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High Performance Modified Model Predictive Control of a Voltage Source Inverter

This paper proposes a modified model predictive control (MMPC) method for a two-level voltage source inverter (VSI) by applying ‘Midpoint Euler's Approximation’ technique to achieve a high performance. Therefore, a new predictive mathematical modeling is derived and presented in this paper to p...

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Main Authors: Uddin, Muslem, Mekhilef, Saad, Rivera, Marco
Format: Article
Published: Taylor & Francis 2018
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.um.edu.my/20443/
https://doi.org/10.1080/15325008.2018.1459959
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spelling my.um.eprints.204432019-02-22T02:13:43Z http://eprints.um.edu.my/20443/ High Performance Modified Model Predictive Control of a Voltage Source Inverter Uddin, Muslem Mekhilef, Saad Rivera, Marco TK Electrical engineering. Electronics Nuclear engineering This paper proposes a modified model predictive control (MMPC) method for a two-level voltage source inverter (VSI) by applying ‘Midpoint Euler's Approximation’ technique to achieve a high performance. Therefore, a new predictive mathematical modeling is derived and presented in this paper to predict the future behavior of the inductive load model, which is compared with the reference signal to determine the cost function of the system. In this MMPC method, all the possible switching vectors of the converter are utilized to obtain the cost functions, and the corresponding switching vector for minimum cost function is selected to actuate the power converter in the next sampling time interval. The proposed MMPC method and the traditional MPC schemes are verified in MATLAB-Simulink. The experimental validation is performed in DS1104 R&D Controller Board to justify and confirm the performance of the system. Simulation and experimental results validate the robustness of the proposed MMPC method, and improve the results compared to traditional MPC method in terms of total harmonic distortion (THD) and current reference tracking mean error. Taylor & Francis 2018 Article PeerReviewed Uddin, Muslem and Mekhilef, Saad and Rivera, Marco (2018) High Performance Modified Model Predictive Control of a Voltage Source Inverter. Electric Power Components and Systems, 46 (5). pp. 600-613. ISSN 1532-5008 https://doi.org/10.1080/15325008.2018.1459959 doi:10.1080/15325008.2018.1459959
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Uddin, Muslem
Mekhilef, Saad
Rivera, Marco
High Performance Modified Model Predictive Control of a Voltage Source Inverter
description This paper proposes a modified model predictive control (MMPC) method for a two-level voltage source inverter (VSI) by applying ‘Midpoint Euler's Approximation’ technique to achieve a high performance. Therefore, a new predictive mathematical modeling is derived and presented in this paper to predict the future behavior of the inductive load model, which is compared with the reference signal to determine the cost function of the system. In this MMPC method, all the possible switching vectors of the converter are utilized to obtain the cost functions, and the corresponding switching vector for minimum cost function is selected to actuate the power converter in the next sampling time interval. The proposed MMPC method and the traditional MPC schemes are verified in MATLAB-Simulink. The experimental validation is performed in DS1104 R&D Controller Board to justify and confirm the performance of the system. Simulation and experimental results validate the robustness of the proposed MMPC method, and improve the results compared to traditional MPC method in terms of total harmonic distortion (THD) and current reference tracking mean error.
format Article
author Uddin, Muslem
Mekhilef, Saad
Rivera, Marco
author_facet Uddin, Muslem
Mekhilef, Saad
Rivera, Marco
author_sort Uddin, Muslem
title High Performance Modified Model Predictive Control of a Voltage Source Inverter
title_short High Performance Modified Model Predictive Control of a Voltage Source Inverter
title_full High Performance Modified Model Predictive Control of a Voltage Source Inverter
title_fullStr High Performance Modified Model Predictive Control of a Voltage Source Inverter
title_full_unstemmed High Performance Modified Model Predictive Control of a Voltage Source Inverter
title_sort high performance modified model predictive control of a voltage source inverter
publisher Taylor & Francis
publishDate 2018
url http://eprints.um.edu.my/20443/
https://doi.org/10.1080/15325008.2018.1459959
_version_ 1643691280762404864
score 13.211869

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