17 citations · 27 across the 6 of their papers we have counts for
8 papers
Energy Storage Price Arbitrage via Opportunity Value Function Prediction
Ningkun Zheng, Xiaoxiang Liu, Bolun Xu +1
This paper proposes a novel energy storage price arbitrage algorithm combining supervised learning with dynamic programming. The proposed approach uses a neural network to directly…
End-to-End Demand Response Model Identification and Baseline Estimation with Deep Learning
Yuanyuan Shi, Bolun Xu
This paper proposes a novel end-to-end deep learning framework that simultaneously identifies demand baselines and the incentive-based agent demand response model, from the net dem…
A Data-driven Nonlinear Recharge Controller for Energy Storage in Frequency Regulation
Wenting Ma, Bolun Xu
Battery energy storage boosts up the response speed of power system frequency regulation, but must be recharged carefully to minimize the distortion to the frequency regulation res…
Dynamic Valuation of Battery Lifetime
Bolun Xu
This paper proposes a dynamic valuation framework to determine the opportunity value of battery capacity degradation in grid applications based on the internal degradation mechanis…
Techno-economic model of a second-life energy storage system for utility-scale solar power considering li-ion calendar and cycle aging
Ian Mathews, Bolun Xu, Wei He +3
While the use of energy storage combined with grid-scale photovoltaic power plants continues to grow, given current lithium-ion battery prices, there remains uncertainty about the…
Factoring the Cycle Aging Cost of Batteries Participating in Electricity Markets
Bolun Xu, Jinye Zhao, Tongxin Zheng +2
When participating in electricity markets, owners of battery energy storage systems must bid in such a way that their revenues will at least cover their true cost of operation. Sin…