Online battery-protective vehicle to grid behavior management

نویسندگان

چکیده

With the popularization of electric vehicles, vehicle-to-grid (V2G) has become an indispensable technology to improve grid economy and reliability. However, battery aging should be mitigated while providing V2G services so as protect customer benefits mobilize their positivity. Conventional anti-aging scheduling methods mainly offline operates can hardly deployed online in hardware equipment. This paper proposes a novel method based on two-stage parameter calibration framework. In first stage, is modeled optimization problem, where objective reduce peak-valley difference mitigate aging. The deployment developed optimization-based realized by rule-based coordinator second adjust controller hyper-parameters. process, global optimality real-time performance strategies simultaneously realized. effectiveness proposed methodologies verified practical UK distribution network. Simulation results indicate that it effectively guaranteeing algorithm performance.

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ژورنال

عنوان ژورنال: Energy

سال: 2022

ISSN: ['1873-6785', '0360-5442']

DOI: https://doi.org/10.1016/j.energy.2021.123083