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Optimization techniques to enhance the performance of induction motor drives: A review

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dc.citedby111
dc.contributor.authorHannan M.A.en_US
dc.contributor.authorAli J.A.en_US
dc.contributor.authorMohamed A.en_US
dc.contributor.authorHussain A.en_US
dc.contributor.authorid7103014445en_US
dc.contributor.authorid56540826800en_US
dc.contributor.authorid57195440511en_US
dc.contributor.authorid57208481391en_US
dc.date.accessioned2023-05-29T06:57:21Z
dc.date.available2023-05-29T06:57:21Z
dc.date.issued2018
dc.descriptionComputer circuits; Controllers; Drives; Electric drives; Electric motors; Fuzzy logic; Induction motors; Membership functions; Optimization; Problem solving; Vector control (Electric machinery); Conventional controllers; Fuzzy logic controllers; Indirect field oriented control; Induction motor drive; Optimization algorithms; Research and development; Scalar control; Trial-and-error procedures; Variable speed drivesen_US
dc.description.abstractInduction motor (IM) drives, specifically the three-phase IMs, are a nonlinear system that are difficult to explain theoretically because of their sudden changes in load or speed conditions. Thus, an advanced controller is needed to enhance IM performance. Among numerous control techniques, fuzzy logic controller (FLC) has increasing popularity in designing complex IM control system due to their simplicity and adaptability. However, the performance of FLCs depends on rules and membership functions (MFs), which are determined by a trial-and-error procedure. The main objective of this paper is to present a critical review on the control and optimization techniques for solving the problems and enhancing the performance of IM drives. A detailed study on the control of variable speed drive, such as scalar and vector, is investigated. The scalar control functions of speed and V/f control are explained in an open- and closed-loop IM drive. The operation, advantages, and limitations of the direct and indirect field-oriented controls of vector control are also demonstrated in controlling the IM drive. A comprehensive review of the different types of optimization techniques for IM drive applications is highlighted. The rigorous review indicates that existing optimization algorithms in conventional controller and FLC can be used for IM drive. However, some problems still exist in achieving the best MF and suitable parameters for IM drive control. The objective of this review also highlights several factors, challenges, and problems of the conventional controller and FLC of the IM drive. Accordingly, the review provides some suggestions on the optimized control for the research and development of future IM drives. All the highlighted insights and recommendations of this review will hopefully lead to increasing efforts toward the development of advanced IM drive controllers for future applications. � 2017 Elsevier Ltden_US
dc.description.natureFinalen_US
dc.identifier.doi10.1016/j.rser.2017.05.240
dc.identifier.epage1626
dc.identifier.scopus2-s2.0-85020260263
dc.identifier.spage1611
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85020260263&doi=10.1016%2fj.rser.2017.05.240&partnerID=40&md5=bc1a0054463a1756b96c7b6d71dd0f19
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/24237
dc.identifier.volume81
dc.publisherElsevier Ltden_US
dc.sourceScopus
dc.sourcetitleRenewable and Sustainable Energy Reviews
dc.titleOptimization techniques to enhance the performance of induction motor drives: A reviewen_US
dc.typeReviewen_US
dspace.entity.typePublication
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