46 citations · 75 across the 3 of their papers we have counts for
4 papers
An Iterative Problem-Driven Scenario Reduction Framework for Stochastic Optimization with Conditional Value-at-Risk
Yingrui Zhuang, Lin Cheng, Ning Qi +2
Scenario reduction (SR) alleviates the computational complexity of scenario-based stochastic optimization with conditional value-at-risk (SBSO-CVaR) by identifying representative s…
Capacity Credit Evaluation of Generalized Energy Storage Considering Strategic Capacity Withholding and Decision-Dependent Uncertainty
Ning Qi, Pierre Pinson, Mads R. Almassalkhi +3
This paper proposes a novel capacity credit evaluation framework to accurately quantify the contribution of generalized energy storage (GES) to resource adequacy, considering both…
Problem-Driven Scenario Reduction Framework for Power System Stochastic Operation
Yingrui Zhuang, Lin Cheng, Ning Qi +2
Scenario reduction (SR) aims to identify a small yet representative scenario set to depict the underlying uncertainty, which is critical to scenario-based stochastic optimization (…
Chance-Constrained Generic Energy Storage Operations under Decision-Dependent Uncertainty
Ning Qi, Pierre Pinson, Mads R. Almassalkhi +2
Compared with large-scale physical batteries, aggregated and coordinated generic energy storage (GES) resources provide low-cost, but uncertain, flexibility for power grid operatio…