EXPERT CONTROL BASED ON NEURAL NETWORKS FOR CONTROLLING GREENHOUSE ENVIRONMENT

摘要：

Depending upon the nonlinear feature between neural units in artificial neural networks (ANN), artificial neural network was used to develop a model for greenhouse inside air temperature management. Data was collected and processed for training and simulation of temperature model. The design of the network structure and transfer function was also discussed. Because heuristic logic of greenhouse environment exists, a simple ANN controller does not perfect complex task, the algorithm of ANN with heuristic logic is developed. Experimental result indicated that the performance of the new control scheme meet the requirement of greenhouse environment control.

关键词： complez system neural network greenhouse environment

作者: DU LE

作者单位: Beijing Institute of Technology,Beijing,100081,China

会议类型: 国际会议

会议名称: 第三届亚洲精细农业会议暨第五届智能化农业信息技术国际会议

会议地点: 北京

会议语种:英文

页码: 1-8

在线出版日期: 2009-10-14（万方平台首次上网日期，不代表论文的发表时间）