{"product_id":"nonlinear-modeling-of-solar-radiation-luigi-fortuna-9783319387635","title":"Nonlinear Modeling of Solar Radiation and Wind Speed Time Series","description":"\u003cp\u003eThis brief is a clear, concise description of the main techniques of time series analysis --stationary, autocorrelation, mutual information, fractal and multifractal analysis, chaos analysis, etc.-- as they are applied to the influence of wind speed and solar radiation on the production of electrical energy from these renewable sources. The problem of implementing prediction models is addressed by using the embedding-phase-space approach: a powerful technique for the modeling of complex systems. Readers are also guided in applying the main machine learning techniques for classification of the patterns hidden in their time series and so will be able to perform statistical analyses that are not possible by using conventional techniques.\u003c\/p\u003e \u003cp\u003eThe conceptual exposition avoids unnecessary mathematical details and focuses on concrete examples in order to ensure a better understanding of the proposed techniques.\u003c\/p\u003e Results are well-illustrated by figures and tables.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319387634\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319387635\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/28\/2016\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 98\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.38lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.24d","brand":"Luigi Fortuna","offers":[{"title":"Paperback","offer_id":44073586163967,"sku":"9783319387635","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_43c777b5-a7ab-4b70-93b9-4bdb27a80ebb.jpg?v=1685448697","url":"https:\/\/www.whiterainbookhouse.com\/products\/nonlinear-modeling-of-solar-radiation-luigi-fortuna-9783319387635","provider":"WR Book House","version":"1.0","type":"link"}