Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization

Hossein Shayeghi, Mohammad Moradzadeh, Ali Ghasemi, Lieven Vandevelde

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

This study proposes a new Multi-Stage Fuzzy Stabilizer (MSFS) in order to damp low-frequency oscillations in multi-machine power systems. The proposed MSFS is tuned by Modified Honey-Bee Mating Optimization (MHBMO) method which improves the local and global exploration of the standard HBMO method by changing the queen's speed reduction coefficient with a new parameter adjustment process. The objective functions are defined as time-domain and eigenvalue-based functions which are optimized by the MHBMO method. The obtained results on New England 10-machine 39-bus test system show the good performance of the suggested MHBMO-tuned MSFS.

Original languageEnglish
Title of host publication2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages769-772
Number of pages4
ISBN (Electronic)9781479946013
DOIs
Publication statusPublished - 15 Dec 2014
Externally publishedYes
Event18th International Conference on System Theory, Control and Computing - Sinaia
Duration: 17 Oct 201419 Oct 2014
Conference number: 18
http://www.ace.tuiasi.ro/icstcc2014/ (Link to Conference Website)

Conference

Conference18th International Conference on System Theory, Control and Computing
Abbreviated titleICSTCC 2014
CitySinaia
Period17/10/1419/10/14
Internet address

Cite this

Shayeghi, H., Moradzadeh, M., Ghasemi, A., & Vandevelde, L. (2014). Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization. In 2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014 (pp. 769-772). [6982511] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSTCC.2014.6982511
Shayeghi, Hossein ; Moradzadeh, Mohammad ; Ghasemi, Ali ; Vandevelde, Lieven. / Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization. 2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 769-772
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abstract = "This study proposes a new Multi-Stage Fuzzy Stabilizer (MSFS) in order to damp low-frequency oscillations in multi-machine power systems. The proposed MSFS is tuned by Modified Honey-Bee Mating Optimization (MHBMO) method which improves the local and global exploration of the standard HBMO method by changing the queen's speed reduction coefficient with a new parameter adjustment process. The objective functions are defined as time-domain and eigenvalue-based functions which are optimized by the MHBMO method. The obtained results on New England 10-machine 39-bus test system show the good performance of the suggested MHBMO-tuned MSFS.",
keywords = "MHBMO, Multi-objective optimization, Multi-stage fuzzy stabilizer, Transient stability",
author = "Hossein Shayeghi and Mohammad Moradzadeh and Ali Ghasemi and Lieven Vandevelde",
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Shayeghi, H, Moradzadeh, M, Ghasemi, A & Vandevelde, L 2014, Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization. in 2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014., 6982511, Institute of Electrical and Electronics Engineers Inc., pp. 769-772, 18th International Conference on System Theory, Control and Computing, Sinaia, 17/10/14. https://doi.org/10.1109/ICSTCC.2014.6982511

Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization. / Shayeghi, Hossein; Moradzadeh, Mohammad; Ghasemi, Ali; Vandevelde, Lieven.

2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 769-772 6982511.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Moradzadeh, Mohammad

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N1 - No full text in Eprints. HN 24/11/2017

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N2 - This study proposes a new Multi-Stage Fuzzy Stabilizer (MSFS) in order to damp low-frequency oscillations in multi-machine power systems. The proposed MSFS is tuned by Modified Honey-Bee Mating Optimization (MHBMO) method which improves the local and global exploration of the standard HBMO method by changing the queen's speed reduction coefficient with a new parameter adjustment process. The objective functions are defined as time-domain and eigenvalue-based functions which are optimized by the MHBMO method. The obtained results on New England 10-machine 39-bus test system show the good performance of the suggested MHBMO-tuned MSFS.

AB - This study proposes a new Multi-Stage Fuzzy Stabilizer (MSFS) in order to damp low-frequency oscillations in multi-machine power systems. The proposed MSFS is tuned by Modified Honey-Bee Mating Optimization (MHBMO) method which improves the local and global exploration of the standard HBMO method by changing the queen's speed reduction coefficient with a new parameter adjustment process. The objective functions are defined as time-domain and eigenvalue-based functions which are optimized by the MHBMO method. The obtained results on New England 10-machine 39-bus test system show the good performance of the suggested MHBMO-tuned MSFS.

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Shayeghi H, Moradzadeh M, Ghasemi A, Vandevelde L. Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization. In 2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 769-772. 6982511 https://doi.org/10.1109/ICSTCC.2014.6982511