Process Control System Design Based on Genetic Algorithm
Authors
Ping Liu, Yongchao Xie, Xiaoqing Ding, Mingwei Wang
Corresponding Author
Ping Liu
Available Online April 2017.
- DOI
- 10.2991/icammce-17.2017.44How to use a DOI?
- Keywords
- Process control; Genetic algorithm; Kingview; Double-tank
- Abstract
Because the process control laboratory supporting software only provides the conventional PID algorithm, the paper combines with advanced control algorithm---genetic algorithm to design process control experiment. This paper emphasizes on using kingview language to realize the selection and reproduction, crossover and mutation process of genetic algorithm. At the same time, this article introduces the method which how to generate the tank characteristic curve, the valve characteristic curve and the experiment report. We can conclude that the design of experiments is effective and have great help for the students to grasp the genetic algorithm from the feedback of the students and the experiment results.
- Copyright
- © 2017, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Ping Liu AU - Yongchao Xie AU - Xiaoqing Ding AU - Mingwei Wang PY - 2017/04 DA - 2017/04 TI - Process Control System Design Based on Genetic Algorithm BT - Proceedings of the 2017 2nd International Conference on Advances in Materials, Mechatronics and Civil Engineering (ICAMMCE 2017) PB - Atlantis Press SP - 222 EP - 227 SN - 2352-5401 UR - https://doi.org/10.2991/icammce-17.2017.44 DO - 10.2991/icammce-17.2017.44 ID - Liu2017/04 ER -