Adaptive Gravitational Search Algorithm-based Compensator for Control Valve Stiction

被引：0
|
作者：
El-Ferik, Sarni [1 ]
Adegoke, Muideen [1 ]
Al-Naser, Mustafa [2 ]
机构：
[1] KFUPM, Syst Engn Dept, Dhahran, Saudi Arabia
[2] Yokogawa, Res & Dev Dept, Al Khobar, Saudi Arabia
来源：
2019 IEEE 4TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM 2019) | 2019年
关键词：
FRICTION;
D O I：
10.1109/icarm.2019.8834285
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Control loop performance monitoring and improvement techniques are becoming essential to chemical industries due to the substantial value that they can add in terms of quality, operational cost and asset availability. Valve stiction has been identified as a main cause leading to poor performance of process control loops due to oscillation in the process variable. In this work, Gravitational Search Algorithm (GSA) is used to determine the optimal weights of an adaptive Finite Impulse Response Filter (FIR) that acts as a compensator. Computer simulations case studies were conducted to assess the performance of proposed approach.
引用
收藏
页码：168 / 172
页数：5
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