Political-Optimizer-Based Energy-Management System for Microgrids
This paper presents an energy-management strategy based on a recently introduced Political Optimizer (PO) for a microgrid installation at Wroclaw University of Science and Technology. The aim of the study is to check the effectiveness of two recently introduced meta-heuristic algorithms at power-sys...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2021-12-01
|
| Series: | Electronics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2079-9292/10/24/3119 |
| _version_ | 1797505213904453632 |
|---|---|
| author | Vishnu Suresh Michal Jasinski Zbigniew Leonowicz Dominika Kaczorowska Jithendranath J. Hemachandra Reddy K. |
| author_facet | Vishnu Suresh Michal Jasinski Zbigniew Leonowicz Dominika Kaczorowska Jithendranath J. Hemachandra Reddy K. |
| author_sort | Vishnu Suresh |
| collection | DOAJ |
| description | This paper presents an energy-management strategy based on a recently introduced Political Optimizer (PO) for a microgrid installation at Wroclaw University of Science and Technology. The aim of the study is to check the effectiveness of two recently introduced meta-heuristic algorithms at power-system-operations planning. The optimization algorithms were compared with other conventional meta-heuristics wherein performance tests were carried out by minimizing costs in an IEEE 30-bus system. The best performing algorithm was then used to minimize the Levelized Cost of Energy (LCOE) in a microgrid consisting of renewable energy sources such as solar PV panels, a micro-hydro power plant, a fuel cell with a hydrogen storage tank and a Li-ion storage unit. |
| first_indexed | 2024-03-10T04:15:25Z |
| format | Article |
| id | doaj.art-c91f927f6c4948178dce063ad3ee2dea |
| institution | Directory Open Access Journal |
| issn | 2079-9292 |
| language | English |
| last_indexed | 2024-03-10T04:15:25Z |
| publishDate | 2021-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Electronics |
| spelling | doaj.art-c91f927f6c4948178dce063ad3ee2dea2023-11-23T08:02:22ZengMDPI AGElectronics2079-92922021-12-011024311910.3390/electronics10243119Political-Optimizer-Based Energy-Management System for MicrogridsVishnu Suresh0Michal Jasinski1Zbigniew Leonowicz2Dominika Kaczorowska3Jithendranath J.4Hemachandra Reddy K.5Faculty of Electrical Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandFaculty of Electrical Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandFaculty of Electrical Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandFaculty of Electrical Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandDepartment of Electrical and Electronics Engineering, Global Academy of Technology, Bengaluru 560098, IndiaDepartment of Electrical and Electronics Engineering, Global Academy of Technology, Bengaluru 560098, IndiaThis paper presents an energy-management strategy based on a recently introduced Political Optimizer (PO) for a microgrid installation at Wroclaw University of Science and Technology. The aim of the study is to check the effectiveness of two recently introduced meta-heuristic algorithms at power-system-operations planning. The optimization algorithms were compared with other conventional meta-heuristics wherein performance tests were carried out by minimizing costs in an IEEE 30-bus system. The best performing algorithm was then used to minimize the Levelized Cost of Energy (LCOE) in a microgrid consisting of renewable energy sources such as solar PV panels, a micro-hydro power plant, a fuel cell with a hydrogen storage tank and a Li-ion storage unit.https://www.mdpi.com/2079-9292/10/24/3119political optimizermicrogrid-energy-management systemsmeta-heuristic optimization algorithmsLCOEeconomic dispatch |
| spellingShingle | Vishnu Suresh Michal Jasinski Zbigniew Leonowicz Dominika Kaczorowska Jithendranath J. Hemachandra Reddy K. Political-Optimizer-Based Energy-Management System for Microgrids Electronics political optimizer microgrid-energy-management systems meta-heuristic optimization algorithms LCOE economic dispatch |
| title | Political-Optimizer-Based Energy-Management System for Microgrids |
| title_full | Political-Optimizer-Based Energy-Management System for Microgrids |
| title_fullStr | Political-Optimizer-Based Energy-Management System for Microgrids |
| title_full_unstemmed | Political-Optimizer-Based Energy-Management System for Microgrids |
| title_short | Political-Optimizer-Based Energy-Management System for Microgrids |
| title_sort | political optimizer based energy management system for microgrids |
| topic | political optimizer microgrid-energy-management systems meta-heuristic optimization algorithms LCOE economic dispatch |
| url | https://www.mdpi.com/2079-9292/10/24/3119 |
| work_keys_str_mv | AT vishnusuresh politicaloptimizerbasedenergymanagementsystemformicrogrids AT michaljasinski politicaloptimizerbasedenergymanagementsystemformicrogrids AT zbigniewleonowicz politicaloptimizerbasedenergymanagementsystemformicrogrids AT dominikakaczorowska politicaloptimizerbasedenergymanagementsystemformicrogrids AT jithendranathj politicaloptimizerbasedenergymanagementsystemformicrogrids AT hemachandrareddyk politicaloptimizerbasedenergymanagementsystemformicrogrids |