{"id":657512,"date":"2025-03-17T17:10:13","date_gmt":"2025-03-17T14:10:13","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/palmetto-wants-software-developers-to-electrify-america-using-its-ai-building-models\/"},"modified":"2025-03-17T17:10:13","modified_gmt":"2025-03-17T14:10:13","slug":"palmetto-wants-software-developers-to-electrify-america-using-its-ai-building-models","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/palmetto-wants-software-developers-to-electrify-america-using-its-ai-building-models\/","title":{"rendered":"#Palmetto wants software developers to electrify America using its AI building models"},"content":{"rendered":"
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For someone who wants solar panels, the question is often: \u201cHow many?\u201d And for a heat pump, it\u2019s \u201chow big?\u201d Answering those questions typically requires a contractor to set foot on your property.\u00a0<\/p>\n

Yet over the last decade, solar installers have trimmed that time consuming process considerably. Some, like Tesla, have eliminated it entirely. The secret is software \u2014 which, when coupled with a range of data sources, allows installers to model exactly how many panels a house will need.\u00a0<\/p>\n

Like many other solar installers, Palmetto<\/a> has its own internal tool to assess potential projects, which is built on software it acquired when it bought Mapdwell<\/a>, a solar mapp<\/a>ing startup.<\/p>\n

But as growth has slowed in the market for residential solar, the company has begun to tackle other electrification projects, including backup batteries and heat pumps. Developing software for those products, which live inside the home where satellite imagery can\u2019t reach, is trickier.<\/p>\n

So Palmetto started gathering data to develop a virtual view of every residential building in the United States. Palmetto\u2019s president of energy intelligence Michael Bratsafolis told TechCrunch that the company is \u201cbasically simulating digital twins of the entire US residential building stock.\u201d<\/p>\n

The company\u2019s tool relies on public and private data. Where it doesn\u2019t have exact information, its AI uses clues to infer what might be lurking in the walls. For example, a house built in the 1950s likely used 2\u00d74 lumber for the exterior walls, limiting the amount of insulation that can fit inside.<\/p>\n

\"Palmetto's
Palmetto developed a demo to showcase some of the functionality the API can give developers access to.<\/span>Image Credits:<\/strong>Palmetto<\/span><\/figcaption><\/figure>\n

\u201cThis technology<\/a> can break the home down into like 60 plus different characteristics and attributes,\u201d Bratsafolis said.<\/p>\n

To validate the models, Palmetto can turn to the data it has already gathered on homes that have bought or are leasing solar panels from the company.\u00a0<\/p>\n

\u201cThat allows us to anonymize and use the real information and data about a home to compare how the model is performing and help train the model further,\u201d he said.<\/p>\n

Palmetto has also decided to open the tool<\/a> to outside developers, a move that Bratsafolis said was inspired by his time at Twilio.<\/p>\n

\u201cI came from that developer motion, the micro-service approach to providing API building blocks to kind of empower partners and developers,\u201d he said.\u00a0<\/p>\n

Developers get 500 calls free every month, and after that it\u2019s five cents per call. For bigger customers, Bratsafolis said the company is open to negotiating special pricing.<\/p>\n

Bratsifolis said he hopes developers will build tools that speed electrification of US building stock, and Palmetto will get some early clues about where the market is headed: \u201cYou just don\u2019t necessarily know what the use cases could be. And with an API product, you get incredible insight into the demand and the market.\u201d<\/p>\n<\/div>\n

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If you want to read more like this article, you can visit our Technology<\/a><\/span> category.<\/strong><\/p>\n<\/blockquote>\n

Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

For someone who wants solar panels, the question is often: \u201cHow many?\u201d And for a heat pump, it\u2019s \u201chow big?\u201d Answering those questions typically requires a contractor to set foot on your property.\u00a0 Yet over the last decade, solar installers have trimmed that time consuming process considerably. Some, like Tesla, have eliminated it entirely. The…<\/p>\n","protected":false},"author":1,"featured_media":657513,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/05\/suburban-housing-aerial-view.jpg?resize=1200,798","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[90986,154944,77143,132843,154278,154945,61594,136192],"class_list":["post-657512","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-api","tag-apis","tag-climate","tag-construction-industry","tag-construction-tech","tag-electrification","tag-exclusive","tag-palmetto"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/657512","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=657512"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/657512\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/657513"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=657512"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=657512"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=657512"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}