{"product_id":"machine-learning-and-data-science-patrick-bangert-9780128197424","title":"Machine Learning and Data Science in the Power Generation Industry: Best Practices, Tools, and Case Studies","description":"\u003ci\u003eMachine Learning and Data Science in the Power Generation Industry\u003c\/i\u003e explores current best practices and quantifies the value-add in developing data-oriented computational programs in the power industry, with a particular focus on thoughtfully chosen real-world case studies. It provides a set of realistic pathways for organizations seeking to develop machine learning methods, with a discussion on data selection and curation as well as organizational implementation in terms of staffing and continuing operationalization. It articulates a body of case study-driven best practices, including renewable energy sources, the smart grid, and the finances around spot markets, and forecasting.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Patrick Bangert\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128197420\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128197424\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/18\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 274\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.06lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.58d","brand":"Patrick Bangert","offers":[{"title":"Paperback","offer_id":48135938736383,"sku":"9780128197424","price":140.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_59b9c51b-5628-4825-a7f9-c8e36355e4f7.jpg?v=1770159439","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-and-data-science-patrick-bangert-9780128197424","provider":"WR Book House","version":"1.0","type":"link"}