13 citations · 17 across the 2 of their papers we have counts for
6 papers
Conformal Uncertainty Quantification of Electricity Price Predictions for Risk-Averse Storage Arbitrage
Saud Alghumayjan, Ming Yi, Bolun Xu
This paper proposes a risk-averse approach to energy storage price arbitrage, leveraging conformal uncertainty quantification for electricity price predictions. The method addresse…
Energy Storage Arbitrage in Two-settlement Markets: A Transformer-Based Approach
Saud Alghumayjan, Jiajun Han, Ningkun Zheng +2
This paper presents an integrated model for bidding energy storage in day-ahead and real-time markets to maximize profits. We show that in integrated two-stage bidding, the real-ti…
Equitable Time-Varying Pricing Tariff Design: A Joint Learning and Optimization Approach
Liudong Chen, Bolun Xu
Time-varying pricing tariffs incentivize consumers to shift their electricity demand and reduce costs, but may increase the energy burden for consumers with limited response capabi…
Vehicle-to-Grid Fleet Service Provision considering Nonlinear Battery Behaviors
Joshua Jaworski, Ningkun Zheng, Matthias Preindl +1
The surging adoption of electric vehicles (EV) calls for accurate and efficient approaches to coordinate with the power grid operation. By being responsive to distribution grid lim…
A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features
Yu Yang, Xiaohong Guan, Qing-Shan Jia +3
By coordinating terminal smart devices or microprocessors to engage in cooperative computation to achieve systemlevel targets, distributed optimization is incrementally favored by…
Scalable Planning for Energy Storage in Energy and Reserve Markets
Bolun Xu, Yishen Wang, Yury Dvorkin +4
Energy storage can facilitate the integration of renewable energy resources by providing arbitrage and ancillary services. Jointly optimizing energy and ancillary services in a cen…