SA-HMTS: A Secure and Adaptive Hierarchical Multi-timescale Framework for Resilient Load Restoration Using A Community Microgrid
Distribution system integrated community microgrids (CMGs) can partake in restoring loads during extended duration outages. At such times, the CMG is challenged with limited resource availability, absence of robust grid support, and heightened demand-supply uncertainty. This paper proposes a secure...
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Zusammenfassung: | Distribution system integrated community microgrids (CMGs) can partake in
restoring loads during extended duration outages. At such times, the CMG is
challenged with limited resource availability, absence of robust grid support,
and heightened demand-supply uncertainty. This paper proposes a secure and
adaptive three-stage hierarchical multi-timescale framework for scheduling and
real-time (RT) dispatch of CMGs with hybrid PV systems to address these
challenges. The framework enables the CMG to dynamically expand its boundary to
support the neighboring grid sections and is adaptive to the changing forecast
error impacts. The first stage solves a stochastic extended duration scheduling
(EDS) problem to obtain referral plans for optimal resource rationing. The
intermediate near-real-time (NRT) scheduling stage updates the EDS schedule
closer to the dispatch time using newly obtained forecasts, followed by the RT
dispatch stage. To make the dispatch decisions more secure and robust against
forecast errors, a novel concept called delayed recourse is proposed. The
methodology is evaluated via numerical simulations on a modified IEEE 123-bus
system and validated using OpenDSS/hardware-in-loop simulations. The results
show superior performance in maximizing load supply and continuous secure CMG
operation under numerous operating scenarios. |
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DOI: | 10.48550/arxiv.2202.05252 |