Proceedings of the 2nd Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS 2016)

Design and implementation of constrained predictive control simplified algorithm based on particle swarm optimization

Authors
Kai-Chen Wang, Ping Ma
Corresponding Author
Kai-Chen Wang
Available Online December 2016.
DOI
10.2991/eeeis-16.2017.83How to use a DOI?
Keywords
constrained predictive control; Dynamic Matrix Control; particle swarm optimization; algorithm simplification
Abstract

In order to achieve the purpose of reducing the calculation quantity and improving the computation speed of predictive control, an aggregation algorithm was proposed to design the predictive control simplified algorithm. At the same time, consider the actuators' outputs with restrictions in industrial, the particle swarm optimization was used to design the output constraint on the basis of predictive control simplified algorithm. Finally, the algorithm was applied to boiler denitration control system by PLC in a power plant in Shaanxi Province. The practical result shows that the predictive control algorithm also can be implemented in the device with limited hardware resources and has a good control effect.

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/).

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Volume Title
Proceedings of the 2nd Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS 2016)
Series
Advances in Engineering Research
Publication Date
December 2016
ISBN
10.2991/eeeis-16.2017.83
ISSN
2352-5401
DOI
10.2991/eeeis-16.2017.83How to use a DOI?
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  - Kai-Chen Wang
AU  - Ping Ma
PY  - 2016/12
DA  - 2016/12
TI  - Design and implementation of constrained predictive control simplified algorithm based on particle swarm optimization
BT  - Proceedings of the 2nd Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS 2016)
PB  - Atlantis Press
SP  - 685
EP  - 690
SN  - 2352-5401
UR  - https://doi.org/10.2991/eeeis-16.2017.83
DO  - 10.2991/eeeis-16.2017.83
ID  - Wang2016/12
ER  -