Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization
Greenhouse gases (GHGs) are the main cause of global warming. Reducing emissions would contribute to environmental sustainability and could also have economic advantages. GHGs can be reduced by using the hybrid energy system (HES). In developing countries, analysing energy transitions and unmet ene...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
University of Cape Town
2025-08-01
|
| Series: | Journal of Energy in Southern Africa |
| Online Access: | https://energyjournal.africa/article/view/20374 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849236142425112576 |
|---|---|
| author | Madhusudhanan Sampath Amalorpava Mary Rajee Samuel Yamuna Devi M.M Senthil Murugan |
| author_facet | Madhusudhanan Sampath Amalorpava Mary Rajee Samuel Yamuna Devi M.M Senthil Murugan |
| author_sort | Madhusudhanan Sampath |
| collection | DOAJ |
| description |
Greenhouse gases (GHGs) are the main cause of global warming. Reducing emissions would contribute to environmental sustainability and could also have economic advantages. GHGs can be reduced by using the hybrid energy system (HES). In developing countries, analysing energy transitions and unmet energy needs should focus on identifying strategies for transitioning to more sustainable energy systems while ensuring access for all. This study looks at the mitigation of GHG emissions by using clean HES energy with battery optimisation. The paper presents an improved Lyapunov optimisation (LO) algorithm to optimally estimate the number of photovoltaic panels and battery banks for enhanced energy management. To increase system efficiency, the losses of power and over-production and under-utilised energy have been considered. The stability analysis is evaluated using the LO algorithm, specifically focusing on the changes predicted by the energy index of the self-reliance report, optimising the system’s performance under varying environmental conditions.
|
| format | Article |
| id | doaj-art-790650e39d0f4a5d90a4338ea2a7a63d |
| institution | Kabale University |
| issn | 1021-447X 2413-3051 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | University of Cape Town |
| record_format | Article |
| series | Journal of Energy in Southern Africa |
| spelling | doaj-art-790650e39d0f4a5d90a4338ea2a7a63d2025-08-20T04:02:27ZengUniversity of Cape TownJournal of Energy in Southern Africa1021-447X2413-30512025-08-0136110.17159/2413-3051/2025/v36i1a20374Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimizationMadhusudhanan Sampath0https://orcid.org/0000-0003-4134-8137Amalorpava Mary Rajee Samuel1https://orcid.org/0000-0001-7455-7192Yamuna Devi M.M2https://orcid.org/0000-0002-8258-7882Senthil Murugan3https://orcid.org/0000-0001-5808-0937Department of Computer science Engineering Rajalakshmi Engineering college Chennai, IndiaDepartment of Electrical and Information Engineering, University of Witwatersrand, Johannesburg, South AfricaDepartment of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation Vijayawada, AP, IndiaDepartment of Computer Science and Engineering, Vel Tech High Tech Dr. Rangarajan Dr. Sakunthala Engineering College, Chennai, India Greenhouse gases (GHGs) are the main cause of global warming. Reducing emissions would contribute to environmental sustainability and could also have economic advantages. GHGs can be reduced by using the hybrid energy system (HES). In developing countries, analysing energy transitions and unmet energy needs should focus on identifying strategies for transitioning to more sustainable energy systems while ensuring access for all. This study looks at the mitigation of GHG emissions by using clean HES energy with battery optimisation. The paper presents an improved Lyapunov optimisation (LO) algorithm to optimally estimate the number of photovoltaic panels and battery banks for enhanced energy management. To increase system efficiency, the losses of power and over-production and under-utilised energy have been considered. The stability analysis is evaluated using the LO algorithm, specifically focusing on the changes predicted by the energy index of the self-reliance report, optimising the system’s performance under varying environmental conditions. https://energyjournal.africa/article/view/20374 |
| spellingShingle | Madhusudhanan Sampath Amalorpava Mary Rajee Samuel Yamuna Devi M.M Senthil Murugan Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization Journal of Energy in Southern Africa |
| title | Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization |
| title_full | Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization |
| title_fullStr | Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization |
| title_full_unstemmed | Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization |
| title_short | Analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization |
| title_sort | analysis and mitigation of greenhouse gases by replacing traditional energy with a hybrid energy system using battery optimization |
| url | https://energyjournal.africa/article/view/20374 |
| work_keys_str_mv | AT madhusudhanansampath analysisandmitigationofgreenhousegasesbyreplacingtraditionalenergywithahybridenergysystemusingbatteryoptimization AT amalorpavamaryrajeesamuel analysisandmitigationofgreenhousegasesbyreplacingtraditionalenergywithahybridenergysystemusingbatteryoptimization AT yamunadevimm analysisandmitigationofgreenhousegasesbyreplacingtraditionalenergywithahybridenergysystemusingbatteryoptimization AT senthilmurugan analysisandmitigationofgreenhousegasesbyreplacingtraditionalenergywithahybridenergysystemusingbatteryoptimization |