2 papers
eess.SY2026
Data-Driven Privacy-Preserving Modeling and Frequency Regulation with Aggregated Electric Vehicles via Bilinear Hidden Markov Model
Yiping Liu, Xiaozhe Wang, Geza Joos
Vehicle-to-Grid (V2G) technology allows bidirectional power flow for real-time grid support, making electric vehicles (EVs) well-suited for ancillary services such as frequency reg…
eess.SY2025
An Extended State Space Model of Aggregated Electric Vehicles for Flexibility Estimation and Power Control
Yiping Liu, Xiaozhe Wang, Geza Joos
The increasing penetration of electric vehicles (EVs) can provide substantial electricity to the grid, supporting the grids' stability. The state space model (SSM) has been propose…