{"id":134,"date":"2020-12-08T18:03:45","date_gmt":"2020-12-08T18:03:45","guid":{"rendered":"https:\/\/blogarchive.utc.edu\/connectsmart\/?page_id=134"},"modified":"2020-12-17T20:15:18","modified_gmt":"2020-12-17T20:15:18","slug":"shailesh-wasti","status":"publish","type":"page","link":"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/","title":{"rendered":"Shailesh Wasti"},"content":{"rendered":"\n<h2 class=\"has-text-align-left wp-block-heading\"><span style=\"color:#15847f\" class=\"has-inline-color\">About <\/span><\/h2>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><span style=\"color:#15847f\" class=\"has-inline-color\"><strong>Welcome!<\/strong><\/span> I am a graduate student in the Department of Electrical Engineering at the University of Tennessee at Chattanooga. My research interest lies in the study of distributed algorithms, market design, control, and optimization of the power system, and the economics of power systems. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><ul class=\"blocks-gallery-grid\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"729\" height=\"690\" src=\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download.png\" alt=\"\" data-id=\"168\" data-full-url=\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download.png\" data-link=\"https:\/\/blogarchive.utc.edu\/connectsmart\/shailesh-wasti\/download-2\/\" class=\"wp-image-168\" srcset=\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download.png 729w, https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download-300x284.png 300w, https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download-285x270.png 285w\" sizes=\"auto, (max-width: 729px) 100vw, 729px\" \/><\/figure><\/li><\/ul><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"has-text-align-left wp-block-heading\"><span style=\"color:#15847f\" class=\"has-inline-color\">Research<\/span><\/h2>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"has-text-align-left wp-block-heading\"><a href=\"https:\/\/scholar.utc.edu\/theses\/684\/\" data-type=\"URL\" data-id=\"https:\/\/scholar.utc.edu\/theses\/684\/\"><strong>Distributed Online Algorithms for Energy Management in Smart Grids <\/strong><\/a><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/DistributedED-1-1024x636.png\" alt=\"\" class=\"wp-image-158\" width=\"401\" height=\"250\" srcset=\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/DistributedED-1-1024x636.png 1024w, https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/DistributedED-1-300x186.png 300w, https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/DistributedED-1-768x477.png 768w, https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/DistributedED-1-1536x953.png 1536w, https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/DistributedED-1-435x270.png 435w, https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/DistributedED-1.png 1716w\" sizes=\"auto, (max-width: 401px) 100vw, 401px\" \/><figcaption>Distributed approach of economic dispatch in power grid<\/figcaption><\/figure><\/div>\n\n\n\n<p class=\"has-text-align-left\"><strong>Abstract<\/strong>: The 21st-century electric power grid is transitioning from a centralized structure designed for bulk-power transfer to a distributed paradigm that integrates the variable renewable energy (VRE) resources spatially distributed across the grid. This work proposes algorithmic solutions for distributed economic dispatch based on Subgradient method and Alternating Direction Method of Multipliers (ADMM), both designed to be agnostic with any initialization vector. The proposed distributed online solutions leverage a dynamic average consensus algorithm to track the time-variant linearly coupled constraint that allows an abrupt change in power demand of the network because of the high penetration of VRE resources. The problems are modeled as discrete dynamic systems to investigate the stability and convergence of the algorithm. The update procedures are designed such that the iterates converge to the optimal solution of the original optimization problem, steered by the gain parameter corresponding to the second largest eigenvalue of the system matrix.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"has-text-align-left wp-block-heading\"><a href=\"https:\/\/arxiv.org\/pdf\/2005.09819.pdf\" data-type=\"URL\" data-id=\"https:\/\/arxiv.org\/pdf\/2005.09819.pdf\"><strong>Distributed Dynamic Economic Dispatch using Alternating Direction Method of Multipliers<\/strong><\/a><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Abstract:<\/strong> With the proliferation of distributed energy resources and the volume of data stored due to advancement in metering infrastructure, energy management in power system operation needs distributed computing. In this paper, we propose a fully distributed Alternating Direction Method of Multipliers (ADMM) algorithm to solve the distributed economic dispatch (ED) problem, where the optimization problem is fully decomposed between participating agents. In our proposed framework, each agent estimates the dual variable and the average of the total power mismatch of the network using dynamic average consensus, which replaces the dual updater in the traditional ADMM with a distributed alternative. Unlike other distributed ADMM, the proposed method does not rely on any specific assumption and captures the real-time demand change. The algorithm is validated successfully via case studies for IEEE 30-bus and 300-bus test systems with the penetration of solar photovoltaic.<\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"MIT A+B 2020-247-Distributed Dynamic Economic Dispatch...\" width=\"880\" height=\"660\" src=\"https:\/\/www.youtube.com\/embed\/brpcSsX2tXM?start=2&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"color:#15847f\" class=\"has-inline-color\">Contact<\/span><\/strong><\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>615 McCallie Ave, EMCS 108A, Chattanooga, TN 37403, USA.   <\/p>\n\n\n\n<p>                                                           <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-social-links is-layout-flex wp-block-social-links-is-layout-flex\">\n\n<li class=\"wp-social-link wp-social-link-twitter  wp-block-social-link\"><a href=\"https:\/\/twitter.com\/shaileshwasti\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M22.23,5.924c-0.736,0.326-1.527,0.547-2.357,0.646c0.847-0.508,1.498-1.312,1.804-2.27 c-0.793,0.47-1.671,0.812-2.606,0.996C18.324,4.498,17.257,4,16.077,4c-2.266,0-4.103,1.837-4.103,4.103 c0,0.322,0.036,0.635,0.106,0.935C8.67,8.867,5.647,7.234,3.623,4.751C3.27,5.357,3.067,6.062,3.067,6.814 c0,1.424,0.724,2.679,1.825,3.415c-0.673-0.021-1.305-0.206-1.859-0.513c0,0.017,0,0.034,0,0.052c0,1.988,1.414,3.647,3.292,4.023 c-0.344,0.094-0.707,0.144-1.081,0.144c-0.264,0-0.521-0.026-0.772-0.074c0.522,1.63,2.038,2.816,3.833,2.85 c-1.404,1.1-3.174,1.756-5.096,1.756c-0.331,0-0.658-0.019-0.979-0.057c1.816,1.164,3.973,1.843,6.29,1.843 c7.547,0,11.675-6.252,11.675-11.675c0-0.178-0.004-0.355-0.012-0.531C20.985,7.47,21.68,6.747,22.23,5.924z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">Twitter<\/span><\/a><\/li>\n\n\n\n<li class=\"wp-social-link wp-social-link-linkedin  wp-block-social-link\"><a href=\"https:\/\/www.linkedin.com\/in\/shailesh-wasti-aa631490\/\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">LinkedIn<\/span><\/a><\/li>\n\n\n\n<li class=\"wp-social-link wp-social-link-mail  wp-block-social-link\"><a href=\"mailto:&#115;&#104;ai&#108;&#101;s&#104;-&#119;&#097;s&#116;i&#064;&#109;ocs.&#117;&#116;c.&#101;du\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" 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c-0.909-0.62,0.069-0.608,0.069-0.608c1.004,0.071,1.532,1.03,1.532,1.03c0.891,1.529,2.341,1.089,2.91,0.833 c0.091-0.647,0.349-1.086,0.635-1.337c-2.22-0.251-4.555-1.111-4.555-4.943c0-1.091,0.39-1.984,1.03-2.682 C6.546,8.54,6.202,7.524,6.746,6.148c0,0,0.84-0.269,2.75,1.025C10.295,6.95,11.15,6.84,12,6.836 c0.85,0.004,1.705,0.114,2.504,0.336c1.909-1.294,2.748-1.025,2.748-1.025c0.546,1.376,0.202,2.394,0.1,2.646 c0.64,0.699,1.026,1.591,1.026,2.682c0,3.841-2.337,4.687-4.565,4.935c0.359,0.307,0.679,0.917,0.679,1.852 c0,1.335-0.012,2.415-0.012,2.741c0,0.269,0.18,0.579,0.688,0.481C19.138,20.161,22,16.416,22,12C22,6.477,17.523,2,12,2z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">GitHub<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-goodreads  wp-block-social-link\"><a href=\"https:\/\/www.goodreads.com\/user\/show\/23284007-shailesh-wasti\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" 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c-0.5,0.3-1,0.7-1.3,1.2C8.5,6.4,8.3,7,8.1,7.6C8,8.2,7.9,8.9,7.9,9.5c0,0.6,0.1,1.3,0.2,1.9C8.3,12,8.6,12.5,8.9,13 c0.3,0.5,0.8,0.8,1.3,1.1c0.5,0.3,1.1,0.4,1.9,0.4C12.7,14.5,13.3,14.4,13.8,14.1z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">Goodreads<\/span><\/a><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>About Welcome! I am a graduate student in the Department of Electrical Engineering at the University of Tennessee at Chattanooga. My research interest lies in the study of distributed algorithms, market design, control, and optimization of the power system, and the economics of power systems. Research Distributed Online Algorithms for Energy Management in Smart Grids&hellip; <\/p>\n<p class=\"more-link-wrap\"><span><a class=\"more-link button text\" href=\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/\"><span>Continue Reading <\/span><\/a><\/span><\/p>\n","protected":false},"author":1579,"featured_media":0,"parent":14,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"class_list":{"0":"post-134","1":"page","2":"type-page","3":"status-publish","5":"entry","6":"has-post-thumbnail"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Shailesh Wasti - ConnectSmart Research Laboratory Archive<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Shailesh Wasti - ConnectSmart Research Laboratory Archive\" \/>\n<meta property=\"og:description\" content=\"About Welcome! I am a graduate student in the Department of Electrical Engineering at the University of Tennessee at Chattanooga. My research interest lies in the study of distributed algorithms, market design, control, and optimization of the power system, and the economics of power systems. Research Distributed Online Algorithms for Energy Management in Smart Grids&hellip; Continue Reading\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/\" \/>\n<meta property=\"og:site_name\" content=\"ConnectSmart Research Laboratory Archive\" \/>\n<meta property=\"article:modified_time\" content=\"2020-12-17T20:15:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/\",\"url\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/\",\"name\":\"Shailesh Wasti - ConnectSmart Research Laboratory Archive\",\"isPartOf\":{\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download.png\",\"datePublished\":\"2020-12-08T18:03:45+00:00\",\"dateModified\":\"2020-12-17T20:15:18+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/#primaryimage\",\"url\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download.png\",\"contentUrl\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/files\/2020\/12\/download.png\",\"width\":729,\"height\":690},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"People\",\"item\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Shailesh Wasti\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/#website\",\"url\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/\",\"name\":\"ConnectSmart Research Laboratory Archive\",\"description\":\"Grid Integration of Distributed Energy Resources\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/blogarchive.utc.edu\/connectsmart\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Shailesh Wasti - ConnectSmart Research Laboratory Archive","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/blogarchive.utc.edu\/connectsmart\/people\/shailesh-wasti\/","og_locale":"en_US","og_type":"article","og_title":"Shailesh Wasti - ConnectSmart Research Laboratory Archive","og_description":"About Welcome! I am a graduate student in the Department of Electrical Engineering at the University of Tennessee at Chattanooga. My research interest lies in the study of distributed algorithms, market design, control, and optimization of the power system, and the economics of power systems. 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