Abstract
Distributed energy resources (DERs) can be utilized as alternative power sources for fast service recovery in cases of distribution system outages. However, the diverse characteristics and stochastic nature of DERs impose challenges on the optimal operation of diverse resources during the restoration phase. In this article, we introduce a hierarchical structure to coordinate distribution system entities and propose an adaptive restoration strategy to sustain a reliable power supply to outage loads in an unbalanced distribution system utilizing DERs. An efficient system reconfiguration model is developed to guarantee the radiality of restoration islands. The flexibility of DERs is evaluated by a novel method that focuses on the cumulative energy consumption, the superiority of which is also proven. Model predictive control (MPC) is adopted to enable the adjustment of system topology and DER operation strategies based on up-to-date data. The performance of the proposed restoration model is validated on a modified IEEE 123-bus test system. Moreover, the effectiveness of the proposed novel flexibility assessment and the MPC-based adaptive restoration strategy are verified through comparative studies.
Original language | American English |
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Article number | 9295416 |
Pages (from-to) | 1347-1359 |
Number of pages | 13 |
Journal | IEEE Transactions on Sustainable Energy |
Volume | 12 |
Issue number | 2 |
DOIs | |
State | Published - Apr 2021 |
Bibliographical note
Publisher Copyright:© 2010-2012 IEEE.
NREL Publication Number
- NREL/JA-5D00-78653
Keywords
- Adaptive restoration
- controllable loads
- demand response
- distributed energy resources
- distribution system restoration
- model predictive control