Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark
Distributed power supply with the use of renewable energy sources and intelligent energy flow management has undoubtedly become one of the pressing trends in modern power engineering, which also inspired researchers from other fields to contribute to the topic. There are several kinds of micro grid...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2018-07-01
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| Series: | Energies |
| Subjects: | |
| Online Access: | http://www.mdpi.com/1996-1073/11/7/1791 |
| _version_ | 1828370157518454784 |
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| author | Lukáš Prokop Tomáš Vantuch Stanislav Mišák |
| author_facet | Lukáš Prokop Tomáš Vantuch Stanislav Mišák |
| author_sort | Lukáš Prokop |
| collection | DOAJ |
| description | Distributed power supply with the use of renewable energy sources and intelligent energy flow management has undoubtedly become one of the pressing trends in modern power engineering, which also inspired researchers from other fields to contribute to the topic. There are several kinds of micro grid platforms, each facing its own challenges and thus making the problem purely multi objective. In this paper, an evolutionary driven algorithm is applied and evaluated on a real platform represented by a private multistory carpark equipped with photovoltaic solar panels and several battery packs. The algorithm works as a core of an adaptive charge management system based on predicted conditions represented by estimated electric load and production in the future hours. The outcome of the paper is a comparison of the optimized and unoptimized charge management on three different battery setups proving that optimization may often outperform a battery setup with larger capacity in several criteria. |
| first_indexed | 2024-04-14T06:34:19Z |
| format | Article |
| id | doaj.art-2675db365a304c6f9e14bbdca3bf258c |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-04-14T06:34:19Z |
| publishDate | 2018-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-2675db365a304c6f9e14bbdca3bf258c2022-12-22T02:07:31ZengMDPI AGEnergies1996-10732018-07-01117179110.3390/en11071791en11071791Multi Objective Optimization in Charge Management of Micro Grid Based Multistory CarparkLukáš Prokop0Tomáš Vantuch1Stanislav Mišák2Centre ENET at VŠB-TU Ostrava, 708 00 Ostrava, Czech RepublicCentre ENET at VŠB-TU Ostrava, 708 00 Ostrava, Czech RepublicCentre ENET at VŠB-TU Ostrava, 708 00 Ostrava, Czech RepublicDistributed power supply with the use of renewable energy sources and intelligent energy flow management has undoubtedly become one of the pressing trends in modern power engineering, which also inspired researchers from other fields to contribute to the topic. There are several kinds of micro grid platforms, each facing its own challenges and thus making the problem purely multi objective. In this paper, an evolutionary driven algorithm is applied and evaluated on a real platform represented by a private multistory carpark equipped with photovoltaic solar panels and several battery packs. The algorithm works as a core of an adaptive charge management system based on predicted conditions represented by estimated electric load and production in the future hours. The outcome of the paper is a comparison of the optimized and unoptimized charge management on three different battery setups proving that optimization may often outperform a battery setup with larger capacity in several criteria.http://www.mdpi.com/1996-1073/11/7/1791smart parkingmultistory carparkelectric vehiclespredictive controlsmart gridrenewable energy sources |
| spellingShingle | Lukáš Prokop Tomáš Vantuch Stanislav Mišák Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark Energies smart parking multistory carpark electric vehicles predictive control smart grid renewable energy sources |
| title | Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark |
| title_full | Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark |
| title_fullStr | Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark |
| title_full_unstemmed | Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark |
| title_short | Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark |
| title_sort | multi objective optimization in charge management of micro grid based multistory carpark |
| topic | smart parking multistory carpark electric vehicles predictive control smart grid renewable energy sources |
| url | http://www.mdpi.com/1996-1073/11/7/1791 |
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