Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors
This thesis presents a valuable contribution to the field of community battery systems by proposing a comprehensive model for optimizing their size and operation using PSO algorithm, taking into account the economic analysis side with consideration of uncertainty factors using the Monte Carlo simula...
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| Format: | Thesis |
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Curtin University
2024
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| Online Access: | http://hdl.handle.net/20.500.11937/97312 |
| _version_ | 1848766252185550848 |
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| author | Ragab, Ziad Hatem Anwar Aly |
| author_facet | Ragab, Ziad Hatem Anwar Aly |
| author_sort | Ragab, Ziad Hatem Anwar Aly |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | This thesis presents a valuable contribution to the field of community battery systems by proposing a comprehensive model for optimizing their size and operation using PSO algorithm, taking into account the economic analysis side with consideration of uncertainty factors using the Monte Carlo simulations based on probabilistic distribution. The influence of different tariff structures is also assessed over 5 different structures. The outcomes offer valuable insights for policymakers and stakeholders in the energy sector to facilitate a more sustainable future. |
| first_indexed | 2025-11-14T11:48:11Z |
| format | Thesis |
| id | curtin-20.500.11937-97312 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:48:11Z |
| publishDate | 2024 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-973122025-03-11T01:03:07Z Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors Ragab, Ziad Hatem Anwar Aly This thesis presents a valuable contribution to the field of community battery systems by proposing a comprehensive model for optimizing their size and operation using PSO algorithm, taking into account the economic analysis side with consideration of uncertainty factors using the Monte Carlo simulations based on probabilistic distribution. The influence of different tariff structures is also assessed over 5 different structures. The outcomes offer valuable insights for policymakers and stakeholders in the energy sector to facilitate a more sustainable future. 2024 Thesis http://hdl.handle.net/20.500.11937/97312 Curtin University fulltext |
| spellingShingle | Ragab, Ziad Hatem Anwar Aly Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors |
| title | Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors |
| title_full | Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors |
| title_fullStr | Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors |
| title_full_unstemmed | Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors |
| title_short | Optimal Sizing and Economic Analysis of Community Battery Systems Considering Sensitivity and Uncertainty Factors |
| title_sort | optimal sizing and economic analysis of community battery systems considering sensitivity and uncertainty factors |
| url | http://hdl.handle.net/20.500.11937/97312 |