Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module

Photovoltaic (PV) cells are integral in harnessing solar energy, yet their performance is hindered by excessive heat generation, impacting efficiency and sustainability. Addressing the challenge of efficiency loss in photovoltaic (PV) cells due to overheating, this study focuses on optimizing active...

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Main Authors: Rahim, Mohamad Shukor Abdul, Tajuddin, Mohammad Faridun Naim, Saad, Mohd Sazli, Hasanuzzaman, Md., Azmi, Azralmukmin, Mohammed, Mohd Fayzul
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Published: Taylor & Francis Inc 2024
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Online Access:http://eprints.um.edu.my/45086/
https://doi.org/10.1080/15567036.2024.2326194
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spelling my.um.eprints.450862024-09-13T04:48:10Z http://eprints.um.edu.my/45086/ Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module Rahim, Mohamad Shukor Abdul Tajuddin, Mohammad Faridun Naim Saad, Mohd Sazli Hasanuzzaman, Md. Azmi, Azralmukmin Mohammed, Mohd Fayzul TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Photovoltaic (PV) cells are integral in harnessing solar energy, yet their performance is hindered by excessive heat generation, impacting efficiency and sustainability. Addressing the challenge of efficiency loss in photovoltaic (PV) cells due to overheating, this study focuses on optimizing active water cooling control for PV modules. The aim is to develop a dynamic, sustainable model and integrate a PID controller tuned by Sine Cosine Algorithm (SCA), targeting optimal operating temperatures. This study introduces a dynamic model and a closed-loop control system to manage PV cell temperature, investigating the correlation between water flow and temperature regulation. Experimental data is gathered using a pseudo-random binary sequence (PRBS) as an excitation signal, forming the foundation of an Auto Regressive eXogenous (ARX) model. The closed-loop system incorporates a PID controller and tuned using the Sine Cosine Algorithm (SCA) to optimize performance. The resulting model is rigorously validated through experimental investigation, demonstrating its precision in capturing the system's dynamics. Moreover, the implementation of a controller-based cooling system substantiates the model's practical efficacy. The research demonstrates significant improvements when implementing a controller-based water-cooling system for photovoltaic (PV) modules. Compared to the baseline scenario without cooling, the system achieves a 34.5% reduction in average PV temperature (from 59.2 degrees C to 38.9 degrees C) and a 9.46% increase in average power output (from 196.7W to 215.3W). Moreover, this system utilizes only 248.8 liters of water, marking a substantial 64% decrease in water consumption compared to traditional free-flow cooling methods, which use 790.9 liters. The research demonstrates that the controller-based cooling approach is a sustainable option, delivering power output comparable to the free-flow method, yet significantly lowering water consumption. This research signifies a turning point for sustainability, offering an efficient and water-conscious approach for enhancing PV system performance, a crucial step toward a greener and more environmentally responsible energy future. Taylor & Francis Inc 2024-12 Article PeerReviewed Rahim, Mohamad Shukor Abdul and Tajuddin, Mohammad Faridun Naim and Saad, Mohd Sazli and Hasanuzzaman, Md. and Azmi, Azralmukmin and Mohammed, Mohd Fayzul (2024) Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module. Energy Sources Part A-Recovery Utilization and Environmental Effects, 46 (1). pp. 3979-3995. ISSN 1556-7230, DOI https://doi.org/10.1080/15567036.2024.2326194 <https://doi.org/10.1080/15567036.2024.2326194>. https://doi.org/10.1080/15567036.2024.2326194 10.1080/15567036.2024.2326194
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 TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Rahim, Mohamad Shukor Abdul
Tajuddin, Mohammad Faridun Naim
Saad, Mohd Sazli
Hasanuzzaman, Md.
Azmi, Azralmukmin
Mohammed, Mohd Fayzul
Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module
description Photovoltaic (PV) cells are integral in harnessing solar energy, yet their performance is hindered by excessive heat generation, impacting efficiency and sustainability. Addressing the challenge of efficiency loss in photovoltaic (PV) cells due to overheating, this study focuses on optimizing active water cooling control for PV modules. The aim is to develop a dynamic, sustainable model and integrate a PID controller tuned by Sine Cosine Algorithm (SCA), targeting optimal operating temperatures. This study introduces a dynamic model and a closed-loop control system to manage PV cell temperature, investigating the correlation between water flow and temperature regulation. Experimental data is gathered using a pseudo-random binary sequence (PRBS) as an excitation signal, forming the foundation of an Auto Regressive eXogenous (ARX) model. The closed-loop system incorporates a PID controller and tuned using the Sine Cosine Algorithm (SCA) to optimize performance. The resulting model is rigorously validated through experimental investigation, demonstrating its precision in capturing the system's dynamics. Moreover, the implementation of a controller-based cooling system substantiates the model's practical efficacy. The research demonstrates significant improvements when implementing a controller-based water-cooling system for photovoltaic (PV) modules. Compared to the baseline scenario without cooling, the system achieves a 34.5% reduction in average PV temperature (from 59.2 degrees C to 38.9 degrees C) and a 9.46% increase in average power output (from 196.7W to 215.3W). Moreover, this system utilizes only 248.8 liters of water, marking a substantial 64% decrease in water consumption compared to traditional free-flow cooling methods, which use 790.9 liters. The research demonstrates that the controller-based cooling approach is a sustainable option, delivering power output comparable to the free-flow method, yet significantly lowering water consumption. This research signifies a turning point for sustainability, offering an efficient and water-conscious approach for enhancing PV system performance, a crucial step toward a greener and more environmentally responsible energy future.
format Article
author Rahim, Mohamad Shukor Abdul
Tajuddin, Mohammad Faridun Naim
Saad, Mohd Sazli
Hasanuzzaman, Md.
Azmi, Azralmukmin
Mohammed, Mohd Fayzul
author_facet Rahim, Mohamad Shukor Abdul
Tajuddin, Mohammad Faridun Naim
Saad, Mohd Sazli
Hasanuzzaman, Md.
Azmi, Azralmukmin
Mohammed, Mohd Fayzul
author_sort Rahim, Mohamad Shukor Abdul
title Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module
title_short Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module
title_full Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module
title_fullStr Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module
title_full_unstemmed Modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module
title_sort modeling, experimental investigation and real-time control of active water cooling system for photovoltaic module
publisher Taylor & Francis Inc
publishDate 2024
url http://eprints.um.edu.my/45086/
https://doi.org/10.1080/15567036.2024.2326194
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