A novel modulation for Adaptive Control Issue-Based Optimization Techniques: Balloon Effect

Hussein Abubakr; Josep M. Guerrero; Juan C. Vasquez; Tarek Hassan Mohamed

doi:10.1109/MEPCON50283.2021.9686253

A novel modulation for Adaptive Control Issue-Based Optimization Techniques: Balloon Effect

Hussein Abubakr^*, Josep M. Guerrero, Juan C. Vasquez, Tarek Hassan Mohamed

^*Corresponding author for this work

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

3 Citations (Scopus)

25 Downloads (Pure)

Abstract

This paper provides a comprehensive discussion of the balloon effect method, which is a new tool for optimization techniques. There exist two broad categories of algorithms called metaheuristics and heuristics that are: evolutionary algorithms and swarm intelligence. The performance of these algorithms relies heavily on the parameters used which need to be broadly tuned during computational experiments to attain eminent performance. The balloon effect idea can assist the optimization algorithms to solve the discrete, constrained, and unconstrained issues and to be more sensitive and trackable during any sudden disturbances. Recently, it has been proposed for adaptively tuning the system parameters for achieving the optimal solution. The main objective of this work is to discuss the idea of the balloon effect and how it can be used for various power system applications. The authors believe that this work shall be helpful for exploring the balloon effect potential on the general audience working for the optimization in different aspects.

Original language	English
Title of host publication	22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings
Number of pages	4
Publisher	IEEE Signal Processing Society
Publication date	2021
Pages	412-415
ISBN (Print)	978-1-6654-1999-4
ISBN (Electronic)	978-1-6654-1998-7
DOIs	https://doi.org/10.1109/MEPCON50283.2021.9686253
Publication status	Published - 2021
Event	22nd International Middle East Power Systems Conference, MEPCON 2021 - Assiut, Egypt Duration: 14 Dec 2021 → 16 Dec 2021

Conference

Conference	22nd International Middle East Power Systems Conference, MEPCON 2021
Country/Territory	Egypt
City	Assiut
Period	14/12/2021 → 16/12/2021
Sponsor	Engineering Studies and Consultations Center, Idea Space, Madkour Group, Opal, Silicon Waha, Smart Systems

Series	22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings

Bibliographical note

Funding Information:
Hussein Abubakr is fully funded by the Ministry of Higher Education of the Arab Republic of Egypt; this work is supported by VILLUM FONDEN under the VILLUM Investigator Grant (no. 25920): Center for Research on Microgrids (CROM);

Publisher Copyright:
© 2021 IEEE.

Keywords

Adaptive control
Balloon effect
Load frequency control
Optimization techniques
Power systems

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10.1109/MEPCON50283.2021.9686253

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Cite this

Abubakr, Hussein ; Guerrero, Josep M. ; Vasquez, Juan C. et al. / A novel modulation for Adaptive Control Issue-Based Optimization Techniques : Balloon Effect. 22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings. IEEE Signal Processing Society, 2021. pp. 412-415 (22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings).

@inproceedings{f87fc965af6b4f6fac3d578eaadce511,

title = "A novel modulation for Adaptive Control Issue-Based Optimization Techniques: Balloon Effect",

abstract = "This paper provides a comprehensive discussion of the balloon effect method, which is a new tool for optimization techniques. There exist two broad categories of algorithms called metaheuristics and heuristics that are: evolutionary algorithms and swarm intelligence. The performance of these algorithms relies heavily on the parameters used which need to be broadly tuned during computational experiments to attain eminent performance. The balloon effect idea can assist the optimization algorithms to solve the discrete, constrained, and unconstrained issues and to be more sensitive and trackable during any sudden disturbances. Recently, it has been proposed for adaptively tuning the system parameters for achieving the optimal solution. The main objective of this work is to discuss the idea of the balloon effect and how it can be used for various power system applications. The authors believe that this work shall be helpful for exploring the balloon effect potential on the general audience working for the optimization in different aspects.",

keywords = "Adaptive control, Balloon effect, Load frequency control, Optimization techniques, Power systems",

author = "Hussein Abubakr and Guerrero, {Josep M.} and Vasquez, {Juan C.} and Mohamed, {Tarek Hassan}",

note = "Funding Information: Hussein Abubakr is fully funded by the Ministry of Higher Education of the Arab Republic of Egypt; this work is supported by VILLUM FONDEN under the VILLUM Investigator Grant (no. 25920): Center for Research on Microgrids (CROM); Publisher Copyright: {\textcopyright} 2021 IEEE.; 22nd International Middle East Power Systems Conference, MEPCON 2021 ; Conference date: 14-12-2021 Through 16-12-2021",

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doi = "10.1109/MEPCON50283.2021.9686253",

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publisher = "IEEE Signal Processing Society",

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Abubakr, H , Guerrero, JM , Vasquez, JC & Mohamed, TH 2021, A novel modulation for Adaptive Control Issue-Based Optimization Techniques: Balloon Effect. in 22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings. IEEE Signal Processing Society, 22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings, pp. 412-415, 22nd International Middle East Power Systems Conference, MEPCON 2021, Assiut, Egypt, 14/12/2021. https://doi.org/10.1109/MEPCON50283.2021.9686253

A novel modulation for Adaptive Control Issue-Based Optimization Techniques: Balloon Effect. / Abubakr, Hussein ; Guerrero, Josep M.; Vasquez, Juan C. et al.
22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings. IEEE Signal Processing Society, 2021. p. 412-415 (22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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AU - Mohamed, Tarek Hassan

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PY - 2021

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AB - This paper provides a comprehensive discussion of the balloon effect method, which is a new tool for optimization techniques. There exist two broad categories of algorithms called metaheuristics and heuristics that are: evolutionary algorithms and swarm intelligence. The performance of these algorithms relies heavily on the parameters used which need to be broadly tuned during computational experiments to attain eminent performance. The balloon effect idea can assist the optimization algorithms to solve the discrete, constrained, and unconstrained issues and to be more sensitive and trackable during any sudden disturbances. Recently, it has been proposed for adaptively tuning the system parameters for achieving the optimal solution. The main objective of this work is to discuss the idea of the balloon effect and how it can be used for various power system applications. The authors believe that this work shall be helpful for exploring the balloon effect potential on the general audience working for the optimization in different aspects.

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ER -

Abubakr H , Guerrero JM , Vasquez JC, Mohamed TH. A novel modulation for Adaptive Control Issue-Based Optimization Techniques: Balloon Effect. In 22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings. IEEE Signal Processing Society. 2021. p. 412-415. (22nd International Middle East Power Systems Conference, MEPCON 2021 - Proceedings). doi: 10.1109/MEPCON50283.2021.9686253

A novel modulation for Adaptive Control Issue-Based Optimization Techniques: Balloon Effect

Abstract

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Bibliographical note

Keywords

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