An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses

This paper presents an approach called the mutated model predictive control strategy to reduce switching losses and enhance the efficiency of voltage source inverter (VSI) operating with a three-phase configuration. The high number of semiconductor commutations in VSIs can lead to significant switch...

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Main Authors: Bakini, Hazem, Mesbahi, Nadhir, Kermadi, Mostefa, Mekhilef, Saad, Zahraoui, Younes, Mubin, Marizan, Seyedmahmoudian, Mehdi, Stojcevski, Alex
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Published: Institute of Electrical and Electronics Engineers 2024
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Online Access:http://eprints.um.edu.my/45840/
https://doi.org/10.1109/ACCESS.2024.3365689
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spelling my.um.eprints.458402024-11-13T02:03:25Z http://eprints.um.edu.my/45840/ An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses Bakini, Hazem Mesbahi, Nadhir Kermadi, Mostefa Mekhilef, Saad Zahraoui, Younes Mubin, Marizan Seyedmahmoudian, Mehdi Stojcevski, Alex QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering This paper presents an approach called the mutated model predictive control strategy to reduce switching losses and enhance the efficiency of voltage source inverter (VSI) operating with a three-phase configuration. The high number of semiconductor commutations in VSIs can lead to significant switching losses, which reduces efficiency and requires large heat sinks. Conventional model predictive control (MPC) applies switching states directly to the VSI without modulation; the selection of the optimal state is accomplished by evaluating criterion. However, since the two zero vectors (V-0, V-7) generate identical output voltage vectors(VVs), only a single zero voltage vector can be chosen. In contrast, the proposed method uses both zero vectors based on the operating condition. The approach involves using a switching strategy with pre-condition to select the suitable zero vector between (V-0, V-7) and apply it for the next sampling period. The efficacy of the proposed approach is validated by conducting simulations utilizing Matlab/Simulink and PLECS software, as well as an experimental test setup is utilized, which includes a three-phase VSI connected to a resistive-inductive load. The VSI is controlled using a dSPACE MicroLabBOX. The results clearly demonstrate the superiority of the proposed control strategy, specifically in terms of reducing switching losses and improving the efficiency of the VSI. Institute of Electrical and Electronics Engineers 2024 Article PeerReviewed Bakini, Hazem and Mesbahi, Nadhir and Kermadi, Mostefa and Mekhilef, Saad and Zahraoui, Younes and Mubin, Marizan and Seyedmahmoudian, Mehdi and Stojcevski, Alex (2024) An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses. IEEE Access, 12. pp. 25797-25808. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2024.3365689 <https://doi.org/10.1109/ACCESS.2024.3365689>. https://doi.org/10.1109/ACCESS.2024.3365689 10.1109/ACCESS.2024.3365689
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 QA75 Electronic computers. Computer science
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle QA75 Electronic computers. Computer science
TK Electrical engineering. Electronics Nuclear engineering
Bakini, Hazem
Mesbahi, Nadhir
Kermadi, Mostefa
Mekhilef, Saad
Zahraoui, Younes
Mubin, Marizan
Seyedmahmoudian, Mehdi
Stojcevski, Alex
An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses
description This paper presents an approach called the mutated model predictive control strategy to reduce switching losses and enhance the efficiency of voltage source inverter (VSI) operating with a three-phase configuration. The high number of semiconductor commutations in VSIs can lead to significant switching losses, which reduces efficiency and requires large heat sinks. Conventional model predictive control (MPC) applies switching states directly to the VSI without modulation; the selection of the optimal state is accomplished by evaluating criterion. However, since the two zero vectors (V-0, V-7) generate identical output voltage vectors(VVs), only a single zero voltage vector can be chosen. In contrast, the proposed method uses both zero vectors based on the operating condition. The approach involves using a switching strategy with pre-condition to select the suitable zero vector between (V-0, V-7) and apply it for the next sampling period. The efficacy of the proposed approach is validated by conducting simulations utilizing Matlab/Simulink and PLECS software, as well as an experimental test setup is utilized, which includes a three-phase VSI connected to a resistive-inductive load. The VSI is controlled using a dSPACE MicroLabBOX. The results clearly demonstrate the superiority of the proposed control strategy, specifically in terms of reducing switching losses and improving the efficiency of the VSI.
format Article
author Bakini, Hazem
Mesbahi, Nadhir
Kermadi, Mostefa
Mekhilef, Saad
Zahraoui, Younes
Mubin, Marizan
Seyedmahmoudian, Mehdi
Stojcevski, Alex
author_facet Bakini, Hazem
Mesbahi, Nadhir
Kermadi, Mostefa
Mekhilef, Saad
Zahraoui, Younes
Mubin, Marizan
Seyedmahmoudian, Mehdi
Stojcevski, Alex
author_sort Bakini, Hazem
title An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses
title_short An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses
title_full An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses
title_fullStr An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses
title_full_unstemmed An Improved Mutated Predictive Control for Two-Level Voltage Source Inverter With Reduced Switching Losses
title_sort improved mutated predictive control for two-level voltage source inverter with reduced switching losses
publisher Institute of Electrical and Electronics Engineers
publishDate 2024
url http://eprints.um.edu.my/45840/
https://doi.org/10.1109/ACCESS.2024.3365689
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score 13.214268