13 citations · 20 across the 5 of their papers we have counts for
8 papers
Two-stage Robust Energy Storage Planning with Probabilistic Guarantees: A Data-driven Approach
Chao Yan, Xinbo Geng, Zhaohong Bie +1
This paper addresses a central challenge of jointly considering shorter-term (e.g. hourly) and longer-term (e.g. yearly) uncertainties in power system planning with increasing pene…
Deferrable Load Scheduling under Demand Charge: A Block Model-Predictive Control Approach
Lei Yang, Xinbo Geng, Xiaohong Guan +1
Optimal scheduling of deferrable electrical loads can reshape the aggregated load profile to achieve higher operational efficiency and reliability. This paper studies deferrable lo…
Probabilistic Hosting Capacity Analysis via Bayesian Optimization
Xinbo Geng, Lang Tong, Anirban Bhattacharya +2
This paper studies the probabilistic hosting capacity analysis (PHCA) problem in distribution networks considering uncertainties from distributed energy resources (DERs) and reside…
Chance-constrained Unit Commitment via the Scenario Approach
Xinbo Geng, Le Xie
Keeping the balance between supply and demand is a fundamental task in power system operational planning practices. This task becomes particularly challenging due to the deepening…
Computing Essential Sets for Convex and Non-convex Scenario Problems: Theory and Application
Xinbo Geng, Le Xie, M. Sadegh Modarresi
The scenario approach is a general data-driven algorithm to chance-constrained optimization. It seeks the optimal solution that is feasible to a carefully chosen number of scenario…
Data-driven Decision Making with Probabilistic Guarantees (Part 2): Applications of Chance-constrained Optimization in Power Systems
Xinbo Geng, Le Xie
Uncertainties from deepening penetration of renewable energy resources have posed critical challenges to the secure and reliable operations of future electric grids. Among various…