13 citations · 30 across the 13 of their papers we have counts for
6 papers · 1 filter
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…
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…
Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by A Load Serving Entity
Abhishek Halder, Xinbo Geng, P. R. Kumar +1
Motivated by the growing importance of demand response in modern power system's operations, we propose an architecture and supporting algorithms for privacy preserving thermal iner…
Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach
Xinbo Geng, Le Xie
This paper investigates the fundamental coupling between loads and locational marginal prices (LMPs) in security-constrained economic dispatch (SCED). Theoretical analysis based on…