# Safe Reinforcement Learning for Power Allocation of Hybrid Energy Storage Systems in Electric Vehicles Using PPO and Predictive Safety Filter

> Research article (IEEE Transactions on Transportation Electrification, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4401989832](https://www.wikidata.org/wiki/openalex:W4401989832)  
**Source**: https://4ort.xyz/entity/safe-reinforcement-learning-for-power-allocation-of-hybrid-energy-storage-systems-in-electric-vehicles-using-ppo-and-pre
