The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILP
The paper shows a method of optimizing local initiatives in the energy sector, such as energy cooperatives and energy clusters. The aim of optimization is to determine the structure of generation sources and energy storage in order to minimize energy costs. The analysis is carried out for the time h...
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-06-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/14/13/3783 |
| _version_ | 1797528987541438464 |
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| author | Mateusz Andrychowicz |
| author_facet | Mateusz Andrychowicz |
| author_sort | Mateusz Andrychowicz |
| collection | DOAJ |
| description | The paper shows a method of optimizing local initiatives in the energy sector, such as energy cooperatives and energy clusters. The aim of optimization is to determine the structure of generation sources and energy storage in order to minimize energy costs. The analysis is carried out for the time horizon of one year, with an hourly increment, taking into account various RES (wind turbines (WT), photovoltaic installations (PV), and biogas power plant (BG)) and loads (residential, commercial, and industrial). Generation sources and loads are characterized by generation/demand profiles in order to take into account their variability. The optimization was carried out taking into account the technical aspects of the operation of distribution systems, such as power flows and losses, voltage levels in nodes, and power exchange with the transmission system, and economic aspects, such as capital and fixed and variable operating costs. The method was calculated by sixteen simulation scenarios using Mixed-Integer Linear Programming (MILP). |
| first_indexed | 2024-03-10T10:07:02Z |
| format | Article |
| id | doaj.art-e9e7c98ba6bb42e0bc11511590a9bddc |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T10:07:02Z |
| publishDate | 2021-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-e9e7c98ba6bb42e0bc11511590a9bddc2023-11-22T01:28:24ZengMDPI AGEnergies1996-10732021-06-011413378310.3390/en14133783The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILPMateusz Andrychowicz0Institute of Mechatronics and Information Systems, Lodz University of Technology, 90-924 Lodz, PolandThe paper shows a method of optimizing local initiatives in the energy sector, such as energy cooperatives and energy clusters. The aim of optimization is to determine the structure of generation sources and energy storage in order to minimize energy costs. The analysis is carried out for the time horizon of one year, with an hourly increment, taking into account various RES (wind turbines (WT), photovoltaic installations (PV), and biogas power plant (BG)) and loads (residential, commercial, and industrial). Generation sources and loads are characterized by generation/demand profiles in order to take into account their variability. The optimization was carried out taking into account the technical aspects of the operation of distribution systems, such as power flows and losses, voltage levels in nodes, and power exchange with the transmission system, and economic aspects, such as capital and fixed and variable operating costs. The method was calculated by sixteen simulation scenarios using Mixed-Integer Linear Programming (MILP).https://www.mdpi.com/1996-1073/14/13/3783RES allocationwind turbines (WT)photovoltaic installations (PV)system modelingenergy storages (ES)energy system optimization |
| spellingShingle | Mateusz Andrychowicz The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILP Energies RES allocation wind turbines (WT) photovoltaic installations (PV) system modeling energy storages (ES) energy system optimization |
| title | The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILP |
| title_full | The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILP |
| title_fullStr | The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILP |
| title_full_unstemmed | The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILP |
| title_short | The Impact of Energy Storage along with the Allocation of RES on the Reduction of Energy Costs Using MILP |
| title_sort | impact of energy storage along with the allocation of res on the reduction of energy costs using milp |
| topic | RES allocation wind turbines (WT) photovoltaic installations (PV) system modeling energy storages (ES) energy system optimization |
| url | https://www.mdpi.com/1996-1073/14/13/3783 |
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