{"product_id":"statistical-relational-artificial-intelligence-in-xueqian-fu-9780443340413","title":"Statistical Relational Artificial Intelligence in Photovoltaic Power Uncertainty Analysis","description":"\u003ci\u003eStatistical Relational Artificial Intelligence in Photovoltaic Power Uncertainty Analysis\u003c\/i\u003e addresses uncertainty issues in photovoltaic power generation while also supporting the collaborative enhancement of understanding and applying theory and methods through the integration of models, cases, and code. The book employs StaRAI to address uncertainty analysis and modeling issues at different time scales in photovoltaic power generation, including photovoltaic power prediction, probabilistic power flow, stochastic planning, and more. Chapters cover uncertainty of PV power generation from short to long time scales, including day-ahead scheduling (24 hours in advance), intraday scheduling (minute to hour rolling), and grid planning (15 years). \u003cp\u003e\u003c\/p\u003eOther sections study the impact of photovoltaic uncertainty on the power grid, offering the most classic cases of probabilistic load flow and PV stochastic planning.\u003cbr\u003eThe theoretical content of this book is not only systematic but supplemented with concrete examples and MATLAB\/Python codes. Its contents will be of interest to all those working on photovoltaic planning, power generation, power plants, and applications of AI, including researchers, advanced students, faculty engineers, R\u0026amp;D, and designers.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Xueqian Fu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443340412\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443340413\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/09\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 350\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Xueqian Fu","offers":[{"title":"Paperback","offer_id":46545897029887,"sku":"9780443340413","price":190.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_84fda47b-d98a-474d-bd8b-45cbebe66658.jpg?v=1738183641","url":"https:\/\/www.whiterainbookhouse.com\/products\/statistical-relational-artificial-intelligence-in-xueqian-fu-9780443340413","provider":"WR Book House","version":"1.0","type":"link"}