微型机与应用
微型機與應用
미형궤여응용
MICROCOMPUTER & ITS APPLICATIONS
2011年
18期
92-94
,共3页
模糊控制%变论域%温室环境控制%专家系统%BP神经网络
模糊控製%變論域%溫室環境控製%專傢繫統%BP神經網絡
모호공제%변론역%온실배경공제%전가계통%BP신경망락
fuzzy control%variable universe%greenhouse environment control%expert system%BP neural network
详细介绍了基于变论域模糊控制的温室环境控制系统,以温度控制系统为例进行设计。该系统以变论域模糊控制为核心算法,用BP神经网络改变模糊控制的论域。根据误差和误差变化率选择合适的论域,不仅克服了误差过大或过小时对温室控制的影响,还解决了温室多变量难以建立数学模型和隶属度函数选择较难的问题。
詳細介紹瞭基于變論域模糊控製的溫室環境控製繫統,以溫度控製繫統為例進行設計。該繫統以變論域模糊控製為覈心算法,用BP神經網絡改變模糊控製的論域。根據誤差和誤差變化率選擇閤適的論域,不僅剋服瞭誤差過大或過小時對溫室控製的影響,還解決瞭溫室多變量難以建立數學模型和隸屬度函數選擇較難的問題。
상세개소료기우변론역모호공제적온실배경공제계통,이온도공제계통위례진행설계。해계통이변론역모호공제위핵심산법,용BP신경망락개변모호공제적론역。근거오차화오차변화솔선택합괄적론역,불부극복료오차과대혹과소시대온실공제적영향,환해결료온실다변량난이건립수학모형화대속도함수선택교난적문제。
This paper proposes a kind of greenhouse environments control system based on the variable universe fuzzy control, and the design of temperature control system is introduced as an example. The core algorithm of the system is variable universe fuzzy control algorithm, the fuzzy control of universe was changed by BP neural network. The system, based on error and change ratio of error select the appropriate universe, not only overcome effect for greenhouse control which is the error of too large or too small, but also solves the problems of difficult to establish accurate mathematical models and the determination of the fuzzy membership functions.