Dynamic Bayesian Network-Based Lithium-Ion Battery Health Prognosis for Electric Vehicles
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2020.3034855
Abstract: Battery prognostics and health management (PHM) is essential for lithium-ion batteries in electric vehicles. In the battery PHM, accurate estimation of the battery state-of-health (SOH) and prediction of the remaining useful life (RUL) are crucial… read more here.
Keywords: dynamic bayesian; electric vehicles; battery; health ... See more keywords
Health Prognosis for Electric Vehicle Battery Packs: A Data-Driven Approach
Sign Up to like & getrecommendations! Published in 2020 at "IEEE/ASME Transactions on Mechatronics"
DOI: 10.1109/tmech.2020.2986364
Abstract: Accurate, reliable, and robust prognosis of the state of health (SOH) and remaining useful life (RUL) plays a significant role in battery pack management for electric vehicles. However, there still exist challenges in computational cost,… read more here.
Keywords: health; prognosis; battery packs; health prognosis ... See more keywords