{"product_id":"physics-aware-machine-learning-for-integrated-mohammadreza-daneshvar-9780443329845","title":"Physics-Aware Machine Learning for Integrated Energy Systems Management","description":"\u003ci\u003ePhysics-Aware Machine Learning for Integrated Energy Systems Management\u003c\/i\u003e, a new release in the Advances in Intelligent Energy Systems series, guides the reader through this state-of-the-art approach to computational methods, from data input and training to application opportunities in integrated energy systems. The book begins by establishing the principles, design, and needs of integrated energy systems in the modern sustainable grid before moving into assessing aspects such as sustainability, energy storage, and physical-economic models. Detailed, step-by-step procedures for utilizing a variety of physics-aware machine learning models are provided, including reinforcement learning, feature learning, and neural networks. \u003cp\u003e\u003c\/p\u003eSupporting students, researchers, and industry engineers to make renewable-integrated grids a reality, this book is a holistic introduction to an exciting new approach in energy systems management.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mohammadreza Daneshvar\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443329842\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443329845\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/19\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 458\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Mohammadreza Daneshvar","offers":[{"title":"Paperback","offer_id":47202142060799,"sku":"9780443329845","price":185.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ab1dc350-a116-488d-9b6e-b495920a8d3c.jpg?v=1756819755","url":"https:\/\/www.whiterainbookhouse.com\/products\/physics-aware-machine-learning-for-integrated-mohammadreza-daneshvar-9780443329845","provider":"WR Book House","version":"1.0","type":"link"}