Improved Coupled Tank Liquid Levels System Based on Swarm Adaptive Tuning of Hybrid Proportional-Integral Neural Network Controller | Science Publications

American Journal of Engineering and Applied Sciences

M. A. Ahmad¹  RM. T.R. Ismail¹  M. S. Ramli¹  S. M. Nawi¹  M. V. Mat¹ 

关键词: NN;    PSO;    level control;    water tank;   

DOI  :  10.3844/ajeassp.2009.669.675

学科分类：工程和技术（综合）

来源: Science Publications

【 摘 要 】

Problem statement: Accuracy and stability of many systems in chemical and process industries which has Two-Input Two-Output (TITO) is one of the key factors of process which have cross coupling between process input and output. Approach: Unlike traditional neural network weight adaptation using gradient descent method, Particles Swarm Optimization (PSO) technique was utilized for adaptive tuning of neural network weights adjustment and fine tuning the controller

【 授权许可】

Unknown