Battery state-of-health sensitive energy management of hybrid electric vehicles: Lifetime prediction and ageing experimental validation
Sign Up to like & getrecommendations! Published in 2021 at "Applied Energy"
DOI: 10.1016/j.apenergy.2021.116440
Abstract: Abstract Achieving a satisfactory high-voltage battery lifetime while preserving fuel economy is a key challenge in the design of hybrid electric vehicles (HEVs). While several battery state-of-health (SOH) sensitive control approaches for HEVs have been… read more here.
Keywords: battery lifetime; electric vehicles; hybrid electric; battery ... See more keywords
A thermal management system control strategy for electric vehicles under low-temperature driving conditions considering battery lifetime
Sign Up to like & getrecommendations! Published in 2020 at "Applied Thermal Engineering"
DOI: 10.1016/j.applthermaleng.2020.115944
Abstract: Abstract Electric vehicle thermal management system (EVTMS) is essential for electric vehicles (EVs) to guarantee cabin thermal comfort and battery appropriate temperature. However, under low-temperature driving conditions, heating power demand for EVTMS affects system performance… read more here.
Keywords: battery lifetime; strategy; low temperature; battery ... See more keywords
Early prediction of battery lifetime via a machine learning based framework
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DOI: 10.1016/j.energy.2021.120205
Abstract: ABSTRACT Accurately predicting the lifetime of lithium-ion batteries in early cycles is crucial for ensuring the safety and reliability, and accelerating the battery development cycle. However, most of existing studies presented poor prediction results for… read more here.
Keywords: battery lifetime; machine; feature; battery ... See more keywords
Performance Assessment of Reinforcement Learning Policies for Battery Lifetime Extension in Mobile Multi-RAT LPWAN Scenarios
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3197834
Abstract: Considering the dynamically changing nature of the radio propagation environment, the envisioned battery lifetime of the end device (ED) for massive machine-type communication (mMTC) stands for a critical challenge. As the selected radio technology bounds… read more here.
Keywords: reinforcement learning; lifetime extension; battery; battery lifetime ... See more keywords
An Intelligent Controlling Method for Battery Lifetime Increment Using State of Charge Estimation in PV-Battery Hybrid System
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DOI: 10.3390/app10248799
Abstract: In a photovoltaic (PV)-battery integrated system, the battery undergoes frequent charging and discharging cycles that reduces its operational life and affects its performance considerably. As such, an intelligent power control approach for a PV-battery standalone… read more here.
Keywords: state charge; system; battery hybrid; battery lifetime ... See more keywords
Extending battery lifetime by avoiding high SOC
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DOI: 10.3390/app8101825
Abstract: © 2018 by the authors. The impact of ageing when using various State of Charge (SOC) levels for an electrified vehicle is investigated in this article. An extensive test series is conducted on Li-ion cells,… read more here.
Keywords: extending battery; battery lifetime; high soc; battery ... See more keywords