Intrusive PCE reformulates stochastic multi-market VPP scheduling into a tractable deterministic spectral problem, matching scenario-based quality with up to 137x speedup on a Swiss grid case.
General polynomial chaos in the current–voltage formulation of the optimal power flow problem
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Efficient Multi-Market Scheduling of Virtual Power Plants via Spectral Representation of Uncertainty
Intrusive PCE reformulates stochastic multi-market VPP scheduling into a tractable deterministic spectral problem, matching scenario-based quality with up to 137x speedup on a Swiss grid case.