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In this paper, WTs are studied through hybrid systems framework. Hybrid models of WT are extracted with representable dynamics from nonlinear complex design code. The WT model is formulated into a mixed-logical dynamical model (MLD) and a piecewise affine (PWA) model. Then, a receding horizon control strategy is applied to WT hybrid model resulting in a hybrid model predictive control (HMPC) with mixed-integer programming (MIP) problem. The performance of the proposed controller is compared against the baseline controller within a simulation environment for the National Renewable Energy Laboratory (NREL) 5MW benchmark WT as a case study. The analysis and investigation of HMPC highlight its capability as a potential tool for exploiting the control objectives of WT systems. <\/jats:p>","DOI":"10.1177\/0142331219895117","type":"journal-article","created":{"date-parts":[[2020,1,16]],"date-time":"2020-01-16T06:00:08Z","timestamp":1579154408000},"page":"1724-1739","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":9,"title":["Hybrid modelling and predictive control of utility-scale variable-speed variable-pitch wind turbines"],"prefix":"10.1177","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8042-0253","authenticated-orcid":false,"given":"Mohammed","family":"Moness","sequence":"first","affiliation":[{"name":"Computers and Systems Engineering Department, Faculty of Engineering, Minia University, Egypt"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8745-6881","authenticated-orcid":false,"given":"Ahmed 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