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| Content Provider | IET Digital Library |
|---|---|
| Author | Krim, Youssef Abbes, Dhaker Robyns, Benoit |
| Abstract | This study is interested in optimisation of both sizing and energy management system of a hybrid storage system (HSS) associated with photovoltaic panels. The battery (BT) considered as the principal storage organ and a super-capacitor used as the secondary storage system to improve the BT life span makes up the HSS. The main purpose of this study is to explore a novel optimisation approach to jointly optimise the sizing and the fuzzy logic energy management system (FLEMS). In fact, an optimisation function based on sequential quadratic programming algorithm is proposed. The optimisation methodology has been performed jointly and successfully for the sizing of the BT storage system and the membership functions parameters of the FLEMS in order to decrease the levelised cost of energy with a violation time by 5% of mean absolute percentage error score <1.5% throughout the year. According to the simulations results, a benefit analysis has been done to assess the associated financial impact. |
| Starting Page | 2581 |
| Ending Page | 2591 |
| Page Count | 11 |
| ISSN | 17521416 |
| Volume Number | 14 |
| e-ISSN | 17521424 |
| Issue Number | Issue 14, Oct (2020) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-rpg/14/14 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2020.0102 |
| Journal | IET Renewable Power Generation |
| Publisher Date | 2020-07-21 |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | BT Storage System Combinatorial Mathematics Economic Reliability Indices Energy Management System Fuzzy Control Fuzzy Logic Fuzzy Logic Energy Management System Fuzzy Logic Power Management Fuzzy Set Theory HSS Hybrid Power System Hybrid Storage System Joint Optimisation Novel Optimisation Approach Optimisation Optimisation Function Optimisation Methodology Optimisation Technique Photovoltaic Power System Power Generation Economics Power Generation Reliability Power System Economics Power System Managemen Power System Operation Principal Storage Organ Quadratic Programming Reliability Secondary Storage System Solar Power Stations Supercapacitor |
| Content Type | Text |
| Resource Type | Article |
| Subject | Renewable Energy, Sustainability and the Environment |
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