Zhe Zhou is an assistant professor of electrical engineering in the School of Mechatronic Engineering and Automation in Shanghai Unversity. Her research interests include intelligent transportation, optimization methods and data analysis for energy systems.
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PhD in Electrical Engineering, 2020
Tsinghua University
Visiting Scholar in Civil Engineering, 2018
The University of California, Berkeley
BSc in Electrical Engineering, 2015
North China Electric Power University
Responsibilities include:
Responsibilities include:
The increasing penetration of electric vehicles is tightly coupling the operation of power and transportation systems. The representation of the dynamics of network flows in response to real-time information and control strategies is a problem of considerable practical significance. However, most of work considers static network models that are only suitable for long-term planning horizons. This paper seeks to develop an integrated modeling framework for the real-time analysis and operation of the coupled systems. In particular, a dynamic traffic assignment model is exploited to account for the time-varying travel demand and flow dynamics. An accelerated diagonalization algorithm is proposed to compute the traffic flows in an efficient manner. Moreover, we show that the equilibrium flow pattern of the coupled systems can be characterized by a fixed-point problem, thus motivating a decentralized approach to attain the flow solutions. Numerical studies demonstrate both the spatial and temporal interconnections between the power and traffic flows. The comparison of network flow solutions based on the dynamic, semi-dynamic and static transportation network models is presented.