{"product_id":"supervised-machine-learning-in-wind-harsh-s-dhiman-9780128213537","title":"Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction","description":"\u003cp\u003e\u003ci\u003eSupervised Machine Learning in Wind Forecasting and Ramp Event Prediction\u003c\/i\u003e provides an up-to- date overview on the broad area of wind generation and forecasting, with a focus on the role and need of Machine Learning in this emerging field of knowledge. Various regression models and signal decomposition techniques are presented and analyzed, including least-square, twin support and random forest regression, all with supervised Machine Learning. The specific topics of ramp event prediction and wake interactions are addressed in this book, along with forecasted performance.\u003c\/p\u003e \u003cp\u003eWind speed forecasting has become an essential component to ensure power system security, reliability and safe operation, making this reference useful for all researchers and professionals researching renewable energy, wind energy forecasting and generation.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Harsh S. Dhiman, Dipankar Deb, Valentina Emilia Balas\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128213531\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128213537\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/31\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 216\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.65lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.46d","brand":"Harsh S. Dhiman","offers":[{"title":"Paperback","offer_id":43983649046783,"sku":"9780128213537","price":125.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e46b8e56-2016-464a-b7f8-dbbd9413e14a.jpg?v=1683267909","url":"https:\/\/www.whiterainbookhouse.com\/products\/supervised-machine-learning-in-wind-harsh-s-dhiman-9780128213537","provider":"WR Book House","version":"1.0","type":"link"}