comp & Engn, Shenzhen 518055, Peoples R China
推荐引用方式 GB/T 7714	Xiao, Zhengxing,Jiang, Qing,Huang, He,et al. A Cleaning Control Knowledge-Based System Based on Complex Problem Solving[J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE,2021,35.
APA	Xiao, Zhengxing,Jiang, Qing,Huang, He,Wang, Rujing,Zhang, Zhengyong,&Wang, Jue.(2021).A Cleaning Control Knowledge-Based System Based on Complex Problem Solving.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE,35.
MLA	Xiao, Zhengxing,et al."A Cleaning Control Knowledge-Based System Based on Complex Problem Solving".INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 35(2021).