{"id":3164,"date":"2023-10-19T11:48:54","date_gmt":"2023-10-19T06:48:54","guid":{"rendered":"http:\/\/vestnik.polytech.tj\/?p=3164"},"modified":"2023-10-19T11:51:13","modified_gmt":"2023-10-19T06:51:13","slug":"formation-of-the-optimal-structure-of-distributed-genera-tion-sources-in-the-regional-power-system","status":"publish","type":"post","link":"https:\/\/vestnik.polytech.tj\/?p=3164&lang=en","title":{"rendered":"FORMATION OF THE OPTIMAL STRUCTURE OF DISTRIBUTED GENERA-TION  SOURCES IN THE REGIONAL POWER SYSTEM"},"content":{"rendered":"<p><!--vcv no format--><!-- vcwb\/dynamicElementComment:2156283e --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-2156283e\" data-vce-do-apply=\"all el-2156283e\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:dfc8c731 --><\/p>\n<div class=\"vce-col vce-col--md-78p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-dfc8c731\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-dfc8c731\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-dfc8c731\"><!-- vcwb\/dynamicElementComment:e8630dfb --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-e8630dfb\" data-vce-do-apply=\"all el-e8630dfb\">\n<p><strong><span style=\"font-size: 14pt;\">Authors<\/span><\/strong><\/p>\n<p><strong>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<\/strong><\/p>\n<p><strong>&nbsp; &nbsp; Toshkhodzhaeva M.I. &#8212; <\/strong><em>candidate of technical sciences, Associate Professor, <\/em><em>Department of Power Supply and Automation, Polytechnic Institute of Tajik Technical <\/em><em>University, Khujand, Republic of Tajikistan, <u>shukrona14<\/u><\/em><em><u>_<\/u><\/em><em><u>01<\/u><\/em><em><u>_<\/u><\/em><em><u>2011@mail.ru<\/u><\/em><\/p>\n<p><strong>&nbsp; &nbsp;Komilova M.Y. &#8212; <\/strong><em>Senior Lecturer, Department of Electrical Engineering and Automation, <\/em><em>Polytechnic institute of the Tajik Technical University, Khujand, Republic of Tajikistan, <\/em><u><a href=\"mailto:komilova_m49@mail.ru\"><em>komilova_m49@mail.ru<\/em><\/a><\/u><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>Annotation<\/strong><\/span><\/p>\n<p><em>&nbsp; &nbsp; &nbsp; &nbsp; The article deals with the problems of implementing distributed generation systems depending on their geographical location, natural features, terrain, availability of natural resources, etc. The features of implementing distributed generation systems are considered, taking into account the territorial location of objects and various criteria. A mathematical model for choosing the optimal structure of sources of distributed generation has been constructed. The paper uses the method of expert analysis to assess the correct choice of sources of distributed generation, taking into account operational, economic criteria, as well as taking into account the criteria for the quality of electricity. For the regional power system, analyzes of current loads, voltage losses, active and reactive power flows were carried out before and after the introduction of distributed generation systems. At the same time, operational, economic and other criteria are taken into account as complex indicators that reflect the characteristics of the region. It is concluded that when choosing the optimal structure of distributed generation sources, it is necessary to take into account the geographical location of the area, the features of the power supply system, the natural and climatic characteristics of the area, the presence of natural deposits. After that, it is recommended to conduct a feasibility study of the selected option in order to determine the economic costs for the construction and operation of distributed generation sources<\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong><em>Key words<\/em><\/strong><\/span><\/p>\n<p><em> power supply system, sources of distributed generation, criteria, analysis, algorithm, selection, expert analysis.<\/em><\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:e8630dfb --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:dfc8c731 --><!-- vcwb\/dynamicElementComment:7bc26e35 --><\/p>\n<div class=\"vce-col vce-col--md-22p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last\" id=\"el-7bc26e35\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-7bc26e35\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-7bc26e35\"><!-- vcwb\/dynamicElementComment:a87f3902 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-a87f3902\" data-vce-do-apply=\"all el-a87f3902\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\">Language<\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">english<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:a87f3902 --><!-- vcwb\/dynamicElementComment:beda816b --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-beda816b\" data-vce-do-apply=\"all el-beda816b\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\">Type<\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">technical<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:beda816b --><!-- vcwb\/dynamicElementComment:c9ec7176 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-c9ec7176\" data-vce-do-apply=\"all el-c9ec7176\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\">Year<\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">2023<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:c9ec7176 --><!-- vcwb\/dynamicElementComment:b65b8dc8 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-b65b8dc8\" data-vce-do-apply=\"all el-b65b8dc8\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\">Page<\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400;\">32<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:b65b8dc8 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:7bc26e35 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:2156283e --><!-- vcwb\/dynamicElementComment:31e1553c --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-31e1553c\" data-vce-do-apply=\"all el-31e1553c\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:898a01b3 --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-898a01b3\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-898a01b3\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-898a01b3\"><!-- vcwb\/dynamicElementComment:f3cdcf74 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-f3cdcf74\" data-vce-do-apply=\"all el-f3cdcf74\">\n<p><span style=\"font-size: 14pt;\"><strong>References<\/strong><\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li><em>Varganova A.V. O metodakh optimizatsii rezhimov raboty elektroenergeticheskikh sistem i setey \/\/Vestnik Yuzhno-ural&#8217;skogo gosudarstvennogo universiteta. Seriya: energetika. \u2013 2017. \u2013 T. 17. \u2013 \u2116. 3. <\/em><\/li>\n<li><em>Dzyuba A.P., Solov&#8217;yeva I.A. Integratsiya sistem upravleniya sprosom na elektroenergiyu i gaz s maloy raspredelennoy generatsiyey promyshlennogo predpriyatiya \/\/Vestnik Tomskogo gosudarstvennogo universiteta. Ekonomika. \u2013 2019. \u2013 \u2116. 45.<\/em><\/li>\n<li><em>Kosarev B.A. i dr. Optimizatsiya funktsionirovaniya elektrotekhnicheskoy sistemy s raspredelennoy generatsiyey \/\/Aktual&#8217;nyye voprosy energetiki. \u2013 2019. \u2013 \u2116. 1. \u2013 <\/em><em>\u0420<\/em><em>. 99-103. <\/em><\/li>\n<li><em>Koshchuk G.A. i dr. 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Modernizatsiya sistem elektrosnabzheniya sel&#8217;skikh potrebiteley putem vnedreniya raspredelennoy generatsii \/\/Agroinzheneriya. \u2013 2018. \u2013 \u2116. 5 (87). <\/em><\/li>\n<li><em>Shumanskiy E.K., Bulatov YU.N. Perspektivy primeneniya mul&#8217;tiagentnogo upravleniya v sistemakh elektrosnabzheniya c ustanovkami raspredelennoy generatsii \/\/Intellektual&#8217;nyye energosistemy: trudy V Mezhdunarodnogo molodozhnogo foruma, 9-13 oktyabrya 2017 g., g. Tomsk. T. 2.\u2014Tomsk, 2017. \u2013 2017. \u2013 T. 2. \u2013 <\/em><em>\u0420<\/em><em>. 278-281.<\/em><\/li>\n<li><em>Bhadoria V.S., Pal N.S., Shrivastava V. Artificial immune system based approach for size and location optimization of distributed generation in distribution system \/\/International Journal of System Assurance Engineering and Management. \u2013 2019. \u2013 \u0422. 10. \u2013 \u2116. 3. \u2013 <\/em><em>\u0420<\/em><em>. 339-349.<\/em><\/li>\n<li><em>Hernandez M. et al. Simulation-based validation for voltage optimization with distributed generation \/\/2017 IEEE Power &amp; Energy Society General Meeting. \u2013 IEEE, 2017. \u2013 <\/em><em>\u0420<\/em><em>. 1-5.<\/em><\/li>\n<li><em>Hossain E. et al. Analysis and mitigation of power quality issues in distributed generation systems using custom power devices \/\/Ieee Access. \u2013 2018. \u2013 \u0422. 6. \u2013 <\/em><em>\u0420<\/em><em>. 16816-16833.<\/em><\/li>\n<li><em>Lwin M. et al. Protective device and switch allocation for reliability optimization with distributed generators \/\/IEEE Transactions on Sustainable Energy. \u2013 2018. \u2013 \u0422. 10. \u2013 \u2116. 1. \u2013 <\/em><em>\u0420<\/em><em>. 449-458.<\/em><\/li>\n<li><em>Singh B., Sharma J. A review on distributed generation planning \/\/Renewable and Sustainable Energy Reviews. \u2013 2017. \u2013 \u0422. 76. \u2013 <\/em><em>\u0420<\/em><em>. 529-544.<\/em><\/li>\n<li><em>Xiong X. et al. Risk-based multi-objective optimization of distributed generation based on GPSO-BFA algorithm \/\/IEEE Access. \u2013 2019. \u2013 \u0422. 7. \u2013 \u0421. 30563-30572.<\/em><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:f3cdcf74 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:898a01b3 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:31e1553c --><!-- vcwb\/dynamicElementComment:456d9b67 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-456d9b67\" data-vce-do-apply=\"all el-456d9b67\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:6330ce0c --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-6330ce0c\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-6330ce0c\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-6330ce0c\"><!-- vcwb\/dynamicElementComment:af442933 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-af442933\" data-vce-do-apply=\"all el-af442933\">\n<h2><strong><span style=\"font-size: 14pt;\">Publication date<\/span><\/strong><\/h2>\n<p>2023-10-19<\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:af442933 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:6330ce0c --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:456d9b67 --><!--vcv no format--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Authors &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Toshkhodzhaeva M.I. &#8212; candidate of technical sciences, Associate Professor, Department of Power Supply and Automation, Polytechnic Institute of Tajik Technical University, Khujand, Republic of Tajikistan, shukrona14_01_2011@mail.ru &nbsp; &nbsp;Komilova M.Y. &#8212; Senior Lecturer, Department of Electrical Engineering and Automation, Polytechnic institute of the Tajik Technical University, Khujand, Republic of Tajikistan, komilova_m49@mail.ru Annotation &nbsp; &nbsp; &nbsp; &nbsp; The article deals with the problems of implementing distributed generation systems depending on their geographical location, natural features, terrain, availability of natural resources, etc. The features of&hellip;<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[161],"tags":[382],"class_list":["post-3164","post","type-post","status-publish","format-standard","hentry","category-bulletin-of-pittu-2022","tag-bulletin-of-pittu-2022-2"],"acf":[],"featured_image_src":null,"author_info":{"display_name":"Ilhomjon Qodirov","author_link":"https:\/\/vestnik.polytech.tj\/?author=3"},"_links":{"self":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3164","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3164"}],"version-history":[{"count":2,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3164\/revisions"}],"predecessor-version":[{"id":3166,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3164\/revisions\/3166"}],"wp:attachment":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3164"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3164"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}