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EV charging research organized by new Planning-Scheduling-Behavior framework

A new survey paper introduces the Planning-Scheduling-Behavior (PSB) framework to organize research on electric vehicle charging systems. The framework highlights a 'PSB trilemma,' where integrating these three layers often requires sacrificing fidelity in one or more areas for computational tractability. The paper identifies open challenges in areas like behavioral incentives, equity metrics, and learning-based methods for city-scale charging management. AI

IMPACT Organizes research on AI-driven EV charging systems, highlighting challenges in integrating planning, scheduling, and user behavior models.

RANK_REASON The cluster contains an academic survey paper that organizes existing research and identifies open challenges in a specific domain. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.MA (Multiagent) →

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COVERAGE [1]

  1. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Yanhai Xiong ·

    Planning, Scheduling, and Behavior in EV Charging Systems: A Critical Survey and Trilemma Framework

    The rapid growth of electric vehicles is shifting the main constraint on transport electrification from vehicle adoption to the deployment and operation of charging infrastructure. Charging-network design requires decisions across three interdependent layers: Planning, which dete…