Multi-objective design of multi-stage fuzzy stabilizer using modified honey-bee mating optimization
- Author
- Hossein Shayeghi, Mohammad Moradzadeh (UGent) , Ali Ghasemi and Lieven Vandevelde (UGent)
- Organization
- 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
- Multi-objective optimization, Transient stability, Multi-stage fuzzy stabilizer, MHBMO
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-5787456
- MLA
- Shayeghi, Hossein, et al. “Multi-Objective Design of Multi-Stage Fuzzy Stabilizer Using Modified Honey-Bee Mating Optimization.” 2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), IEEE, 2014, pp. 769–72, doi:10.1109/ICSTCC.2014.6982511.
- APA
- Shayeghi, H., Moradzadeh, M., Ghasemi, A., & Vandevelde, L. (2014). Multi-objective design of multi-stage fuzzy stabilizer using modified honey-bee mating optimization. 2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 769–772. https://doi.org/10.1109/ICSTCC.2014.6982511
- Chicago author-date
- Shayeghi, Hossein, Mohammad Moradzadeh, Ali Ghasemi, and Lieven Vandevelde. 2014. “Multi-Objective Design of Multi-Stage Fuzzy Stabilizer Using Modified Honey-Bee Mating Optimization.” In 2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 769–72. IEEE. https://doi.org/10.1109/ICSTCC.2014.6982511.
- Chicago author-date (all authors)
- Shayeghi, Hossein, Mohammad Moradzadeh, Ali Ghasemi, and Lieven Vandevelde. 2014. “Multi-Objective Design of Multi-Stage Fuzzy Stabilizer Using Modified Honey-Bee Mating Optimization.” In 2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 769–772. IEEE. doi:10.1109/ICSTCC.2014.6982511.
- Vancouver
- 1.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 SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC). IEEE; 2014. p. 769–72.
- IEEE
- [1]H. Shayeghi, M. Moradzadeh, A. Ghasemi, and L. Vandevelde, “Multi-objective design of multi-stage fuzzy stabilizer using modified honey-bee mating optimization,” in 2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), Sinaia, Romania, 2014, pp. 769–772.
@inproceedings{5787456,
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.}},
author = {{Shayeghi, Hossein and Moradzadeh, Mohammad and Ghasemi, Ali and Vandevelde, Lieven}},
booktitle = {{2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC)}},
isbn = {{9781479946020}},
issn = {{2372-1618}},
keywords = {{Multi-objective optimization,Transient stability,Multi-stage fuzzy stabilizer,MHBMO}},
language = {{eng}},
location = {{Sinaia, Romania}},
pages = {{769--772}},
publisher = {{IEEE}},
title = {{Multi-objective design of multi-stage fuzzy stabilizer using modified honey-bee mating optimization}},
url = {{http://doi.org/10.1109/ICSTCC.2014.6982511}},
year = {{2014}},
}
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