{"id":66929,"date":"2026-02-17T18:24:16","date_gmt":"2026-02-17T12:54:16","guid":{"rendered":"https:\/\/www.nextias.com\/ca\/?p=66929"},"modified":"2026-02-17T18:25:18","modified_gmt":"2026-02-17T12:55:18","slug":"ai-distributed-renewable-energy","status":"publish","type":"post","link":"https:\/\/www.nextias.com\/ca\/current-affairs\/17-02-2026\/ai-distributed-renewable-energy","title":{"rendered":"AI could be Game Changer for Distributed Renewable Energy"},"content":{"rendered":"\n<p><strong>Syllabus: GS3\/Energy<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Context<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Artificial intelligence (AI)<\/strong> can be a game changer for India\u2019s <strong>rapidly expanding distributed renewable energy,<\/strong> said the Ministry of New and Renewable Energy (MNRE) at India AI Impact Summit.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Distributed Renewable Energy (DRE)<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Distributed renewable energy (DRE) <\/strong>refers to small-scale, decentralised power generation systems typically ranging from a few kilowatts to megawatts that produce electricity from renewable sources directly.\n<ul class=\"wp-block-list\">\n<li><strong>Unlike conventional centralized power plants<\/strong> that require extensive transmission infrastructure, DRE systems operate independently or connect to the local distribution network.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-dominant-color=\"d4ded9\" data-has-transparency=\"false\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/02\/image-86.png\" alt=\"distributed renewable energy (dre)\" class=\"not-transparent wp-image-66930\" style=\"--dominant-color: #d4ded9; width:305px;height:auto\" srcset=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/02\/image-86.png 1024w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/02\/image-86-300x300.png 300w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/02\/image-86-150x150.png 150w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/02\/image-86-768x768.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sources:<\/strong> rooftop solar, small wind turbines, or biomass.<\/li>\n\n\n\n<li>India has around 140 gigawatts (GW) of solar power capacity, of which DRE is about 35 GW.\n<ul class=\"wp-block-list\">\n<li>In the last 15 months, India has added close to 18 GW to DRE, both under the PM Surya Ghar and PM-KUSUM.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Advantages of DRE in India:\u00a0<\/strong>\n<ul class=\"wp-block-list\">\n<li>Rapid deployment in remote areas without waiting for grid extension.<\/li>\n\n\n\n<li>Reduced transmission and distribution losses.<\/li>\n\n\n\n<li>Enhanced energy security through diversification.<\/li>\n\n\n\n<li>Lower environmental impact compared to fossil fuels.<\/li>\n\n\n\n<li>Job creation and economic development in rural areas.<\/li>\n\n\n\n<li>Empowerment of local communities through energy ownership.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Use of AI in DRE<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Optimising Energy Systems: <\/strong>AI helps forecast solar and wind better, enabling higher renewable integration and reducing curtailment.\n<ul class=\"wp-block-list\">\n<li>AI-managed smart grids, batteries, and demand-response systems reduce energy wastage.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Efficiency in Industries: <\/strong>AI-driven optimization reduces emissions in transport (fuel routing, logistics), buildings (smart HVAC), and manufacturing (process automation).<\/li>\n\n\n\n<li><strong>Policy Framework:<\/strong> Energy Conservation Building Code &amp; National Energy Efficiency Roadmap integrate AI in renewable energy, and sustainable design.<\/li>\n\n\n\n<li><strong>Smart Real Estate:<\/strong> AI-driven solutions such as smart lighting, predictive Heating, Ventilation, and Air Conditioning (HVAC), automated building controls energy savings up to 25%.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Challenges<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Scarcity and Poor Quality:<\/strong> Limited availability of high-resolution, real-time data from rooftop solar, microgrids, and rural systems reduces the accuracy of AI forecasting and optimisation models.<\/li>\n\n\n\n<li><strong>High Initial Costs:<\/strong> Deployment of smart sensors, AI software platforms, and skilled manpower increases upfront investment, making small DRE projects less financially viable.<\/li>\n\n\n\n<li><strong>Skill and Capacity Constraints:<\/strong> Lack of trained professionals in AI\u2013energy integration, especially at the local utility and DISCOM level, limits effective implementation.<\/li>\n\n\n\n<li><strong>Cybersecurity and Interoperability Risks:<\/strong> AI-enabled DRE systems are vulnerable to cyberattacks and often face compatibility issues due to diverse hardware vendors and legacy grid infrastructure.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Key DRE Solutions Transforming India\u2019s Energy<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Rooftop Solar Systems: <\/strong>These systems range from 1-10 kW for residential installations to larger capacities for commercial and industrial users.\u00a0<\/li>\n\n\n\n<li><strong>Solar + Storage Solutions: <\/strong>Integrated solar and battery storage systems address the intermittency challenge of solar power.\u00a0<\/li>\n\n\n\n<li><strong>Solar Agricultural Pumps: <\/strong>These systems eliminate farmers\u2019 dependence on diesel pumps or unreliable grid electricity.\u00a0<\/li>\n\n\n\n<li><strong>Biomass and Small Hydro: <\/strong>Biomass gasification plants convert agricultural waste into electricity, providing a reliable baseload power source complementary to solar.\n<ul class=\"wp-block-list\">\n<li>Small hydro projects (up to 25 MW) harness flowing water in hilly regions.\u00a0<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Government Policies and Incentives Driving DRE Adoption<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PM-KUSUM Scheme: <\/strong>The Pradhan Mantri Kisan Urja Suraksha evam Utthaan Mahabhiyan (PM-KUSUM) aims to add 30.8 GW of solar capacity through:\n<ul class=\"wp-block-list\">\n<li>Component A: 10 GW of decentralized ground-mounted solar plants.<\/li>\n\n\n\n<li>Component B: Installation of 20 lakh standalone solar pumps.<\/li>\n\n\n\n<li>Component C: Solarization of 15 lakh grid-connected agricultural pumps.<\/li>\n\n\n\n<li>The scheme offers 30-90% subsidies depending on the component and beneficiary category.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Pradhan Mantri Surya Ghar Yojana: <\/strong>This scheme targets one crore households with rooftop solar installations by providing:\n<ul class=\"wp-block-list\">\n<li>Subsidy of 40% for systems up to 3 kW.<\/li>\n\n\n\n<li>Subsidy of 20% for systems between 3-10 kW.<\/li>\n\n\n\n<li>Simplified application process through national portal<\/li>\n\n\n\n<li>Low-interest loans through partner banks.<\/li>\n\n\n\n<li>The initiative aims to save households up to \u20b915,000 annually in electricity bills.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>State-Level Initiatives: <\/strong>Several states have introduced similar complementary policies.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Distributed Renewable Energy represents a transformative approach to addressing India\u2019s energy challenges.\u00a0<\/li>\n\n\n\n<li>By generating clean power close to the point of use, DRE systems enhance energy access, improve reliability, reduce environmental impact, and create economic opportunities.\u00a0<\/li>\n\n\n\n<li>The declining costs of technologies, supportive government policies, and innovative business models are accelerating DRE adoption across India.<\/li>\n<\/ul>\n\n\n\n<p><strong>Source: IE<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p><strong> Context <\/strong><\/p>\n<li class=\"ms-5\"> Artificial intelligence can optimise distributed renewable energy by improving grid management, forecasting, storage efficiency, and cost savings. <\/li>\n<p><\/p>\n<p><strong> Distributed Renewable Energy (DRE) <\/strong><\/p>\n<li class=\"ms-5\"> Distributed renewable energy (DRE) refers to small-scale, decentralised power generation systems typically ranging from a few kilowatts to megawatts that produce electricity from renewable sources directly. <\/li>\n<li class=\"ms-5\"> Unlike conventional centralized power plants that require extensive transmission infrastructure, DRE systems operate independently or connect to the local distribution network. <\/li>\n<p><a href=\" https:\/\/www.nextias.com\/ca\/current-affairs\/17-02-2026\/ai-distributed-renewable-energy \" class=\"btn btn-primary btn-sm float-end\">Read More<\/a><\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-66929","post","type-post","status-publish","format-standard","hentry","category-current-affairs"],"acf":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts\/66929","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/comments?post=66929"}],"version-history":[{"count":2,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts\/66929\/revisions"}],"predecessor-version":[{"id":66933,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts\/66929\/revisions\/66933"}],"wp:attachment":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/media?parent=66929"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/categories?post=66929"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/tags?post=66929"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}