{"id":778394,"date":"2023-08-16T12:37:20","date_gmt":"2023-08-16T16:37:20","guid":{"rendered":"https:\/\/www.marketnewsdesk.com\/index.php\/avangrid-pioneers-in-house-creation-of-artificial-intelligence-to-increase-reliability\/"},"modified":"2023-08-16T12:37:20","modified_gmt":"2023-08-16T16:37:20","slug":"avangrid-pioneers-in-house-creation-of-artificial-intelligence-to-increase-reliability","status":"publish","type":"post","link":"https:\/\/www.marketnewsdesk.com\/index.php\/avangrid-pioneers-in-house-creation-of-artificial-intelligence-to-increase-reliability\/","title":{"rendered":"Avangrid Pioneers In-House Creation of Artificial Intelligence to Increase Reliability"},"content":{"rendered":"<p>        <!--.bwalignc { text-align: center; list-style-position: inside }body {font:normal small Arial,Helvetica,sans-serif;color:#000;background-color:#fff;padding:24px;margin:0;} a img {border:0;} h3 {font-size:medium;color:#000;margin:0 0 1em 0; text-align:center;}-->  <\/p>\n<p class=\"bwalignc\"><b>Avangrid Pioneers In-House Creation of Artificial Intelligence to Increase Reliability<\/b><\/p>\n<p class=\"bwalignc\"><i>Machine learning models will allow CMP, NYSEG, RG&amp;E and UI to forecast grid performance ahead of severe storms, troubleshoot problems areas and pinpoint investments to increase reliability<\/i><\/p>\n<p>ORANGE, Conn.&#8211;(<a href=\"http:\/\/www.businesswire.com\">BUSINESS WIRE<\/a>)&#8211;<br \/>\nWhen describing the day-to-day work of an electric utility, \u2018<i>pushing the boundaries of technology\u2019<\/i> might not be the first descriptor that comes to mind. However, Avangrid, Inc. (NYSE: AGR), a leading sustainable energy company and member of the Iberdrola Group, is looking to change that. Avangrid has launched a Data Science and Analytics team aimed at developing unique and proprietary artificial intelligence (AI) systems that are focused on improving reliability for customers. Once complete, these machine learning models will change how the company approaches grid investments, equipment upgrades, storm forecasting and more.<\/p>\n<p>\n\u201cWe\u2019re reimagining what\u2019s possible for a utility when it comes to data science and analytics,\u201d said Pedro Azagra, Avangrid CEO. \u201cTraditionally, we\u2019ve partnered with third parties to integrate this type of cutting-edge technology into our business. Now, we have the talent in-house to create machine learning models that Avangrid will own, and as a member of the Iberdrola Group we\u2019re also collaborating with our global colleagues to lean on their experience and expertise. Owning these AI systems will allow us to continually improve them while reducing costs and increasing efficiency.\u201d<\/p>\n<p>\nAvangrid\u2019s Data Science and Analytics team sits within the Operational Performance organization and is made up of seven data scientists, engineers and analysts who come from prestigious industries like healthcare, astrophysics and finance. The team is creating three unique AI systems: Predictive Health Analytics, GeoMesh and HealthAI. Each technology will take existing data from Avangrid companies\u2019 electric grids and analyze it to forecast future performance of the grid, determine the condition of grid equipment or target at-risk locations for inspections and investment. Ultimately, this will lead to increased reliability for the 2.31 million electric customers served by Avangrid\u2019s subsidiaries, Central Maine Power, New York State Electric &amp; Gas, Rochester Gas and Electric and United Illuminating.<\/p>\n<p>\n\u201cWe\u2019re using data to answer questions that we previously thought were unanswerable,\u201d said Catherine Stempien, Avangrid Networks President and CEO. \u201cUtilities are no longer just a poles and wires business\u2014we\u2019re paving the way for the future of grid management and reliability. By creating and owning these AI systems, we\u2019re taking greater control over the care of our network, customers and communities. Our top priority will always be the day-to-day power reliability for our customers, so we\u2019re very excited to roll out these machine learning models for their benefit.\u201d<\/p>\n<p><b>Predictive Health Analytics<\/b><\/p>\n<p>\nThis project takes a proactive approach to determine the condition of substation equipment such as circuit breakers, which are like fuses at your house, and uses data to prioritize planned replacements and upgrades. Traditionally, equipment is replaced primarily based on age or if it malfunctions and causes an outage. Predictive Health Analytics will take a proactive, data-driven approach to determine equipment\u2019s overall health and life expectancy based on numerous factors, including age, frequency of use, manufacturer and maintenance notifications. This means Avangrid will save money and help reduce outages for customers by replacing at-risk equipment, such as circuit breakers, before it causes an outage.<\/p>\n<p><b>GeoMesh<\/b><\/p>\n<p>\nThis project maps Avangrid\u2019s service areas to identify the strengths and weakness of its electric networks to help forecast its performance during both blue-sky and storm scenarios. The goal is to improve understanding about how the electric grid is performing under various weather conditions so that Avangrid\u2019s companies can better plan upgrades, storm response and more.<\/p>\n<p>\nTo accomplish this, GeoMesh breaks Avangrid\u2019s service areas into small sections to allow the company to focus on one specific region at a time. For the chosen selection, GeoMesh makes predictions by analyzing millions of data points, such as average wind speed, precipitation type and amount, outage history and reason, population and density of tree limbs and other vegetation. All of this lets Avangrid make informed, data-based decisions on things like where and what upgrades are most needed or which customers are most likely to be impacted by a storm.<\/p>\n<p>\n\u201cWe want to understand at a local-level where our grid is most susceptible to the impacts of extreme weather like heavy, wet snow or heat waves,\u201d said Mark Waclawiak, Senior Manager of Operational Performance at Avangrid. \u201cAnalyzing historical weather and reliability data can help give us that insight. Once we do this, we can tailor our grid investments to harden our grid and offset the impacts of ever intensifying storms due to climate change.\u201d<\/p>\n<p><b>HealthAI<\/b><\/p>\n<p>\nThis project analyzes Avangrid\u2019s existing millions of high-resolution photos of its street-level distribution system\u2014poles, wires and grid equipment\u2014to identify the assets in the photos and, eventually, catalogue their health. This increases Avangrid\u2019s awareness of the condition of its grid equipment and helps to identify areas of concern. HealthAI will save Avangrid time and money by targeting at-risk locations for inspections and maintenance. It will also improve reliability for customers by reducing outages and improve safety for lineworkers by giving them more information before they arrive on scene.<\/p>\n<p>\nCurrently, Avangrid is training the AI system to correctly identify grid equipment in photos, such as cross arms, transformers or wire. Next, the AI system will learn to analyze and determine the health of that equipment. For instance, it will identify if the cross arm is broken or if the wire is sagging. Right now, Avangrid learns of these equipment damages or failures from customer reports, manual inspections or outages. HealthAI will make it an automatic and proactive process to make adjustments before the customer is impacted. Long term, Avangrid aims to also use HealthAI to also identify threats to its distribution network such as hanging tree limbs or dead trees that may fall onto company electric lines.<\/p>\n<p><b>About Avangrid:<\/b> Avangrid, Inc. (NYSE: AGR) aspires to be the leading sustainable energy company in the United States. Headquartered in Orange, CT with approximately $41 billion in assets and operations in 24 U.S. states, Avangrid has two primary lines of business: networks and renewables. Through its networks business, Avangrid owns and operates eight electric and natural gas utilities, serving more than 3.3 million customers in New York and New England. Through its renewables business, Avangrid owns and operates a portfolio of renewable energy generation facilities across the United States. Avangrid employs more than 7,500 people and has been recognized by JUST Capital in 2021, 2022 and 2023 as one of the JUST 100 companies \u2013 a ranking of America\u2019s best corporate citizens. In 2023, Avangrid ranked first within the utility sector for its commitment to the environment. The company supports the U.N.\u2019s Sustainable Development Goals and was named among the World\u2019s Most Ethical Companies in 2023 for the fifth consecutive year by the Ethisphere Institute. Avangrid is a member of the group of companies controlled by Iberdrola, S.A. For more information, visit <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.avangrid.com&amp;esheet=53539179&amp;newsitemid=20230816025184&amp;lan=en-US&amp;anchor=www.avangrid.com&amp;index=1&amp;md5=2fbce04ff0e0488890fb04301264a4be\">www.avangrid.com<\/a>.<\/p>\n<p><img decoding=\"async\" alt=\"\" src=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20230816025184r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\" style=\"width:0;height:0\" \/><span class=\"bwct31415\" \/><\/p>\n<p id=\"mmgallerylink\"><span id=\"mmgallerylink-phrase\">View source version on businesswire.com: <\/span><span id=\"mmgallerylink-link\"><a href=\"https:\/\/www.businesswire.com\/news\/home\/20230816025184\/en\/\" rel=\"nofollow\">https:\/\/www.businesswire.com\/news\/home\/20230816025184\/en\/<\/a><\/span><\/p>\n<p><b>Media Contact:<br \/>\n<\/b><br \/>Sarah Warren<br \/>\n<br \/><a rel=\"nofollow\" href=\"mailto:sarah.warren@avangrid.com\">sarah.warren@avangrid.com<br \/>\n<\/a><br \/>585-794-9253<\/p>\n<p><b>KEYWORDS:<\/b> United States North America Connecticut<\/p>\n<p><b>INDUSTRY KEYWORDS:<\/b> Technology Other Energy Utilities Oil\/Gas Health Technology Alternative Energy Energy Health Artificial Intelligence<\/p>\n<p><b>MEDIA:<\/b><\/p>\n<table cellpadding=\"3\" cellspacing=\"3\">\n<tr>\n<td><font face=\"Arial\" size=\"2\"><b>Logo<\/b><\/font><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/mms.businesswire.com\/media\/20230816025184\/en\/1806970\/3\/New_Brand_Avangrid_Logo_5.31.jpg\" alt=\"Logo\" \/><\/td>\n<\/tr>\n<tr>\n<td><font face=\"Arial\" size=\"2\"><\/font><\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Avangrid Pioneers In-House Creation of Artificial Intelligence to Increase Reliability Machine learning models will allow CMP, NYSEG, RG&amp;E and UI to forecast grid performance ahead of severe storms, troubleshoot problems areas and pinpoint investments to increase reliability ORANGE, Conn.&#8211;(BUSINESS WIRE)&#8211; When describing the day-to-day work of an electric utility, \u2018pushing the boundaries of technology\u2019 might not be the first descriptor that comes to mind. However, Avangrid, Inc. (NYSE: AGR), a leading sustainable energy company and member of the Iberdrola Group, is looking to change that. Avangrid has launched a Data Science and Analytics team aimed at developing unique and proprietary artificial intelligence (AI) systems that are focused on improving reliability for customers. Once complete, these machine learning models will change &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.marketnewsdesk.com\/index.php\/avangrid-pioneers-in-house-creation-of-artificial-intelligence-to-increase-reliability\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Avangrid Pioneers In-House Creation of Artificial Intelligence to Increase Reliability&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-778394","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Avangrid Pioneers In-House Creation of Artificial Intelligence to Increase Reliability - Market Newsdesk<\/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.marketnewsdesk.com\/index.php\/avangrid-pioneers-in-house-creation-of-artificial-intelligence-to-increase-reliability\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Avangrid Pioneers In-House Creation of Artificial Intelligence to Increase Reliability - Market Newsdesk\" \/>\n<meta property=\"og:description\" content=\"Avangrid Pioneers In-House Creation of Artificial Intelligence to Increase Reliability Machine learning models will allow CMP, NYSEG, RG&amp;E and UI to forecast grid performance ahead of severe storms, troubleshoot problems areas and pinpoint investments to increase reliability ORANGE, Conn.&#8211;(BUSINESS WIRE)&#8211; When describing the day-to-day work of an electric utility, \u2018pushing the boundaries of technology\u2019 might not be the first descriptor that comes to mind. However, Avangrid, Inc. (NYSE: AGR), a leading sustainable energy company and member of the Iberdrola Group, is looking to change that. Avangrid has launched a Data Science and Analytics team aimed at developing unique and proprietary artificial intelligence (AI) systems that are focused on improving reliability for customers. 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However, Avangrid, Inc. (NYSE: AGR), a leading sustainable energy company and member of the Iberdrola Group, is looking to change that. Avangrid has launched a Data Science and Analytics team aimed at developing unique and proprietary artificial intelligence (AI) systems that are focused on improving reliability for customers. 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