Projects per year
Abstract
Energy storage systems (ESSs) are being considered to overcome issues in modern grids, caused by increasing penetration of renewable generation. Nevertheless, integration of ESS should also be supplemented with an optimal energy management framework to ensure maximum benefits from ESS. Conventional energy management of battery, used with PV system, maximises self-consumption but does not mitigate grid congestion or address battery degradation. Model predictive control (MPC) can alleviate congestion, degradation while maximizing self-consumption. As such, studies will be carried out, in this work, to highlight the improvement with MPC based energy management over conventional method using simulations of one-year system behaviour. As MPC uses forecast information in decision making, the impact of forecast uncertainties will be assessed and addressing the same through constraint tightening will be presented. It is concluded that MPC provides improvement in system behaviour over multiple performance criteria.
Original language | English |
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Article number | 9340236 |
Journal | I E E E Transactions on Energy Conversion |
Volume | 36 |
Issue number | 3 |
Pages (from-to) | 2276-2286 |
Number of pages | 11 |
ISSN | 0885-8969 |
DOIs | |
Publication status | Published - Sept 2021 |
Keywords
- Model predictive control
- PV system
- battery management
- grid congestion degradation
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Dive into the research topics of 'An analysis of multi objective energy scheduling in PV-BESS system under prediction uncertainty'. Together they form a unique fingerprint.Projects
- 2 Finished
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REPEPS: REliable Power Electronic based Power System
Blaabjerg, F. (PI), Iannuzzo, F. (CoI), Davari, P. (CoI), Wang, H. (CoI), Wang, X. (CoI) & Yang, Y. (CoI)
01/08/2017 → 01/12/2023
Project: Research
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APETT: Advanced Power Electronic Technology and Tools
Blaabjerg, F. (PI), Munk-Nielsen, S. (CoI), Iannuzzo, F. (Project Participant), Wang, H. (Project Participant), Uhrenfeldt, C. (Project Participant), Beczkowski, S. (Project Participant), Zhou, D. (Project Participant), Choi, U. (Project Participant), Jørgensen, A. B. (Project Participant), Vernica, I. (Project Participant), Sangwongwanich, A. (Project Participant), Christensen, N. (Project Participant), Ceccarelli, L. (Project Participant), Nielsen, C. K. (Project Participant), Bahman, A. S. (Project Participant), Pedersen, K. (Project Participant), Pedersen, K. B. (Project Participant) & Kristensen, P. K. (Project Participant)
01/01/2017 → 30/06/2021
Project: Research