Fuzzy Neural Network Control Approach based on Gray Prediction for Poultry incubation

摘要：

As poultry incubation is a complex biological process, fuzzy neural network control strategy based on gray prediction is presented and applied in incubator system. Grey predictive control with advantages of less data and less information and less calculation can predict precisely the incubation process parameters and be convenient for the followup control. Through the network learning and constantly adjusting structures of fuzzy control system, fuzzy neural network control can achieve precise control of hatching process. Simulation results show that the proposed control strategy is validated and have good dynamic and static characteristics.

关键词： Poultry incubation Gray prediction Fuzzy neural network control

作者: Liu Hui Zhou Guoxiong

作者单位: Changsha University, Changsha, Hunan, 410003, China Central South University of Forestry and Technology, Changsha, Hunan, 410004, China

会议类型: 国际会议

会议名称: 2010 Second Asia-Pacific Conference on Information Processing(2010年第二届亚太地区信息处理国际会议 APCIP 2010)

会议地点: 南昌

会议语种:英文

页码: 639-642

在线出版日期: 2010-09-17（万方平台首次上网日期，不代表论文的发表时间）