Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding
Given the significant impact of the UN 2015 agenda on sustainable development, the search for eco-friendly and efficient energy solutions has intensified. The renewable based hybrid systems have emerged as feasible solution in this context. This paper explores the potential of utilizing a hybrid ene...
| প্রধান লেখক: | , , , |
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| বিন্যাস: | প্রবন্ধ |
| ভাষা: | English |
| প্রকাশিত: |
Ieee Acces
2024
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | http://eprints.uthm.edu.my/10924/1/J17388_f621a5569da015ea7fdc44617ec650a2.pdf |
| _version_ | 1825638441599107072 |
|---|---|
| author | BAKHT, MUHAMMAD PAEND HAJI MOHD, MOHD NORZALI USMAN ULLAH SHAIKH, USMAN ULLAH SHAIKH NUZHAT KHAN, NUZHAT KHAN |
| author_facet | BAKHT, MUHAMMAD PAEND HAJI MOHD, MOHD NORZALI USMAN ULLAH SHAIKH, USMAN ULLAH SHAIKH NUZHAT KHAN, NUZHAT KHAN |
| author_sort | BAKHT, MUHAMMAD PAEND |
| collection | UTHM |
| description | Given the significant impact of the UN 2015 agenda on sustainable development, the search for eco-friendly and efficient energy solutions has intensified. The renewable based hybrid systems have emerged as feasible solution in this context. This paper explores the potential of utilizing a hybrid energy system (HES) from a distinctive perspective — addressing the challenges of load shedding at the distribution level. The HES configuration in this investigation includes photovoltaic (PV) array, wind turbines (WT), battery storage unit (BSU) and diesel generator system. The research involves simulations, optimization, and sensitivity analysis for a residential community in the southwestern part of Pakistan,
which frequently experiences load shedding. Grasshopper optimization algorithm (GOA) is applied to simultaneously minimize the levelized electricity cost (LEC), payback period (PBP), and loss of power supply probability (LPSP). Simulations compare different HES configurations based on the estimation of local renewable energy potential and the load shedding schedule of the utility company. The optimal solution, with NPV =110, NWT =2, and NBSU =16, was selected, resulting in a minimum LEC of 6.64 cents/kWh and
a PBP of 7.4 years. These results are validated using the particle swarm optimization algorithm (PSO). The performance of HES is benchmarked against conventional solutions, such as standalone diesel generators,
battery-based uninterruptible power supplies (UPS), and combinations of generators and UPS. The findings
demonstrate the significant superiority of HES over conventional solutions in terms of reduced LEC,
shorter PBP and reduced carbon emissions. Finally, the sensitivity analysis examines the impact of varying
component prices, feed-in tariff rates, meteorological conditions, and load demand variations on the LEC
and PBP of the HES. |
| first_indexed | 2024-09-24T00:08:52Z |
| format | Article |
| id | uthm.eprints-10924 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English |
| last_indexed | 2024-09-24T00:08:52Z |
| publishDate | 2024 |
| publisher | Ieee Acces |
| record_format | dspace |
| spelling | uthm.eprints-109242024-05-13T11:48:53Z http://eprints.uthm.edu.my/10924/ Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding BAKHT, MUHAMMAD PAEND HAJI MOHD, MOHD NORZALI USMAN ULLAH SHAIKH, USMAN ULLAH SHAIKH NUZHAT KHAN, NUZHAT KHAN T Technology (General) Given the significant impact of the UN 2015 agenda on sustainable development, the search for eco-friendly and efficient energy solutions has intensified. The renewable based hybrid systems have emerged as feasible solution in this context. This paper explores the potential of utilizing a hybrid energy system (HES) from a distinctive perspective — addressing the challenges of load shedding at the distribution level. The HES configuration in this investigation includes photovoltaic (PV) array, wind turbines (WT), battery storage unit (BSU) and diesel generator system. The research involves simulations, optimization, and sensitivity analysis for a residential community in the southwestern part of Pakistan, which frequently experiences load shedding. Grasshopper optimization algorithm (GOA) is applied to simultaneously minimize the levelized electricity cost (LEC), payback period (PBP), and loss of power supply probability (LPSP). Simulations compare different HES configurations based on the estimation of local renewable energy potential and the load shedding schedule of the utility company. The optimal solution, with NPV =110, NWT =2, and NBSU =16, was selected, resulting in a minimum LEC of 6.64 cents/kWh and a PBP of 7.4 years. These results are validated using the particle swarm optimization algorithm (PSO). The performance of HES is benchmarked against conventional solutions, such as standalone diesel generators, battery-based uninterruptible power supplies (UPS), and combinations of generators and UPS. The findings demonstrate the significant superiority of HES over conventional solutions in terms of reduced LEC, shorter PBP and reduced carbon emissions. Finally, the sensitivity analysis examines the impact of varying component prices, feed-in tariff rates, meteorological conditions, and load demand variations on the LEC and PBP of the HES. Ieee Acces 2024 Article PeerReviewed text en http://eprints.uthm.edu.my/10924/1/J17388_f621a5569da015ea7fdc44617ec650a2.pdf BAKHT, MUHAMMAD PAEND and HAJI MOHD, MOHD NORZALI and USMAN ULLAH SHAIKH, USMAN ULLAH SHAIKH and NUZHAT KHAN, NUZHAT KHAN (2024) Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding. Digital Object Identifier, 12. pp. 5792-5812. https://doi.org/10.1109/ACCESS.2024.3349594 |
| spellingShingle | T Technology (General) BAKHT, MUHAMMAD PAEND HAJI MOHD, MOHD NORZALI USMAN ULLAH SHAIKH, USMAN ULLAH SHAIKH NUZHAT KHAN, NUZHAT KHAN Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding |
| title | Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding |
| title_full | Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding |
| title_fullStr | Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding |
| title_full_unstemmed | Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding |
| title_short | Optimal Design and Performance Analysis of Hybrid Renewable Energy System for Ensuring Uninterrupted Power Supply During Load Shedding |
| title_sort | optimal design and performance analysis of hybrid renewable energy system for ensuring uninterrupted power supply during load shedding |
| topic | T Technology (General) |
| url | http://eprints.uthm.edu.my/10924/1/J17388_f621a5569da015ea7fdc44617ec650a2.pdf |
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