Distribution Network Loss Minimization via Simultaneous Distributed Generation Coordination with Network Reconfiguration
The power loss is one of the constraints to achieve a more reliable and economic distribution system. The installation of distributed generation (DG) in the existing problem is one of the available solutions; however, the random use of DGs will actually worsen the problem. Moreover, the network reco...
Gespeichert in:
Veröffentlicht in: | Arabian Journal for Science and Engineering 2014-06, Vol.39 (6), p.4923-4933 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 4933 |
---|---|
container_issue | 6 |
container_start_page | 4923 |
container_title | Arabian Journal for Science and Engineering |
container_volume | 39 |
creator | Muhtazaruddin, M. N. Jamian, J. J. Fujita, G. Baharudin, M. A. Wazir, M. W. Mokhlis, H. |
description | The power loss is one of the constraints to achieve a more reliable and economic distribution system. The installation of distributed generation (DG) in the existing problem is one of the available solutions; however, the random use of DGs will actually worsen the problem. Moreover, the network reconfiguration is another approach for losses reduction. This method works by controlling the tie and sectionalizes switches to change the topology of the distribution network. Nevertheless, this process must maintain the system in radial network due to protection scheme. Hence, a suitable technique is needed to tackle the DG coordination (DG output and DG location) and network reconfiguration problems. This paper presents a new hybrid optimization technique based on Artificial Bee Colony and Artificial Immune System algorithm to determine the optimal DG coordination with network reconfiguration for multiple DG simultaneously. The effectiveness of the proposed method is demonstrated on a 33-bus distribution test system and validated with various test cases. The results prove that the approach to determine DG coordination with network reconfiguration simultaneously reduces the power losses by 95.10 % from the initial power losses. Furthermore, the proposed method gives a better percentage of minimum voltage increment and improvement of stability index, which is 9.14 % and 0.0428, respectively. |
doi_str_mv | 10.1007/s13369-014-1178-4 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1559706933</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1559706933</sourcerecordid><originalsourceid>FETCH-LOGICAL-c321t-6850fded2824565c1006a5b52e6d6fd054d04e9b15ff7f27d7d0bfef3e5688783</originalsourceid><addsrcrecordid>eNp9kMtOwzAQRS0EEqXwAeyyZBPw2LHjLFGBglRA4rG2ktguLold7IQCX09KEEtWo9GcO9I9CB0DPgWM87MIlPIixZClALlIsx00IVBAmhEBu2gCFIpUYML20UGMK4w5iJxO0MeFjV2wVd9Z75I73W18eE0WPsbk1jrb2q_y5_Juy-TRtn3TlU77PiZ_Oa2SuXY6jNzM-6CsG5eN7V7-fj7o2jtjl_1IHqI9UzZRH_3OKXq-unyaXaeL-_nN7HyR1pRAl3LBsFFaEUEyxlk9lOUlqxjRXHGjMMsUznRRATMmNyRXucKV0YZqxoXIBZ2ik_HvOvi3XsdOtjbWumnGHhIYK3LMC0oHFEa0DkP_oI1cB9uW4VMCllvLcrQsB8tya1lmQ4aMmTiwbqmDXPk-uKHRP6Fv-NmDJg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1559706933</pqid></control><display><type>article</type><title>Distribution Network Loss Minimization via Simultaneous Distributed Generation Coordination with Network Reconfiguration</title><source>Springer Journals</source><creator>Muhtazaruddin, M. N. ; Jamian, J. J. ; Fujita, G. ; Baharudin, M. A. ; Wazir, M. W. ; Mokhlis, H.</creator><creatorcontrib>Muhtazaruddin, M. N. ; Jamian, J. J. ; Fujita, G. ; Baharudin, M. A. ; Wazir, M. W. ; Mokhlis, H.</creatorcontrib><description>The power loss is one of the constraints to achieve a more reliable and economic distribution system. The installation of distributed generation (DG) in the existing problem is one of the available solutions; however, the random use of DGs will actually worsen the problem. Moreover, the network reconfiguration is another approach for losses reduction. This method works by controlling the tie and sectionalizes switches to change the topology of the distribution network. Nevertheless, this process must maintain the system in radial network due to protection scheme. Hence, a suitable technique is needed to tackle the DG coordination (DG output and DG location) and network reconfiguration problems. This paper presents a new hybrid optimization technique based on Artificial Bee Colony and Artificial Immune System algorithm to determine the optimal DG coordination with network reconfiguration for multiple DG simultaneously. The effectiveness of the proposed method is demonstrated on a 33-bus distribution test system and validated with various test cases. The results prove that the approach to determine DG coordination with network reconfiguration simultaneously reduces the power losses by 95.10 % from the initial power losses. Furthermore, the proposed method gives a better percentage of minimum voltage increment and improvement of stability index, which is 9.14 % and 0.0428, respectively.</description><identifier>ISSN: 1319-8025</identifier><identifier>EISSN: 2191-4281</identifier><identifier>DOI: 10.1007/s13369-014-1178-4</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Algorithms ; Distributed generation ; Economics ; Engineering ; Humanities and Social Sciences ; multidisciplinary ; Networks ; Optimization ; Power loss ; Reconfiguration ; Research Article - Electrical Engineering ; Science ; Switching theory</subject><ispartof>Arabian Journal for Science and Engineering, 2014-06, Vol.39 (6), p.4923-4933</ispartof><rights>King Fahd University of Petroleum and Minerals 2014</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c321t-6850fded2824565c1006a5b52e6d6fd054d04e9b15ff7f27d7d0bfef3e5688783</citedby><cites>FETCH-LOGICAL-c321t-6850fded2824565c1006a5b52e6d6fd054d04e9b15ff7f27d7d0bfef3e5688783</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s13369-014-1178-4$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s13369-014-1178-4$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,777,781,27905,27906,41469,42538,51300</link.rule.ids></links><search><creatorcontrib>Muhtazaruddin, M. N.</creatorcontrib><creatorcontrib>Jamian, J. J.</creatorcontrib><creatorcontrib>Fujita, G.</creatorcontrib><creatorcontrib>Baharudin, M. A.</creatorcontrib><creatorcontrib>Wazir, M. W.</creatorcontrib><creatorcontrib>Mokhlis, H.</creatorcontrib><title>Distribution Network Loss Minimization via Simultaneous Distributed Generation Coordination with Network Reconfiguration</title><title>Arabian Journal for Science and Engineering</title><addtitle>Arab J Sci Eng</addtitle><description>The power loss is one of the constraints to achieve a more reliable and economic distribution system. The installation of distributed generation (DG) in the existing problem is one of the available solutions; however, the random use of DGs will actually worsen the problem. Moreover, the network reconfiguration is another approach for losses reduction. This method works by controlling the tie and sectionalizes switches to change the topology of the distribution network. Nevertheless, this process must maintain the system in radial network due to protection scheme. Hence, a suitable technique is needed to tackle the DG coordination (DG output and DG location) and network reconfiguration problems. This paper presents a new hybrid optimization technique based on Artificial Bee Colony and Artificial Immune System algorithm to determine the optimal DG coordination with network reconfiguration for multiple DG simultaneously. The effectiveness of the proposed method is demonstrated on a 33-bus distribution test system and validated with various test cases. The results prove that the approach to determine DG coordination with network reconfiguration simultaneously reduces the power losses by 95.10 % from the initial power losses. Furthermore, the proposed method gives a better percentage of minimum voltage increment and improvement of stability index, which is 9.14 % and 0.0428, respectively.</description><subject>Algorithms</subject><subject>Distributed generation</subject><subject>Economics</subject><subject>Engineering</subject><subject>Humanities and Social Sciences</subject><subject>multidisciplinary</subject><subject>Networks</subject><subject>Optimization</subject><subject>Power loss</subject><subject>Reconfiguration</subject><subject>Research Article - Electrical Engineering</subject><subject>Science</subject><subject>Switching theory</subject><issn>1319-8025</issn><issn>2191-4281</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNp9kMtOwzAQRS0EEqXwAeyyZBPw2LHjLFGBglRA4rG2ktguLold7IQCX09KEEtWo9GcO9I9CB0DPgWM87MIlPIixZClALlIsx00IVBAmhEBu2gCFIpUYML20UGMK4w5iJxO0MeFjV2wVd9Z75I73W18eE0WPsbk1jrb2q_y5_Juy-TRtn3TlU77PiZ_Oa2SuXY6jNzM-6CsG5eN7V7-fj7o2jtjl_1IHqI9UzZRH_3OKXq-unyaXaeL-_nN7HyR1pRAl3LBsFFaEUEyxlk9lOUlqxjRXHGjMMsUznRRATMmNyRXucKV0YZqxoXIBZ2ik_HvOvi3XsdOtjbWumnGHhIYK3LMC0oHFEa0DkP_oI1cB9uW4VMCllvLcrQsB8tya1lmQ4aMmTiwbqmDXPk-uKHRP6Fv-NmDJg</recordid><startdate>20140601</startdate><enddate>20140601</enddate><creator>Muhtazaruddin, M. N.</creator><creator>Jamian, J. J.</creator><creator>Fujita, G.</creator><creator>Baharudin, M. A.</creator><creator>Wazir, M. W.</creator><creator>Mokhlis, H.</creator><general>Springer Berlin Heidelberg</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope></search><sort><creationdate>20140601</creationdate><title>Distribution Network Loss Minimization via Simultaneous Distributed Generation Coordination with Network Reconfiguration</title><author>Muhtazaruddin, M. N. ; Jamian, J. J. ; Fujita, G. ; Baharudin, M. A. ; Wazir, M. W. ; Mokhlis, H.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c321t-6850fded2824565c1006a5b52e6d6fd054d04e9b15ff7f27d7d0bfef3e5688783</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Algorithms</topic><topic>Distributed generation</topic><topic>Economics</topic><topic>Engineering</topic><topic>Humanities and Social Sciences</topic><topic>multidisciplinary</topic><topic>Networks</topic><topic>Optimization</topic><topic>Power loss</topic><topic>Reconfiguration</topic><topic>Research Article - Electrical Engineering</topic><topic>Science</topic><topic>Switching theory</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Muhtazaruddin, M. N.</creatorcontrib><creatorcontrib>Jamian, J. J.</creatorcontrib><creatorcontrib>Fujita, G.</creatorcontrib><creatorcontrib>Baharudin, M. A.</creatorcontrib><creatorcontrib>Wazir, M. W.</creatorcontrib><creatorcontrib>Mokhlis, H.</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><jtitle>Arabian Journal for Science and Engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Muhtazaruddin, M. N.</au><au>Jamian, J. J.</au><au>Fujita, G.</au><au>Baharudin, M. A.</au><au>Wazir, M. W.</au><au>Mokhlis, H.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Distribution Network Loss Minimization via Simultaneous Distributed Generation Coordination with Network Reconfiguration</atitle><jtitle>Arabian Journal for Science and Engineering</jtitle><stitle>Arab J Sci Eng</stitle><date>2014-06-01</date><risdate>2014</risdate><volume>39</volume><issue>6</issue><spage>4923</spage><epage>4933</epage><pages>4923-4933</pages><issn>1319-8025</issn><eissn>2191-4281</eissn><abstract>The power loss is one of the constraints to achieve a more reliable and economic distribution system. The installation of distributed generation (DG) in the existing problem is one of the available solutions; however, the random use of DGs will actually worsen the problem. Moreover, the network reconfiguration is another approach for losses reduction. This method works by controlling the tie and sectionalizes switches to change the topology of the distribution network. Nevertheless, this process must maintain the system in radial network due to protection scheme. Hence, a suitable technique is needed to tackle the DG coordination (DG output and DG location) and network reconfiguration problems. This paper presents a new hybrid optimization technique based on Artificial Bee Colony and Artificial Immune System algorithm to determine the optimal DG coordination with network reconfiguration for multiple DG simultaneously. The effectiveness of the proposed method is demonstrated on a 33-bus distribution test system and validated with various test cases. The results prove that the approach to determine DG coordination with network reconfiguration simultaneously reduces the power losses by 95.10 % from the initial power losses. Furthermore, the proposed method gives a better percentage of minimum voltage increment and improvement of stability index, which is 9.14 % and 0.0428, respectively.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s13369-014-1178-4</doi><tpages>11</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1319-8025 |
ispartof | Arabian Journal for Science and Engineering, 2014-06, Vol.39 (6), p.4923-4933 |
issn | 1319-8025 2191-4281 |
language | eng |
recordid | cdi_proquest_miscellaneous_1559706933 |
source | Springer Journals |
subjects | Algorithms Distributed generation Economics Engineering Humanities and Social Sciences multidisciplinary Networks Optimization Power loss Reconfiguration Research Article - Electrical Engineering Science Switching theory |
title | Distribution Network Loss Minimization via Simultaneous Distributed Generation Coordination with Network Reconfiguration |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-17T19%3A14%3A12IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Distribution%20Network%20Loss%20Minimization%20via%20Simultaneous%20Distributed%20Generation%20Coordination%20with%20Network%20Reconfiguration&rft.jtitle=Arabian%20Journal%20for%20Science%20and%20Engineering&rft.au=Muhtazaruddin,%20M.%20N.&rft.date=2014-06-01&rft.volume=39&rft.issue=6&rft.spage=4923&rft.epage=4933&rft.pages=4923-4933&rft.issn=1319-8025&rft.eissn=2191-4281&rft_id=info:doi/10.1007/s13369-014-1178-4&rft_dat=%3Cproquest_cross%3E1559706933%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1559706933&rft_id=info:pmid/&rfr_iscdi=true |