Optimal operation of the smart electrical network considering energy management of demand side
The smart electrical grid represents a significant advancement in generating, distributing, and consuming electricity. This sophisticated system integrates modern technology and communication tools to enhance energy management efficiency and improve demand costuming within the power network. In this...
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EDP Sciences
2025-01-01
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| Series: | Science and Technology for Energy Transition |
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| Online Access: | https://www.stet-review.org/articles/stet/full_html/2025/01/stet20240350/stet20240350.html |
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| author | Askar Shavan Saidoune Fatmazohra Abduvalieva Dilsora Ezhilarasan G. Thakur Rishabh Yadav Yashpal Kumar Raj Hussen Mohammed Jawad Israa Abed Ali A.M. |
| author_facet | Askar Shavan Saidoune Fatmazohra Abduvalieva Dilsora Ezhilarasan G. Thakur Rishabh Yadav Yashpal Kumar Raj Hussen Mohammed Jawad Israa Abed Ali A.M. |
| author_sort | Askar Shavan |
| collection | DOAJ |
| description | The smart electrical grid represents a significant advancement in generating, distributing, and consuming electricity. This sophisticated system integrates modern technology and communication tools to enhance energy management efficiency and improve demand costuming within the power network. In this paper, optimal operation of the electrical network with energy management and Demand Response Program (DRP) is implemented. The implementation of the optimal operation is done via multi-stage and multi-objective functions modeling. The DRP modeling is done in first stage to optimal management of consumption in demand side. In second stage, operating cost, emission, power losses and voltage profile are optimized as multi-objective functions modeling with attention to optimal management of consumption in demand side. The solving optimal operation of the electrical network is carried out by using Elephant Herding Optimization (EHO). This problem is implemented on 33-bus test system with hybrid energy resources. Finally, DRP leads to reducing costs, emissions and losses and improving voltage profile in proposed electrical network. Hence, operation costs, emission, power losses, and voltage deviation with the participation of DRP are minimized by 39.15%, 9.94%, 33.35%, and 30.73%, respectively. On the other side, voltage stability is enhanced by 3.66% without considering DRP. |
| format | Article |
| id | doaj-art-29acf1aac3b94bd79a18b19ce3c3a220 |
| institution | Kabale University |
| issn | 2804-7699 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | Science and Technology for Energy Transition |
| spelling | doaj-art-29acf1aac3b94bd79a18b19ce3c3a2202025-01-08T11:24:01ZengEDP SciencesScience and Technology for Energy Transition2804-76992025-01-0180710.2516/stet/2024105stet20240350Optimal operation of the smart electrical network considering energy management of demand sideAskar Shavan0Saidoune Fatmazohra1Abduvalieva Dilsora2Ezhilarasan G.3Thakur Rishabh4Yadav Yashpal5Kumar Raj6Hussen Mohammed7Jawad Israa Abed8Ali A.M.9Erbil Polytechnic University, Erbil Technical Engineering College, Information System Engineering DepartmentRenewable Energy and Materials Laboratory-LERM, Yahia fares UniversityDepartment of Mathematics and Information Technologies, Tashkent State Pedagogical UniversityDepartment of Electrical and Electronics Engineering, School of Engineering and Technology, JAIN (Deemed to be University)Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara UniversityDepartment of Electrical, Electronics & Electric Vehicle Engineering, NIMS Institute of Engineering & Technology, NIMS University RajasthanDepartment of Electronics and Communication Engineering, Chandigarh Engineering College, Chandigarh Group of Colleges-JhanjeriDepartment of Computers Techniques Engineering, College of Technical Engineering, The Islamic UniversityDepartment of Technology, Al-Nisour University CollegeEnergy Systems Department, Ajman UniversityThe smart electrical grid represents a significant advancement in generating, distributing, and consuming electricity. This sophisticated system integrates modern technology and communication tools to enhance energy management efficiency and improve demand costuming within the power network. In this paper, optimal operation of the electrical network with energy management and Demand Response Program (DRP) is implemented. The implementation of the optimal operation is done via multi-stage and multi-objective functions modeling. The DRP modeling is done in first stage to optimal management of consumption in demand side. In second stage, operating cost, emission, power losses and voltage profile are optimized as multi-objective functions modeling with attention to optimal management of consumption in demand side. The solving optimal operation of the electrical network is carried out by using Elephant Herding Optimization (EHO). This problem is implemented on 33-bus test system with hybrid energy resources. Finally, DRP leads to reducing costs, emissions and losses and improving voltage profile in proposed electrical network. Hence, operation costs, emission, power losses, and voltage deviation with the participation of DRP are minimized by 39.15%, 9.94%, 33.35%, and 30.73%, respectively. On the other side, voltage stability is enhanced by 3.66% without considering DRP.https://www.stet-review.org/articles/stet/full_html/2025/01/stet20240350/stet20240350.htmlsmart electrical gridenergy managementdemand response programmulti-objective functionsoptimal operation |
| spellingShingle | Askar Shavan Saidoune Fatmazohra Abduvalieva Dilsora Ezhilarasan G. Thakur Rishabh Yadav Yashpal Kumar Raj Hussen Mohammed Jawad Israa Abed Ali A.M. Optimal operation of the smart electrical network considering energy management of demand side Science and Technology for Energy Transition smart electrical grid energy management demand response program multi-objective functions optimal operation |
| title | Optimal operation of the smart electrical network considering energy management of demand side |
| title_full | Optimal operation of the smart electrical network considering energy management of demand side |
| title_fullStr | Optimal operation of the smart electrical network considering energy management of demand side |
| title_full_unstemmed | Optimal operation of the smart electrical network considering energy management of demand side |
| title_short | Optimal operation of the smart electrical network considering energy management of demand side |
| title_sort | optimal operation of the smart electrical network considering energy management of demand side |
| topic | smart electrical grid energy management demand response program multi-objective functions optimal operation |
| url | https://www.stet-review.org/articles/stet/full_html/2025/01/stet20240350/stet20240350.html |
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