{"product_id":"statistical-process-monitoring-using-advanced-fouzi-harrou-9780128193655","title":"Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches: Theory and Practical Applications","description":"\u003ci\u003eStatistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches\u003c\/i\u003e tackles multivariate challenges in process monitoring by merging the advantages of univariate and traditional multivariate techniques to enhance their performance and widen their practical applicability. The book proceeds with merging the desirable properties of shallow learning approaches - such as a one-class support vector machine and k-nearest neighbours and unsupervised deep learning approaches - to develop more sophisticated and efficient monitoring techniques. \u003cp\u003eFinally, the developed approaches are applied to monitor many processes, such as waste-water treatment plants, detection of obstacles in driving environments for autonomous robots and vehicles, robot swarm, chemical processes (continuous stirred tank reactor, plug flow rector, and distillation columns), ozone pollution, road traffic congestion, and solar photovoltaic systems.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Fouzi Harrou, Ying Sun, Amanda S. Hering\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128193654\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128193655\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/04\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 328\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.97lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.69d","brand":"Fouzi Harrou","offers":[{"title":"Paperback","offer_id":43942458458367,"sku":"9780128193655","price":150.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_d17ec8aa-02fb-4446-b672-d76f94aa4e61.jpg?v=1681492508","url":"https:\/\/www.whiterainbookhouse.com\/products\/statistical-process-monitoring-using-advanced-fouzi-harrou-9780128193655","provider":"WR Book House","version":"1.0","type":"link"}