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Recogn. Artif. Intell."],"published-print":{"date-parts":[[2023,6,15]]},"abstract":"<jats:p> In this paper, the operation process of cleaning of intelligent rice\u2013wheat combine harvester is divided into two key steps: initial setting of cleaning device operation parameters and dynamic control of cleaning device operation parameters. Combined with the operation experience of cleaning control of agricultural machinery operators, the dynamic control knowledge-based system of cleaning device operation parameters was built based on production rule reasoning. The cleaning device of the rice\u2013wheat combine harvester is intelligently controlled based on the dynamic monitoring and control system of the cleaning device operation quality and operation parameters, so as to achieve the purpose of controlling the cleaning operation quality of the rice\u2013wheat combine harvester in the normal range. Through the field experiment results and analysis, it is proved that the intelligent control system of the cleaning device operation parameters based on the dynamic control knowledge-based system of cleaning device operation parameters can effectively keep the cleaning impurity content and loss rate of intelligent rice\u2013wheat combine harvester in the normal range, so as to verify the effectiveness of the intelligent control knowledge-based system of the cleaning device operation parameters. <\/jats:p>","DOI":"10.1142\/s0218001423590152","type":"journal-article","created":{"date-parts":[[2023,4,13]],"date-time":"2023-04-13T16:11:50Z","timestamp":1681402310000},"source":"Crossref","is-referenced-by-count":7,"title":["Intelligent Control Knowledge-Based System for Cleaning Device of Rice\u2013Wheat Combine Harvester"],"prefix":"10.1142","volume":"37","author":[{"given":"Qing","family":"Jiang","sequence":"first","affiliation":[{"name":"Faculty of Electronic and Information Engineering, West Anhui University, Lu\u2019an 237012, P. R. China"},{"name":"Anhui Undergrowth Crop Intelligent Equipment Engineering Research Center, West Anhui University, Lu\u2019an 237012, Anhui, P. R. China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-1399-7705","authenticated-orcid":false,"given":"Yang","family":"Liu","sequence":"additional","affiliation":[{"name":"Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, Anhui, P. R. China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiancun","family":"Zhou","sequence":"additional","affiliation":[{"name":"Faculty of Electronic and Information Engineering, West Anhui University, Lu\u2019an 237012, P. R. China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yadong","family":"Yang","sequence":"additional","affiliation":[{"name":"Faculty of Electronic and Information Engineering, West Anhui University, Lu\u2019an 237012, P. R. 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