Model-Free Predictive Control of Motor Drives and Power Converters: A Review
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Fecha
2021
Profesor/a Guía
Facultad/escuela
Idioma
en
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Editor
Institute of Electrical and Electronics Engineers Inc.
Nombre de Curso
Licencia CC
Licencia CC
Resumen
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.
Notas
Indexación Scopus
Palabras clave
Control systems, estimation, inverters, motor drives, power conversion, power electronics, predictive control
Citación
IEEE Access Volume 9, Pages 105733 - 105747 2021 Article number 9492066