Economic-Emission Coordinated Operation of Transportation-Microgrid Coupled System Based on Dynamic User Equilibrium

Booming in electric vehicles and the progress of dynamic wireless charging are deepening the interdependence of transportation networks (TNs) and microgrids (MGs). An imperative exists for a framework to coordinate dynamic traffic assignment (DTA) of the TN and optimal scheduling of MGs. Considering the simultaneous route-and-departure-time choice dynamic user equilibrium (DUE), this paper presents a noncooperative framework targeting the economic-emission coordinated operation of the transportation-microgrid coupled system. This framework is a Nash-Stackelberg-Nash game, where the leader problem is an economic-emission scheduling model of MGs and the follower problem is a DUE model of DTA for the TN. The best response algorithm is adopted to solve this framework. The DUE model is converted into an equivalent fixed-point problem, while the economic-emission scheduling model of each MG is reformulated as a multi-objective mixed-integer nonlinear program (MOMINLP). Moreover, we develop an alternating operator evolutionary algorithm (AOEA) to handle this MOMINLP. Case studies demonstrate that the proposed framework enables the coupled system to operate synergistically and AOEA has a competitive performance.

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Publication Details

Journal
IEEE Transactions on Intelligent Transportation Systems
Published
2024-11-27
DOI
https://doi.org/10.1109/tits.2024.3500001
Citations
4
Primary Topic
Transportation and Mobility Innovations
Type
article
Field-Weighted Citation Impact
0.81

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article

Economic-Emission Coordinated Operation of Transportation-Microgrid Coupled System Based on Dynamic User Equilibrium

Hongye Su, Zhitao Liu, Bin Li
4 citations
IEEE Transactions on Intelligent Transportation Systems
Transportation and Mobility Innovations
0.81
article

Economic-Emission Coordinated Operation of Transportation-Microgrid Coupled System Based on Dynamic User Equilibrium

Hongye Su, Zhitao Liu, Bin Li
article en
4 citations

Abstract

Booming in electric vehicles and the progress of dynamic wireless charging are deepening the interdependence of transportation networks (TNs) and microgrids (MGs). An imperative exists for a framework to coordinate dynamic traffic assignment (DTA) of the TN and optimal scheduling of MGs. Considering the simultaneous route-and-departure-time choice dynamic user equilibrium (DUE), this paper presents a noncooperative framework targeting the economic-emission coordinated operation of the transportation-microgrid coupled system. This framework is a Nash-Stackelberg-Nash game, where the leader problem is an economic-emission scheduling model of MGs and the follower problem is a DUE model of DTA for the TN. The best response algorithm is adopted to solve this framework. The DUE model is converted into an equivalent fixed-point problem, while the economic-emission scheduling model of each MG is reformulated as a multi-objective mixed-integer nonlinear program (MOMINLP). Moreover, we develop an alternating operator evolutionary algorithm (AOEA) to handle this MOMINLP. Case studies demonstrate that the proposed framework enables the coupled system to operate synergistically and AOEA has a competitive performance.

IEEE Transactions on Intelligent Transportation SystemsVol. 26(2)
Shenzhen Polytechnic University (CN), State Key Laboratory of Industrial Control Technology (CN), Zhejiang University (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China
Openalex Percentile: Top 28%
Transportation and Mobility Innovations
0.81
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Economic-Emission Coordinated Operation of Transportation-Microgrid Coupled System Based on Dynamic User Equilibrium — Hongye Su, Zhitao Liu, et al. · IEEE Transactions on Intelligent Transportation Systems (2024) | TGRS Research Map | TGRS