Abstract
Modern distribution systems are becoming more resilient against power outages thanks to the flexible generation capacity provided by the increasing integration of distributed energy resources (DERs). Compared to utility-scale DERs, which can be directly controlled by system operators, small-scale, behind-the-meter DERs are much more difficult to coordinate despite being the vast majority. Two major obstacles to the implementation of DERs for service restoration are the coordination of behind-the-meter DERs and the management of uncertainty. In this paper, a novel distribution system restoration strategy is proposed to overcome these two obstacles. The flexibility of behind-the-meter DERs is quantified and integrated into the restoration planning models within a hierarchical structure. The model predictive control technique is employed to enable adaptive restoration planning solution adjustments to accommodate fault scenarios and forecast errors. Besides, real-time power dispatch models are proposed to maintain power balance using available DER capability. Comprehensive integration of adaptive restoration planning schemes and real-time dispatch results are achieved through a collaborative restoration framework. The effectiveness of the proposed restoration strategy is verified through a modified IEEE 123-bus system and a real-world utility system.
Original language | American English |
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Article number | 9310248 |
Pages (from-to) | 3629-3644 |
Number of pages | 16 |
Journal | IEEE Transactions on Power Systems |
Volume | 36 |
Issue number | 4 |
DOIs | |
State | Published - Jul 2021 |
Bibliographical note
Publisher Copyright:© 1969-2012 IEEE.
NREL Publication Number
- NREL/JA-5D00-76693
Keywords
- Distributed energy resources (DERs)
- Distribution system restoration
- Model predictive control (MPC)
- Real-time dispatch
- Restoration planning
- Unbalanced distribution system