工业仪表与自动化装置
工業儀錶與自動化裝置
공업의표여자동화장치
Industrial Instrumentation & Automation
2015年
5期
55-58
,共4页
OPC%Matlab%过程控制%实验装置%神经网络%PID控制
OPC%Matlab%過程控製%實驗裝置%神經網絡%PID控製
OPC%Matlab%과정공제%실험장치%신경망락%PID공제
OPC%Matlab%process control%experimental device%neutral network%PID control
实验教学是现代教育教学活动必不可少的关键环节。文中给出基于OPC技术的Matlab与S7-200 PLC实时通信机制在A3000型过程控制实验装置中的应用方案。采用S7-200作为OPC服务器,Matlab作为OPC客户端,由Matlab实现单神经元PID控制。单神经元PID控制具有自学习和自适应能力,在一定程度上解决了传统PID调节器不易在线实时整定参数的不足,提高了控制器对系统和环境变化的适应能力。该方案使Matlab仿真不再只局限于传统的离线计算和纯数字的仿真,而易于在实际系统上实现先进算法。
實驗教學是現代教育教學活動必不可少的關鍵環節。文中給齣基于OPC技術的Matlab與S7-200 PLC實時通信機製在A3000型過程控製實驗裝置中的應用方案。採用S7-200作為OPC服務器,Matlab作為OPC客戶耑,由Matlab實現單神經元PID控製。單神經元PID控製具有自學習和自適應能力,在一定程度上解決瞭傳統PID調節器不易在線實時整定參數的不足,提高瞭控製器對繫統和環境變化的適應能力。該方案使Matlab倣真不再隻跼限于傳統的離線計算和純數字的倣真,而易于在實際繫統上實現先進算法。
실험교학시현대교육교학활동필불가소적관건배절。문중급출기우OPC기술적Matlab여S7-200 PLC실시통신궤제재A3000형과정공제실험장치중적응용방안。채용S7-200작위OPC복무기,Matlab작위OPC객호단,유Matlab실현단신경원PID공제。단신경원PID공제구유자학습화자괄응능력,재일정정도상해결료전통PID조절기불역재선실시정정삼수적불족,제고료공제기대계통화배경변화적괄응능력。해방안사Matlab방진불재지국한우전통적리선계산화순수자적방진,이역우재실제계통상실현선진산법。
Experimental teaching is essential key to modern education activities .In this paper , the application plan of real-time communication of Matlab with S 7-200 PLC based on OPC technology in A3000 process control experiment device was proposed .The single neuron PID control scheme was real-ized by Matlab using S7-200 PLC as OPC server and Matlab as OPC client.The single neuron PID control had the capacity of self-learning and adaptive , thus to a certain extent , solved the difficult of traditional PID controller tuning parameters in real time and improved the adaptability of the system to environmental changes .This program made Matlab simulation was no longer confined to traditional offline computing and pure digital simulation , and easy to implement advanced algorithms in real systems .