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A rotor speed predictive control algorithm has been designed to control the angular speed of the machine in order to allow the wind energy conversion system to operate with maximum power extraction. The generator torque and uncertainties are estimated and injected into the control law to improve the tracking performance. Control action is carried out assuming that all the states are known by measurement. Then, a state observer is implemented and Lyapunov method is used to prove the global stability of the complete continuous control scheme. Simulation is carried out to verify the performance of the proposed control system.<\/jats:p>","DOI":"10.1177\/0959651812462328","type":"journal-article","created":{"date-parts":[[2012,10,22]],"date-time":"2012-10-22T22:25:49Z","timestamp":1350944749000},"page":"198-213","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":5,"title":["Nonlinear model predictive controller with state observer for speed sensorless induction generator\u2013wind turbine systems"],"prefix":"10.1177","volume":"227","author":[{"given":"Adel","family":"Merabet","sequence":"first","affiliation":[{"name":"Division of Engineering, Saint Mary\u2019s University, Halifax, NS, Canada"}]},{"given":"Vigneshwaran","family":"Rajasekaran","sequence":"additional","affiliation":[{"name":"Division of Engineering, Saint Mary\u2019s University, Halifax, NS, Canada"}]},{"given":"Andrew","family":"McMullin","sequence":"additional","affiliation":[{"name":"Division of Engineering, Saint Mary\u2019s University, Halifax, NS, Canada"}]},{"given":"Hussein","family":"Ibrahim","sequence":"additional","affiliation":[{"name":"Wind Energy TechnoCentre, Gaspe, QC, Canada"}]},{"given":"Rachid","family":"Beguenane","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Royal Military College, Kingston, ON, Canada"}]},{"given":"Jogendra S","family":"Thongam","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Royal Military College, Kingston, ON, Canada"}]}],"member":"179","published-online":{"date-parts":[[2012,10,22]]},"reference":[{"key":"bibr1-0959651812462328","first-page":"2195","volume-title":"Proceedings of the IEEE international electric machines and drives conference","author":"Thongam JS"},{"key":"bibr2-0959651812462328","first-page":"1","volume-title":"Proceedings of the Asia-Pacific power and energy engineering conference","author":"Zhou M"},{"key":"bibr3-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2004.09.002"},{"key":"bibr4-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1109\/TEC.2003.821863"},{"key":"bibr5-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2010.06.010"},{"key":"bibr6-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1016\/0967-0661(96)00097-4"},{"key":"bibr7-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1109\/9.250510"},{"key":"bibr8-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1109\/87.668038"},{"key":"bibr9-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(89)90002-2"},{"key":"bibr10-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(93)90049-Y"},{"key":"bibr11-0959651812462328","volume-title":"Model predictive control","author":"Camacho EF","year":"2004","edition":"2"},{"issue":"1","key":"bibr12-0959651812462328","first-page":"633","volume":"63","author":"Ping L","year":"1996","journal-title":"Int J Control"},{"key":"bibr13-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1016\/S0005-1098(02)00272-8"},{"key":"bibr14-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1049\/ip-cta:19990744"},{"key":"bibr15-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1049\/ip-cta:20020339"},{"key":"bibr16-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1109\/CCA.2000.897515"},{"key":"bibr17-0959651812462328","first-page":"458","volume-title":"Proceedings of the IEEE conference on control application","volume":"1","author":"Hedjar R"},{"key":"bibr18-0959651812462328","volume-title":"Proceedings of IEEE international symposium on industrial electronics","author":"Merabet A"},{"key":"bibr19-0959651812462328","doi-asserted-by":"publisher","DOI":"10.5772\/37639"},{"key":"bibr20-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1016\/S0005-1098(97)00212-4"},{"key":"bibr21-0959651812462328","first-page":"1658","volume-title":"Proceedings of the 7th international conference on control, automation, robotics and vision","author":"Marino R"},{"key":"bibr22-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1109\/41.681227"},{"key":"bibr23-0959651812462328","first-page":"179","volume-title":"Proceedings of the 6th IEEE international conference on electrical machines and drives","author":"Du T"},{"key":"bibr24-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1109\/28.297911"},{"key":"bibr25-0959651812462328","volume-title":"Proceedings of the IEEE electrical power and energy conference","author":"Merabet A"},{"key":"bibr26-0959651812462328","doi-asserted-by":"publisher","DOI":"10.5772\/619"},{"key":"bibr27-0959651812462328","doi-asserted-by":"publisher","DOI":"10.1109\/41.245892"},{"issue":"2","key":"bibr28-0959651812462328","first-page":"235","volume":"15","author":"Chenafa M","year":"2005","journal-title":"Int J Appl Math Comp"},{"key":"bibr29-0959651812462328","unstructured":"Van Raumer T. 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