{"id":12881,"date":"2021-01-01T00:00:00","date_gmt":"2021-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/?p=12881"},"modified":"2023-05-26T08:04:03","modified_gmt":"2023-05-26T15:04:03","slug":"data-driven-anomaly-detection-for-rural-solar-pv-systems","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2021\/data-driven-anomaly-detection-for-rural-solar-pv-systems\/","title":{"rendered":"Data-Driven Anomaly Detection for Rural Solar-PV Systems"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Mee Panyar<\/span> <span class=\"project-dept-year\">Engineering\/Global, 2020\u201321<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Natasha Allen &#8217;16, Sierra Fan, Trevor Apple &#8217;13<br \/>\n<strong>Advisor(s):<\/strong> Angie Lee<br \/>\n<strong>Students(s):<\/strong> Hunter Whaples (TL-S), Martha Gao (TL-F) , G Missaka, Marz Barnes, Anuragini Arora (S), Ingrid Tsang (S)<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Mee Panyar is a start-up social enterprise in Myanmar that is pioneering community-based management models for operating and maintaining rural solar mini-grids. Modern mini-grid installations include a suite of sensors that may be monitored in real-time. However, rural technicians rarely oversee such monitoring, increasing the chance of system failure. The HMC Clinic Team has designed a suite of statistical and machine learning models that will be used to identify anomalous behavior and flag components for maintenance operations.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Mee Panyar Engineering\/Global, 2020\u201321 Liaison(s): Natasha Allen &#8217;16, Sierra Fan, Trevor Apple &#8217;13 Advisor(s): Angie Lee Students(s): Hunter Whaples (TL-S), [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[657,164,659,186,706],"tags":[643],"class_list":["post-12881","post","type-post","status-publish","format-standard","hentry","category-admin","category-engineering","category-entrepreneurship","category-global","category-social-justice","tag-mee-panyar"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12881","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12881"}],"version-history":[{"count":2,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12881\/revisions"}],"predecessor-version":[{"id":12959,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12881\/revisions\/12959"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12881"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12881"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12881"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}