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稻麦联合收获机清选智能调控模型仿真与试验
引用本文:蒋庆,王儒敬.稻麦联合收获机清选智能调控模型仿真与试验[J].系统仿真学报,2022,34(11):2485-2496.
作者姓名:蒋庆  王儒敬
作者单位:1.皖西学院 电子与工程学院,安徽  六安  2370122.中国科学院 合肥物质科学研究院,安徽  合肥  230031
基金项目:国家重点研发计划(2016YFD0702002);山东省重大科技创新工程项目(2019JZZY010730)
摘    要:如何根据清选损失率和含杂率的变化进行清选智能调控建模与仿真是智能化稻麦联合收获机智能调控的研究重点和热点问题。基于清选调控流程图构建了清选智能调控专家经验知识获取方法,基于产生式规则表示法构建了面向田间作业环境的清选智能调控知识库;基于仿人智能控制原理,构建了自适应选择清选调控策略的知识推理算法,完成了清选智能调控模型的构建。基于Matlab的Simulink模块库构建了清选智能调控模型仿真与测试环境,通过模拟清选含杂率和清选损失率的输入,对该智能控制算法进行了仿真试验与分析。

关 键 词:稻麦联合收获机  清选  智能控制  模型  知识推理  
收稿时间:2021-02-23

Simulation and Experiment of an Intelligent Control Model for the Cleaning of a Rice-wheat Combine Harvester
Qing Jiang,Rujing Wang.Simulation and Experiment of an Intelligent Control Model for the Cleaning of a Rice-wheat Combine Harvester[J].Journal of System Simulation,2022,34(11):2485-2496.
Authors:Qing Jiang  Rujing Wang
Institution:1.Faculty of Electronic and Information Engineering, West Anhui University, Lu’an 237012, China2.Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei 230031, China
Abstract:Modeling and simulation of cleaning intelligent control according to the changes of cleaning loss rate and trash content rate is the focus of research and hot issues of intelligent control of rice-wheat combine harvester. A method for acquiring knowledge of the experts' experience and knowledge is constructed based on the flow chart of cleaning control, and a cleaning intelligent control knowledge base for the intelligent control of the field operation environment based on the production rule is proposed. Based on the principle of human-simulating intelligent control, a knowledge inference algorithm for adaptive selection of cleaning regulation strategy is constructed, and the construction of the cleaning intelligent control model is completed. Based on the Simulink module library of Matlab, the simulation and experiment environment of the cleaning intelligent control model is constructed. By simulating the input of the cleaning impurity rate and the cleaning loss rate, the intelligent control algorithm is simulated and analyzed.
Keywords:rice-wheat combine harvester  cleaning  intelligent control  model  knowledge reasoning  
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