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Open Access Academic Papers from Research Square

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Research Article posted

Estimating the Impact of Temperature on the Thermal Resistance of a Lithium-ion Battery Using a Combination of the Finite Difference Method and Neural Networks

Achille Clovice GOUNE, Essombo Bathelemy Essombo, Jean Calvin Seutche, Ghislain Junior Bangoup Ntegmi, Jean Luc Nsouandele, Germain Hubert Ben-Bolie

This article focuses on the sustainable development of electric vehicle equipment to ensure the safety of people and property. It contributes to improving the thermal management of lithium-ion batteri...

Research Square 2026-04-23 rs-8998975
Temperature thermal resistance batteries lithium-ion neural network finite difference
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Research Article posted

Causally Consistent Residual Learning for Lithium-Ion Batteries: Aging Compensation Without Parameter Re-Identification, Validated on Unseen NASA Randomized-Usage Cells

RamaKrishna Pasupuleti

Battery management systems rely on equivalent-circuit models (ECMs) that become progressively wrong as the cell ages. Classical adaptive remedies — periodic parameter re-identification, extended Kalma...

Research Square 2026-04-21 rs-9454069
Lithium-ion battery Battery management Residual learning Adaptive control Model mismatch Aging compensation NASA Randomized Battery Usage dataset Cross-cell generalization
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