{"id":15686,"date":"2024-04-16T12:10:00","date_gmt":"2024-04-16T12:10:00","guid":{"rendered":"https:\/\/energiseindia.in\/2023\/?p=15686"},"modified":"2024-05-06T11:07:23","modified_gmt":"2024-05-06T11:07:23","slug":"quantifying-the-demand-response-potential-of-residential-loads-in-india","status":"publish","type":"post","link":"https:\/\/energiseindia.in\/2023\/quantifying-the-demand-response-potential-of-residential-loads-in-india\/","title":{"rendered":"Quantifying the Demand Response Potential of Residential Loads in India"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15686\" class=\"elementor elementor-15686\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ea6b691 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea6b691\" data-element_type=\"section\">\n\t\t\t\t\t\t<div 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class=\"elementor-screen-only\">Next<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1598bec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1598bec\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-9fdd6eb\" data-id=\"9fdd6eb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1680553 elementor-widget elementor-widget-heading\" data-id=\"1680553\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Siddhant Vibhute <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1f9ccf elementor-widget elementor-widget-text-editor\" data-id=\"f1f9ccf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Indian Institute of Technology Bombay, Mumbai, India<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d69df87\" data-id=\"d69df87\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32038ff elementor-widget elementor-widget-heading\" data-id=\"32038ff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Deepti Shakya <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36eb15a elementor-widget elementor-widget-text-editor\" data-id=\"36eb15a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Indian Institute of Technology Bombay, Mumbai, India<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-7422cce\" data-id=\"7422cce\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3179e7 elementor-widget elementor-widget-heading\" data-id=\"e3179e7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Anupama Kowli <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5e246e elementor-widget elementor-widget-text-editor\" data-id=\"e5e246e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Indian Institute of Technology Bombay, Mumbai, India<br \/>Corresponding Author: anu.kowli@iitb.ac.in<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2724296 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2724296\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-df83f2d\" data-id=\"df83f2d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b9566a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4b9566a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-60d8592 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"60d8592\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-81e4068\" data-id=\"81e4068\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-87711ec elementor-widget elementor-widget-text-editor\" data-id=\"87711ec\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Cite this article<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f0146f3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f0146f3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-79f4967\" data-id=\"79f4967\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-08ae38c elementor-widget elementor-widget-text-editor\" data-id=\"08ae38c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\tVibhute, S., Shakya, D., Kowli, A. (2024). Quantifying the Demand Response Potential of Residential Loads in India. In Proceedings of Energise 2023- Lifestyle, Energy Efficiency, and Climate Action, pp 163\u2013172, Alliance for an Energy Efficient Economy. <a href=\"https:\/\/doi.org\/10.62576\/XEDC4346\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.62576\/XEDC4346<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b0c1b25 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b0c1b25\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3b7c5b2\" data-id=\"3b7c5b2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bbd6b5d elementor-widget elementor-widget-heading\" data-id=\"bbd6b5d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Highlights<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51c809b elementor-widget elementor-widget-text-editor\" data-id=\"51c809b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li>Smart meter data from residences in Pune City is analyzed for estimating urban residential load in India.<\/li><li>Appliance ownership data is exploited to infer electricity usage and peaks in the load curve for each household.<\/li><li>Potential of demand response (DR) programs is studied using this data set to shave peaks by load shifting.<\/li><li>Load composition of residences contributing to system peak is studied to estimate their DR potential.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-916c394 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"916c394\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e414bb8\" data-id=\"e414bb8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b4745e elementor-widget elementor-widget-heading\" data-id=\"3b4745e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-722241c elementor-widget elementor-widget-text-editor\" data-id=\"722241c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The paper investigates how residential loads in India contribute to grid peak load and how to manage such peaks. Algorithms that process smart meter data from residential loads and compute attributes that capture their contribution to the system peak are devised and demonstrated in the paper. Specifically, a distribution system is considered based on a study on households in Pune, India. To enhance the household dataset for analysis, a synthetic data generation technique is employed. The algorithms developed here are applied to this system to showcase their capabilities. Results show how simple attributes such as peak amplitude and peak duration can extract sufficient information to ensure households that contribute to system peak are appropriately identified. Moreover, these attributes offer insights into appliance ownership, supporting the development of effective DR programs. A demonstration of how shifting of individual peaks can significantly impact system peak is also provided. The results lay the foundation for designing meaningful DR programs leveraging the smart meter data.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b14a0bd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b14a0bd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-db38548\" data-id=\"db38548\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-22990f7 elementor-widget elementor-widget-heading\" data-id=\"22990f7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Keywords<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d819036 elementor-widget elementor-widget-text-editor\" data-id=\"d819036\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><em>Demand Response, Residential Loads, Peak Load Shaving, Load Shifting<\/em><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e02f560 elementor-widget elementor-widget-button\" data-id=\"e02f560\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/energiseindia.in\/2023\/wp-content\/uploads\/2024\/05\/Quantifying-the-Demand-Response-Potential-of-Residential-Loads.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-79318b2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"79318b2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-47f8ee1\" data-id=\"47f8ee1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c26dea0 elementor-widget elementor-widget-heading\" data-id=\"c26dea0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">References<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-534e48d elementor-widget elementor-widget-text-editor\" data-id=\"534e48d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ol>\n \t<li>A. Chunekar and A. Sreenivas, &#8220;Towards an understanding of residential electricity consumption in India,&#8221; Building Research &amp; Information, vol. 47, no. 1, pp. 75-90, 2019. <a href=\"https:\/\/doi.org\/10.1080\/09613218.2018.1489476\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1080\/09613218.2018.1489476<\/a><\/li>\n \t<li>C. Sasidharan, I. Bhand, V. B. Rajah, V. Ganti, S. Kumar, S. C. Sachar, S. Chaurasia, L. Goel, A. Gujral, V. Singh, and G. Srinivasan, &#8220;Roadmap for demand flexibility in India&#8221;, 2022.<\/li>\n \t<li>T. Ericson, &#8220;Direct load control of residential water heaters,&#8221; Energy Policy, vol. 37, no. 9, pp. 3502-3512, 2009. <a href=\"https:\/\/doi.org\/10.1016\/j.enpol.2009.03.063\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1016\/j.enpol.2009.03.063<\/a><\/li>\n \t<li>A. Faruqui and S. Sergici, &#8220;Household response to dynamic pricing of electricity-a survey of the empirical evidence,&#8221; Available at SSRN 1134132, 2010. <a href=\"https:\/\/doi.org\/10.2139\/ssrn.1134132\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.2139\/ssrn.1134132<\/a><\/li>\n \t<li>A. C. Duman, O. G \u00a8 on\u00a8 ul, H. S. Erden, and \u00a8 O. G \u00a8 uler, &#8220;Survey-and simulation-based analysis of residential demand response: Appliance use behavior, \u00a8 electricity tariffs, home energy management systems,&#8221; Sustainable Cities and Society, p. 104628, 2023. <a href=\"https:\/\/doi.org\/10.1016\/j.scs.2023.104628\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1016\/j.scs.2023.104628<\/a><\/li>\n \t<li>A. Srivastava, S. Van Passel, and E. 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Available: <a href=\"https:\/\/simpleghar.com\/household-appliances-power-consumption\/\" target=\"_blank\" rel=\"noopener\">https:\/\/simpleghar.com\/household-appliances-power-consumption\/<\/a><\/li>\n \t<li>A. Poulin, M. Dostie, M. Fournier, and S. Sansregret, &#8220;Load duration curve: A tool for technico-economic analysis of energy solutions,&#8221; Energy and buildings, vol. 40, no. 1, pp. 29-35, 2008. <a href=\"https:\/\/doi.org\/10.1016\/j.enbuild.2007.01.020\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1016\/j.enbuild.2007.01.020<\/a><\/li>\n<\/ol>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Siddhant Vibhute, Deepti Shakya, Anupama Kowli<br \/>\n<span>pages 144-153<\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-15686","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/posts\/15686","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/comments?post=15686"}],"version-history":[{"count":11,"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/posts\/15686\/revisions"}],"predecessor-version":[{"id":16126,"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/posts\/15686\/revisions\/16126"}],"wp:attachment":[{"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/media?parent=15686"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/categories?post=15686"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/energiseindia.in\/2023\/wp-json\/wp\/v2\/tags?post=15686"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}