神經(jīng)網(wǎng)絡(luò)在PLC溫度控制系統(tǒng)的應(yīng)用

本文分析了PC 機(jī)與PLC 的特點(diǎn)，提出由PC 機(jī)實(shí)現(xiàn)復(fù)雜的算法，得到的控制量下傳到
PLC，通過(guò)PLC 完成要求的控制功能。這樣，既能容易地加入先進(jìn)的控制策略與算法，又能可靠、穩(wěn)定地實(shí)現(xiàn)控制。本論文以BP 神經(jīng)網(wǎng)絡(luò)PID 在溫度控制中的應(yīng)用為例，通過(guò)與Matlab 接口的單片機(jī)數(shù)據(jù)采集板，結(jié)合AB 公司的SLC5 實(shí)現(xiàn)了神經(jīng)網(wǎng)絡(luò)PID 的溫度控制。
關(guān)鍵詞：BP 神經(jīng)網(wǎng)絡(luò) PID Matlab 數(shù)據(jù)采集板
Abstract: the paper analyses the characteristic of PC and PLC, puts forward an idea that PC
works out the complex operation, and the result transfers to PLC.PLC completes the control
function.It is easy to add the advanced control strategy, also achieve the good result reliably
steadily.For example the BP NN PID in the temperature control system, through the data collect board which can access to Matlab,with AB company SLC5 achieve NN PID control in temperature control system.
keyword：BP Neural Network, PID, Matlab, data collect board