{"product_id":"machine-learning-and-data-analysis-tianyi-zhao-9780443289538","title":"Machine Learning and Data Analysis for Energy Efficiency in Buildings: Intelligent Operation, Maintenance, and Optimization of Building Energy Systems","description":"\u003ci\u003eMachine Learning and Data Analysis for Energy Efficiency in Buildings: Intelligent Operation, Maintenance, and Optimization of Building Energy Systems\u003c\/i\u003e introduces data basics, from selecting and evaluating data to the identification and repair of abnormalities. Other sections cover data mining applied to energy forecasting, including long- and short-term predictions, the introduction of occupant-focused behavior analysis, and current methods for supply and demand applications. Case studies are included in each part to assist in evaluation and implementation of these techniques across building energy systems. \u003cp\u003e\u003c\/p\u003eWorking from the fundamentals of big data analysis to a complete method for building energy assessment, flexibility, and management, this book provides students, researchers, and professionals with an essential, cutting-edge resource on this important technology.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Tianyi Zhao, Chengyu Zhang, Ben Jiang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443289530\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443289538\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/26\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 250\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Tianyi Zhao","offers":[{"title":"Paperback","offer_id":47202140586239,"sku":"9780443289538","price":185.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_8786a30d-182f-45c2-a6b7-c173966add36.jpg?v=1756819752","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-and-data-analysis-tianyi-zhao-9780443289538","provider":"WR Book House","version":"1.0","type":"link"}