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Model-Free Predictive Control of Motor Drives and Power Converters: A Review | IEEE Journals & Magazine | IEEE Xplore

Model-Free Predictive Control of Motor Drives and Power Converters: A Review


A block diagram of the predictive current control of PMS motors implemented based on Type III MFPC method.

Abstract:

Predictive control has emerged as a promising control method in a variety of technological fields. Model predictive control, as one of the subdivisions of this control me...Show More

Abstract:

Predictive control has emerged as a promising control method in a variety of technological fields. Model predictive control, as one of the subdivisions of this control method, has found a growing number of applications in power electronics and motor drives. In practical implementations, model predictive control faces performance degradation of the controlled plant due to its dependency on a model. There are considerable numbers of review papers that are devoted to the different points of view of predictive control. However, the existing literature lacks a review study that addresses the solutions for parameter dependency of the model predictive control method. Recently, model-free predictive control has been used in drives and power electronics as a solution for dealing with the model-dependency of the model predictive control method. There are many papers that have used such methods. In this paper, a classification is proposed for the different implementation types of model-free predictive control or similar methods that address model parameter uncertainties. Additionally, a comparison between the methods is also presented.
A block diagram of the predictive current control of PMS motors implemented based on Type III MFPC method.
Published in: IEEE Access ( Volume: 9)
Page(s): 105733 - 105747
Date of Publication: 20 July 2021
Electronic ISSN: 2169-3536

Funding Agency:


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