Optimizing the Power System Operation Problem towards minimizing Generation and Damage Costs due to Load Shedding

Optimizing the operational parameters and control of the power system in steady-state conditions is a crucial issue in reducing the costs of power generation and operation. In the case of long-term operation of a power system, besides aiming to minimize power generation costs, the cost of damage cau...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Engineering, technology & applied science research technology & applied science research, 2023-10, Vol.13 (5), p.11643-11648
Hauptverfasser: Le, Trong Nghia, Nguyen, Hoang Minh Vu, Hoang, Thi Trang, Nguyen, Ngoc Au
Format: Artikel
Sprache:eng
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 11648
container_issue 5
container_start_page 11643
container_title Engineering, technology & applied science research
container_volume 13
creator Le, Trong Nghia
Nguyen, Hoang Minh Vu
Hoang, Thi Trang
Nguyen, Ngoc Au
description Optimizing the operational parameters and control of the power system in steady-state conditions is a crucial issue in reducing the costs of power generation and operation. In the case of long-term operation of a power system, besides aiming to minimize power generation costs, the cost of damage caused by load shedding also needs to be considered. This paper presents the optimization of the total cost of a power system including minimizing the generation cost function of power plants or power companies and minimizing the damage cost function caused to customers due to load shedding or power outages. At the same time, the objective function must also ensure the constraints on the operating conditions of the power system. This contributes to maintaining the continuity of the power supply to critical loads and minimizing damage. Base loads, priority loads, or loads that are not allowed to be shed are considered as constraints. The optimization problem is addressed by using the Particle Swarm Optimization (PSO) algorithm and the Cuckoo Search Algorithm (CSA). The IEEE 30-bus test system is applied to validate the reduction in total cost. The result comparison shows that when applying the CSA, the total cost is significantly reduced by 3.75% in comparison with the PSO algorithm. The algorithms are implemented in Matlab to demonstrate the efficiency and accuracy of the proposed method.
doi_str_mv 10.48084/etasr.6221
format Article
fullrecord <record><control><sourceid>crossref</sourceid><recordid>TN_cdi_crossref_primary_10_48084_etasr_6221</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_48084_etasr_6221</sourcerecordid><originalsourceid>FETCH-LOGICAL-c158t-da4b9aa5a196192de6e51dcf08cf6af539a9f20cc35e9b1eb5e23fdef96797f63</originalsourceid><addsrcrecordid>eNo1kFFLwzAUhYMoOOae_AN5l84kTdPkUaZOYbDB9LncNjdbZW1mEhnz11unuy8HLuc7Dx8ht5xNpWZa3mOCGKZKCH5BRrw0ItMsV5dkJITkmZS6vCaTGD_YcEorWYoR-VzuU9u1322_oWmLdOUPGOj6GBN2dLnHAKn1PV0FX--GT_IHCDbSru3P1Bz7cwt6Sx-hgw3SmY8pUvuFA0IXHixdb9HaAbghVw52ESf_OSbvz09vs5dssZy_zh4WWcMLnTILsjYABXCjuBEWFRbcNo7pxilwRW7AOMGaJi_Q1BzrAkXuLDqjSlM6lY_J3d9uE3yMAV21D20H4VhxVp2EVSdh1a-w_AfRd2H5</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Optimizing the Power System Operation Problem towards minimizing Generation and Damage Costs due to Load Shedding</title><source>EZB-FREE-00999 freely available EZB journals</source><creator>Le, Trong Nghia ; Nguyen, Hoang Minh Vu ; Hoang, Thi Trang ; Nguyen, Ngoc Au</creator><creatorcontrib>Le, Trong Nghia ; Nguyen, Hoang Minh Vu ; Hoang, Thi Trang ; Nguyen, Ngoc Au</creatorcontrib><description>Optimizing the operational parameters and control of the power system in steady-state conditions is a crucial issue in reducing the costs of power generation and operation. In the case of long-term operation of a power system, besides aiming to minimize power generation costs, the cost of damage caused by load shedding also needs to be considered. This paper presents the optimization of the total cost of a power system including minimizing the generation cost function of power plants or power companies and minimizing the damage cost function caused to customers due to load shedding or power outages. At the same time, the objective function must also ensure the constraints on the operating conditions of the power system. This contributes to maintaining the continuity of the power supply to critical loads and minimizing damage. Base loads, priority loads, or loads that are not allowed to be shed are considered as constraints. The optimization problem is addressed by using the Particle Swarm Optimization (PSO) algorithm and the Cuckoo Search Algorithm (CSA). The IEEE 30-bus test system is applied to validate the reduction in total cost. The result comparison shows that when applying the CSA, the total cost is significantly reduced by 3.75% in comparison with the PSO algorithm. The algorithms are implemented in Matlab to demonstrate the efficiency and accuracy of the proposed method.</description><identifier>ISSN: 2241-4487</identifier><identifier>EISSN: 1792-8036</identifier><identifier>DOI: 10.48084/etasr.6221</identifier><language>eng</language><ispartof>Engineering, technology &amp; applied science research, 2023-10, Vol.13 (5), p.11643-11648</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c158t-da4b9aa5a196192de6e51dcf08cf6af539a9f20cc35e9b1eb5e23fdef96797f63</cites><orcidid>0000-0002-4337-7014</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids></links><search><creatorcontrib>Le, Trong Nghia</creatorcontrib><creatorcontrib>Nguyen, Hoang Minh Vu</creatorcontrib><creatorcontrib>Hoang, Thi Trang</creatorcontrib><creatorcontrib>Nguyen, Ngoc Au</creatorcontrib><title>Optimizing the Power System Operation Problem towards minimizing Generation and Damage Costs due to Load Shedding</title><title>Engineering, technology &amp; applied science research</title><description>Optimizing the operational parameters and control of the power system in steady-state conditions is a crucial issue in reducing the costs of power generation and operation. In the case of long-term operation of a power system, besides aiming to minimize power generation costs, the cost of damage caused by load shedding also needs to be considered. This paper presents the optimization of the total cost of a power system including minimizing the generation cost function of power plants or power companies and minimizing the damage cost function caused to customers due to load shedding or power outages. At the same time, the objective function must also ensure the constraints on the operating conditions of the power system. This contributes to maintaining the continuity of the power supply to critical loads and minimizing damage. Base loads, priority loads, or loads that are not allowed to be shed are considered as constraints. The optimization problem is addressed by using the Particle Swarm Optimization (PSO) algorithm and the Cuckoo Search Algorithm (CSA). The IEEE 30-bus test system is applied to validate the reduction in total cost. The result comparison shows that when applying the CSA, the total cost is significantly reduced by 3.75% in comparison with the PSO algorithm. The algorithms are implemented in Matlab to demonstrate the efficiency and accuracy of the proposed method.</description><issn>2241-4487</issn><issn>1792-8036</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNo1kFFLwzAUhYMoOOae_AN5l84kTdPkUaZOYbDB9LncNjdbZW1mEhnz11unuy8HLuc7Dx8ht5xNpWZa3mOCGKZKCH5BRrw0ItMsV5dkJITkmZS6vCaTGD_YcEorWYoR-VzuU9u1322_oWmLdOUPGOj6GBN2dLnHAKn1PV0FX--GT_IHCDbSru3P1Bz7cwt6Sx-hgw3SmY8pUvuFA0IXHixdb9HaAbghVw52ESf_OSbvz09vs5dssZy_zh4WWcMLnTILsjYABXCjuBEWFRbcNo7pxilwRW7AOMGaJi_Q1BzrAkXuLDqjSlM6lY_J3d9uE3yMAV21D20H4VhxVp2EVSdh1a-w_AfRd2H5</recordid><startdate>20231013</startdate><enddate>20231013</enddate><creator>Le, Trong Nghia</creator><creator>Nguyen, Hoang Minh Vu</creator><creator>Hoang, Thi Trang</creator><creator>Nguyen, Ngoc Au</creator><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-4337-7014</orcidid></search><sort><creationdate>20231013</creationdate><title>Optimizing the Power System Operation Problem towards minimizing Generation and Damage Costs due to Load Shedding</title><author>Le, Trong Nghia ; Nguyen, Hoang Minh Vu ; Hoang, Thi Trang ; Nguyen, Ngoc Au</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c158t-da4b9aa5a196192de6e51dcf08cf6af539a9f20cc35e9b1eb5e23fdef96797f63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Le, Trong Nghia</creatorcontrib><creatorcontrib>Nguyen, Hoang Minh Vu</creatorcontrib><creatorcontrib>Hoang, Thi Trang</creatorcontrib><creatorcontrib>Nguyen, Ngoc Au</creatorcontrib><collection>CrossRef</collection><jtitle>Engineering, technology &amp; applied science research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Le, Trong Nghia</au><au>Nguyen, Hoang Minh Vu</au><au>Hoang, Thi Trang</au><au>Nguyen, Ngoc Au</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimizing the Power System Operation Problem towards minimizing Generation and Damage Costs due to Load Shedding</atitle><jtitle>Engineering, technology &amp; applied science research</jtitle><date>2023-10-13</date><risdate>2023</risdate><volume>13</volume><issue>5</issue><spage>11643</spage><epage>11648</epage><pages>11643-11648</pages><issn>2241-4487</issn><eissn>1792-8036</eissn><abstract>Optimizing the operational parameters and control of the power system in steady-state conditions is a crucial issue in reducing the costs of power generation and operation. In the case of long-term operation of a power system, besides aiming to minimize power generation costs, the cost of damage caused by load shedding also needs to be considered. This paper presents the optimization of the total cost of a power system including minimizing the generation cost function of power plants or power companies and minimizing the damage cost function caused to customers due to load shedding or power outages. At the same time, the objective function must also ensure the constraints on the operating conditions of the power system. This contributes to maintaining the continuity of the power supply to critical loads and minimizing damage. Base loads, priority loads, or loads that are not allowed to be shed are considered as constraints. The optimization problem is addressed by using the Particle Swarm Optimization (PSO) algorithm and the Cuckoo Search Algorithm (CSA). The IEEE 30-bus test system is applied to validate the reduction in total cost. The result comparison shows that when applying the CSA, the total cost is significantly reduced by 3.75% in comparison with the PSO algorithm. The algorithms are implemented in Matlab to demonstrate the efficiency and accuracy of the proposed method.</abstract><doi>10.48084/etasr.6221</doi><tpages>6</tpages><orcidid>https://orcid.org/0000-0002-4337-7014</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2241-4487
ispartof Engineering, technology & applied science research, 2023-10, Vol.13 (5), p.11643-11648
issn 2241-4487
1792-8036
language eng
recordid cdi_crossref_primary_10_48084_etasr_6221
source EZB-FREE-00999 freely available EZB journals
title Optimizing the Power System Operation Problem towards minimizing Generation and Damage Costs due to Load Shedding
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-09T00%3A25%3A22IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Optimizing%20the%20Power%20System%20Operation%20Problem%20towards%20minimizing%20Generation%20and%20Damage%20Costs%20due%20to%20Load%20Shedding&rft.jtitle=Engineering,%20technology%20&%20applied%20science%20research&rft.au=Le,%20Trong%20Nghia&rft.date=2023-10-13&rft.volume=13&rft.issue=5&rft.spage=11643&rft.epage=11648&rft.pages=11643-11648&rft.issn=2241-4487&rft.eissn=1792-8036&rft_id=info:doi/10.48084/etasr.6221&rft_dat=%3Ccrossref%3E10_48084_etasr_6221%3C/crossref%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true