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For high-performance speed sensorless control, a finite control set model predictive current control (FCS-MPCC) algorithm based on a model reference adaptive system (MRAS) is proposed. With the FCS-MPCC algorithm, the inner current control loop is eliminated, and the limitations of the cascaded linear controller are overcome. The proposed speed sensorless control algorithm provides an efficient speed control technique for the SPMSM drive owing to its fast dynamic response and simple principle. The adaptive mechanism is adopted to estimate the rotor shaft speed and position used in FCS-MPCC for dynamic sensorless control. FCS-MPCC uses a square cost function to determine the optimal output voltage vector (VV) from the switching states that give the low cost index. A discrete-time model of a system is used to predict future currents across all the feasible VVs produced by the voltage source inverter. The VV that reduced the cost function is adopted and utilized. Simulation results showed the efficacy of the presented scheme and the viability of the proposed sensorless speed control design under various load conditions at a wide speed operation range.<\/jats:p>","DOI":"10.1177\/0142331220979264","type":"journal-article","created":{"date-parts":[[2021,1,14]],"date-time":"2021-01-14T19:39:14Z","timestamp":1610653154000},"page":"1416-1429","update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":14,"title":["Robust adaptive observer-based finite control set model predictive current control for sensorless speed control of surface permanent magnet synchronous motor"],"prefix":"10.1177","volume":"43","author":[{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0002-0084-9560","authenticated-orcid":false,"given":"Muhammad","family":"Usama","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, Power Energy Conversion Laboratory, Chosun University, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jaehong","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Power Energy Conversion Laboratory, Chosun University, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2021,1,10]]},"reference":[{"key":"bibr1-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2009.2018429"},{"key":"bibr2-0142331220979264","first-page":"1","volume-title":"8th European conference on Power Electronics and Applications","author":"Andreescu DG","year":"1999"},{"key":"bibr3-0142331220979264","first-page":"185","author":"Astrom K","year":"2008","journal-title":"Adaptive Control"},{"key":"bibr4-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2011.2152815"},{"key":"bibr5-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/WEMDCD.2013.6525177"},{"key":"bibr6-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2008.928605"},{"key":"bibr7-0142331220979264","first-page":"2526","volume-title":"2013 Twenty-Eighth Annual IEEE Applied Power Electronics Conference and Exposition (APEC)","author":"Bolognani S","year":"2013"},{"key":"bibr8-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2005.854014"},{"key":"bibr9-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/CIEEC.2017.8388448"},{"key":"bibr10-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2002.802183"},{"key":"bibr11-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1002\/tee.22974"},{"key":"bibr12-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2826480"},{"key":"bibr13-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2007.911209"},{"key":"bibr14-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/IPEMC.2009.5157418"},{"key":"bibr15-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/GECS.2017.8066206"},{"key":"bibr16-0142331220979264","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/AMM.697.397"},{"issue":"2","key":"bibr17-0142331220979264","first-page":"740","volume":"46","author":"Hill DJ","year":"1999","journal-title":"IEEE Transactions on Circuit and Systems"},{"issue":"11","key":"bibr18-0142331220979264","first-page":"4169","volume":"59","author":"Huang L","year":"2011","journal-title":"IEEE Transactions on Industrial Electronics"},{"key":"bibr19-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2009.2036029"},{"key":"bibr20-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/IEMDC.2003.1210395"},{"key":"bibr21-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2013.09.018"},{"key":"bibr22-0142331220979264","doi-asserted-by":"publisher","DOI":"10.1109\/60.815001"},{"issue":"9","key":"bibr23-0142331220979264","first-page":"4067","volume":"58","author":"Kim H","year":"2011","journal-title":"IEEE Transactions on Industrial Electronics"},{"key":"bibr24-0142331220979264","first-page":"1632","volume-title":"SICE 2003 Annual Conference (IEEE Cat. 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