Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji
This paper presents the implementation particle swarm optimization (PSO) embedded in Arduino Nano for proportional-integral-derivative controller (PID) tuning as a validation for real-time hardware application on the photovoltaic maximum power point tracking (MPPT) system. The Arduino is interf...
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Online Access: | https://ir.uitm.edu.my/id/eprint/63117/1/63117.pdf https://ir.uitm.edu.my/id/eprint/63117/ https://jeesr.uitm.edu.my/v1/ |
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my.uitm.ir.631172022-06-29T06:26:56Z https://ir.uitm.edu.my/id/eprint/63117/ Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji Mohd Zakki, Muhammad Iqbal Mohd Hussain, Mohd Najib Seroji, Nawawi Solar batteries. Solar cells Probes (Electronic instruments) This paper presents the implementation particle swarm optimization (PSO) embedded in Arduino Nano for proportional-integral-derivative controller (PID) tuning as a validation for real-time hardware application on the photovoltaic maximum power point tracking (MPPT) system. The Arduino is interfaced to the MATLAB/Simulink via serial communication device to provide duplex communication for PID tuning. The performance of PID tuning using PSO in Arduino was compared with the performance of MATLAB PID tuner toolbox based on simulation result via Simulink. The embedded PSO-PID provides better performance of 10 times higher compared to MATLAB PID tuner. UiTM Press 2018-12 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/63117/1/63117.pdf Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji. (2018) Journal of Electrical and Electronic Systems Research (JEESR), 13: 11. pp. 78-85. ISSN 1985-5389 https://jeesr.uitm.edu.my/v1/ |
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Solar batteries. Solar cells Probes (Electronic instruments) Mohd Zakki, Muhammad Iqbal Mohd Hussain, Mohd Najib Seroji, Nawawi Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji |
description |
This paper presents the implementation particle
swarm optimization (PSO) embedded in Arduino Nano for
proportional-integral-derivative controller (PID) tuning as a
validation for real-time hardware application on the photovoltaic
maximum power point tracking (MPPT) system. The Arduino is
interfaced to the MATLAB/Simulink via serial communication
device to provide duplex communication for PID tuning. The
performance of PID tuning using PSO in Arduino was compared
with the performance of MATLAB PID tuner toolbox based on
simulation result via Simulink. The embedded PSO-PID provides
better performance of 10 times higher compared to MATLAB
PID tuner. |
format |
Article |
author |
Mohd Zakki, Muhammad Iqbal Mohd Hussain, Mohd Najib Seroji, Nawawi |
author_facet |
Mohd Zakki, Muhammad Iqbal Mohd Hussain, Mohd Najib Seroji, Nawawi |
author_sort |
Mohd Zakki, Muhammad Iqbal |
title |
Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji |
title_short |
Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji |
title_full |
Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji |
title_fullStr |
Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji |
title_full_unstemmed |
Implementation of particle swarm optimization for tuning of PID controller in Arduino Nano for solar MPPT system / Muhammad Iqbal Mohd Zakki, Mohd Najib Mohd Hussain and Nawawi Seroji |
title_sort |
implementation of particle swarm optimization for tuning of pid controller in arduino nano for solar mppt system / muhammad iqbal mohd zakki, mohd najib mohd hussain and nawawi seroji |
publisher |
UiTM Press |
publishDate |
2018 |
url |
https://ir.uitm.edu.my/id/eprint/63117/1/63117.pdf https://ir.uitm.edu.my/id/eprint/63117/ https://jeesr.uitm.edu.my/v1/ |
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