Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition

This paper presents a method that uses particle swarm optimization to select the optimal allocation of a combined heat and power system that considers the maximum allowable capacity with the aim of reducing losses, improving the voltage profile and reliability of microgrids considering networks load...

Full description

Saved in:
Bibliographic Details
Main Authors: Naderipour, A., Abdul-Malek, Z., Nowdeh, S. A., Ramachandaramurthy, V. K., Kalam, A., Guerrero, J. M.
Format: Article
Published: Elsevier Ltd. 2020
Subjects:
Online Access:http://eprints.utm.my/id/eprint/86757/
https://dx.doi.org/10.1016/j.energy.2020.117124
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.86757
record_format eprints
spelling my.utm.867572020-09-30T09:09:27Z http://eprints.utm.my/id/eprint/86757/ Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition Naderipour, A. Abdul-Malek, Z. Nowdeh, S. A. Ramachandaramurthy, V. K. Kalam, A. Guerrero, J. M. TK Electrical engineering. Electronics Nuclear engineering This paper presents a method that uses particle swarm optimization to select the optimal allocation of a combined heat and power system that considers the maximum allowable capacity with the aim of reducing losses, improving the voltage profile and reliability of microgrids considering networks loading condition. Decision variables are optimal location and capacity of the combined heat and power systems. The location and maximum capacity of the combined heat and power system were specified in a way to reduce losses, improve the voltage profile, reliability improvement as energy not supplied reduction and maintain the operating constraints. The method is applied to 84- and 32-bus standard microgrids. Capability of the proposed method is proved in obtained results which demonstrated a significant enhancement in voltage profile and a decrease in power losses and customer's energy not supplied as reliability improvement. Minimum microgrid losses can be achieved with considering these constraints. The power loss, minimum voltage and reliability is improved 43.9%, 3,4% and 80.31% for 84 bus network and 72%, 6.2% and 83.6% for 32 us network, respectively by optimal combined heat and power systems allocation. Also, the superiority of the particle swarm optimization is confirmed in comparison with the genetic algorithm. Elsevier Ltd. 2020-04 Article PeerReviewed Naderipour, A. and Abdul-Malek, Z. and Nowdeh, S. A. and Ramachandaramurthy, V. K. and Kalam, A. and Guerrero, J. M. (2020) Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition. Energy, 196 . ISSN 0360-5442 https://dx.doi.org/10.1016/j.energy.2020.117124 DOI:10.1016/j.energy.2020.117124
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Naderipour, A.
Abdul-Malek, Z.
Nowdeh, S. A.
Ramachandaramurthy, V. K.
Kalam, A.
Guerrero, J. M.
Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition
description This paper presents a method that uses particle swarm optimization to select the optimal allocation of a combined heat and power system that considers the maximum allowable capacity with the aim of reducing losses, improving the voltage profile and reliability of microgrids considering networks loading condition. Decision variables are optimal location and capacity of the combined heat and power systems. The location and maximum capacity of the combined heat and power system were specified in a way to reduce losses, improve the voltage profile, reliability improvement as energy not supplied reduction and maintain the operating constraints. The method is applied to 84- and 32-bus standard microgrids. Capability of the proposed method is proved in obtained results which demonstrated a significant enhancement in voltage profile and a decrease in power losses and customer's energy not supplied as reliability improvement. Minimum microgrid losses can be achieved with considering these constraints. The power loss, minimum voltage and reliability is improved 43.9%, 3,4% and 80.31% for 84 bus network and 72%, 6.2% and 83.6% for 32 us network, respectively by optimal combined heat and power systems allocation. Also, the superiority of the particle swarm optimization is confirmed in comparison with the genetic algorithm.
format Article
author Naderipour, A.
Abdul-Malek, Z.
Nowdeh, S. A.
Ramachandaramurthy, V. K.
Kalam, A.
Guerrero, J. M.
author_facet Naderipour, A.
Abdul-Malek, Z.
Nowdeh, S. A.
Ramachandaramurthy, V. K.
Kalam, A.
Guerrero, J. M.
author_sort Naderipour, A.
title Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition
title_short Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition
title_full Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition
title_fullStr Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition
title_full_unstemmed Optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition
title_sort optimal allocation for combined heat and power system with respect to maximum allowable capacity for reduced losses and improved voltage profile and reliability of microgrids considering loading condition
publisher Elsevier Ltd.
publishDate 2020
url http://eprints.utm.my/id/eprint/86757/
https://dx.doi.org/10.1016/j.energy.2020.117124
_version_ 1680321091220799488
score 13.211869