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

Hossein Shayeghi; Mohammad Moradzadeh; Ali Ghasemi; Lieven Vandevelde

doi:10.1109/ICSTCC.2014.6982511

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 proceeding › Conference contribution › peer-review

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 language	English
Title of host publication	2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	769-772
Number of pages	4
ISBN (Electronic)	9781479946013
DOIs	https://doi.org/10.1109/ICSTCC.2014.6982511
Publication status	Published - 15 Dec 2014
Externally published	Yes
Event	18th International Conference on System Theory, Control and Computing - Sinaia, Romania Duration: 17 Oct 2014 → 19 Oct 2014 Conference number: 18 http://www.ace.tuiasi.ro/icstcc2014/ (Link to Conference Website)

Conference

Conference	18th International Conference on System Theory, Control and Computing
Abbreviated title	ICSTCC 2014
Country/Territory	Romania
City	Sinaia
Period	17/10/14 → 19/10/14
Internet address	http://www.ace.tuiasi.ro/icstcc2014/ (Link to Conference Website)

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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 (pp. 769-772). Article 6982511 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSTCC.2014.6982511

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title = "Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization",

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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doi = "10.1109/ICSTCC.2014.6982511",

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booktitle = "2014 18th International Conference on System Theory, Control and Computing, ICSTCC 2014",

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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, Romania, 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 et al.
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 proceeding › Conference contribution › peer-review

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T1 - Multi-objective design of multi-stage fuzzy stabilizer using modified Honey-Bee mating optimization

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AU - Moradzadeh, Mohammad

AU - Ghasemi, Ali

AU - Vandevelde, Lieven

N1 - Conference code: 18

PY - 2014/12/15

Y1 - 2014/12/15

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.

KW - MHBMO

KW - Multi-objective optimization

KW - Multi-stage fuzzy stabilizer

KW - Transient stability

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

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