Building Virtual Power Plants: Incentives and Automation for Demand-Side | Shefali Khanna - Grantham Research Institute on climate change and the environment<\/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:\/\/www.lse.ac.uk\/granthaminstitute\/events\/shefali-khanna-grantham-workshop\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Building Virtual Power Plants: Incentives and Automation for Demand-Side | Shefali Khanna - Grantham Research Institute on climate change and the environment\" \/>\n<meta property=\"og:description\" content=\"Dr Shefali Khanna will be presenting a paper at the Grantham Workshop event: ‘Building Virtual Power Plants: Incentives and Automation...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.lse.ac.uk\/granthaminstitute\/events\/shefali-khanna-grantham-workshop\/\" \/>\n<meta property=\"og:site_name\" content=\"Grantham Research Institute on climate change and the environment\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-05T16:36:20+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated 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:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/events\\\/shefali-khanna-grantham-workshop\\\/\",\"url\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/events\\\/shefali-khanna-grantham-workshop\\\/\",\"name\":\"Building Virtual Power Plants: Incentives and Automation for Demand-Side | Shefali Khanna - 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{"id":75107,"date":"2024-09-25T11:49:40","date_gmt":"2024-09-25T10:49:40","guid":{"rendered":"https:\/\/www.lse.ac.uk\/granthaminstitute\/?post_type=event&p=75107"},"modified":"2025-02-05T16:36:20","modified_gmt":"2025-02-05T16:36:20","slug":"shefali-khanna-grantham-workshop","status":"publish","type":"event","link":"https:\/\/www.lse.ac.uk\/granthaminstitute\/events\/shefali-khanna-grantham-workshop\/","title":{"rendered":"Building Virtual Power Plants: Incentives and Automation for Demand-Side | Shefali Khanna"},"content":{"rendered":"\n

Dr Shefali Khanna will be presenting a paper at the Grantham Workshop event: ‘Building Virtual Power Plants: Incentives and Automation for Demand-Side Flexibility’.<\/p>\n\n\n\n

Abstract<\/strong><\/p>\n\n\n\n

Addressing renewable energy intermittency while meeting net zero emissions targets will require achieving flexibility in electricity demand. In a randomized control trial, we offer urban Indian households simple Wi-Fi-enabled smart switches that control an appliance. We trigger automated switch-off events rewarding participants per unit of electricity they avoid consuming during the event. Using data from over 1,000 users, we find that switch-off events lead to a 60% reduction in appliance-level electricity usage and an 8.5% reduction in household-level electricity use during the event, with the load reduction effect being higher in hours that experience peak electricity demand. A comparison of household and device-level electricity consumption measurements indicates no evidence of leakage, where users might shift their electricity usage to other appliances not linked to the smart device. We find no evidence of load shifting effects on average implying that switch-off events reduce total consumption. Using new estimates of marginal emission factors as well as high-resolution generation cost data, we find that optimally timed and automated switch-offs could lead to meaningful emission reductions at low or even negative cost. <\/p>\n\n\n\n

Grantham Workshops are only open to LSE researchers and alumni. If you wish to attend the workshop in person or online please sign up to our workshop mailing list<\/a><\/strong>.<\/a><\/p>\n\n","protected":false},"excerpt":{"rendered":"\n