The rapid proliferation of electric vehicles (EVs) has promoted the process of electrified transportation, which deepened the interdependency of power and transportation networks (TNs). Considering the routing preference of EV travelers, this article proposes an environment-aware dispatch model to coordinate coupled power-TNs (CPTNs) toward higher economic benefits and renewable energy utilization. Specifically, discrete choice models with environmental factor are developed to characterize the user behavior. Based on the constructed user behavior models, an integrated optimal traffic-power flow (IOTPF) model is proposed and an environment-aware user equilibrium (EUE) can be achieved. A decentralized optimization algorithm based on Gauss-Seidel iterative process is developed to solve the equilibrium flows. Numerical results analyze the influence of environment-aware user behavior on the traveling cost and the utilization of renewable energy, the effectiveness of the IOTPF model in coordinating the optimal strategy of the coupled network is demonstrated.
Traffic and Power Flow Optimization of Coupled Power-Transportation Networks Considering Environment-Aware User Behavior
IEEE Transactions on Transportation Electrification ; 10 , 2 ; 3940-3955
01.06.2024
18124594 byte
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
Traffic flow on transportation networks
TIBKAT | 1980
|Traffic flow on transportation networks
SLUB | 1980
|