Intelligent predictive control methods for synchronous power system

Muhammad S. Yousuf; S. Z. Rizvi; Hussain N. Al-Duwaish

doi:10.1109/CICA.2011.5945742

Intelligent predictive control methods for synchronous power system

Muhammad S. Yousuf^*
, S. Z. Rizvi
, Hussain N. Al-Duwaish

^*Corresponding author for this work

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

In this paper, an intelligent Model Predictive Controller (MPC) for a Synchronous Power Machine on Infinite Bus (SMIB) is proposed. Owing to the nonlinear and multi-variable nature of the SMIB system, calculating optimal control signals can be difficult. To solve this problem, a novel scheme of predictive controller in tandem with heuristic optimization algorithms is proposed. Numerical simulations are carried out and performance of the controller under different conditions and in combination with different optimizers is analysed in detail. Comparison is made with the performance of existing SMIB controllers present in the literature and improvements are observed.

Original language	English
Title of host publication	IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation
Pages	67-73
Number of pages	7
DOIs	https://doi.org/10.1109/CICA.2011.5945742
State	Published - 2011

Publication series

Name	IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation

ASJC Scopus subject areas

Artificial Intelligence
Control and Systems Engineering

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10.1109/CICA.2011.5945742

Cite this

Yousuf, M. S., Rizvi, S. Z., & Al-Duwaish, H. N. (2011). Intelligent predictive control methods for synchronous power system. In IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation (pp. 67-73). Article 5945742 (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation). https://doi.org/10.1109/CICA.2011.5945742

Yousuf, Muhammad S. ; Rizvi, S. Z. ; Al-Duwaish, Hussain N. / Intelligent predictive control methods for synchronous power system. IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation. 2011. pp. 67-73 (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation).

@inproceedings{c4015cf0a14c48579002194d959859e5,

title = "Intelligent predictive control methods for synchronous power system",

abstract = "In this paper, an intelligent Model Predictive Controller (MPC) for a Synchronous Power Machine on Infinite Bus (SMIB) is proposed. Owing to the nonlinear and multi-variable nature of the SMIB system, calculating optimal control signals can be difficult. To solve this problem, a novel scheme of predictive controller in tandem with heuristic optimization algorithms is proposed. Numerical simulations are carried out and performance of the controller under different conditions and in combination with different optimizers is analysed in detail. Comparison is made with the performance of existing SMIB controllers present in the literature and improvements are observed.",

author = "Yousuf, \{Muhammad S.\} and Rizvi, \{S. Z.\} and Al-Duwaish, \{Hussain N.\}",

year = "2011",

doi = "10.1109/CICA.2011.5945742",

language = "English",

isbn = "9781424499038",

series = "IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation",

pages = "67--73",

booktitle = "IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation",

}

Yousuf, MS, Rizvi, SZ & Al-Duwaish, HN 2011, Intelligent predictive control methods for synchronous power system. in IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation., 5945742, IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation, pp. 67-73. https://doi.org/10.1109/CICA.2011.5945742

Intelligent predictive control methods for synchronous power system. / Yousuf, Muhammad S.; Rizvi, S. Z.; Al-Duwaish, Hussain N.
IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation. 2011. p. 67-73 5945742 (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - In this paper, an intelligent Model Predictive Controller (MPC) for a Synchronous Power Machine on Infinite Bus (SMIB) is proposed. Owing to the nonlinear and multi-variable nature of the SMIB system, calculating optimal control signals can be difficult. To solve this problem, a novel scheme of predictive controller in tandem with heuristic optimization algorithms is proposed. Numerical simulations are carried out and performance of the controller under different conditions and in combination with different optimizers is analysed in detail. Comparison is made with the performance of existing SMIB controllers present in the literature and improvements are observed.

AB - In this paper, an intelligent Model Predictive Controller (MPC) for a Synchronous Power Machine on Infinite Bus (SMIB) is proposed. Owing to the nonlinear and multi-variable nature of the SMIB system, calculating optimal control signals can be difficult. To solve this problem, a novel scheme of predictive controller in tandem with heuristic optimization algorithms is proposed. Numerical simulations are carried out and performance of the controller under different conditions and in combination with different optimizers is analysed in detail. Comparison is made with the performance of existing SMIB controllers present in the literature and improvements are observed.

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Yousuf MS, Rizvi SZ, Al-Duwaish HN. Intelligent predictive control methods for synchronous power system. In IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation. 2011. p. 67-73. 5945742. (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation). doi: 10.1109/CICA.2011.5945742

Intelligent predictive control methods for synchronous power system

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