Back to search

Article

Physics-Informed Neural SOH Estimation Method for Lithium-ion Battery under Partial Observability and Sparse Sensor Data

2025-06-30

Abstract excerpt

<title>Abstract</title> <p>Establishment of precise state-of-health (SOH) consists of a vital step to guarantee reliable, secure, and preventive maintenance of electric vehicle (EV) fleets and grid-associated energy storage systems based on lithium-ion batteries. Nevertheless, the exiting SOH estimation approaches basically contemplate the situation where the complete sensor profiles or the full charge/discharge...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
79e07aba-8e45-50c3-8fee-99e1c8f90201
DOI
10.21203/rs.3.rs-6806872/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Physics-Informed Neural SOH Estimation Method for Lithium-ion Battery under Partial Observability and Sparse Sensor DataDOI 10.21203/rs.3.rs-6806872/v1
Machine Learning for Lithium-Ion Battery Voltage Modeling: Insights from NARX-RNN, Deep Koopman, and LSTM-NARXSemantic proximity
Battery pack degradation - Understanding aging in parallel-connected lithium-ion batteries under thermal gradientsSemantic proximity
<span class="word">Research <span class="word">on <span class="word">Layered <span class="word">Control <span class="word">and <span class="word">Fault <span class="word">Recovery <span class="word">Mechanisms <span class="word">for <span class="word">Fast <span class="word">Charging <span class="word">Safety <span class="word">Diagnosis <span class="word">of <span class="word">High <span class="word">Voltage <span class="word">Battery <span class="word">Systems <span class="word"><span class="…Semantic proximity
Automated Diagnosis of Performance Bottolenecks in Lithium-Sulfur BatteriesSemantic proximity
Detangling electrolyte chemical dynamics and evolution in Li-S batteries by operando monitoring with optical resonance combsSemantic proximity
A Robust Parkinson’s Disease Detection Model Based on Time-varying Synaptic Efficacy Function in Spiking Neural NetworkSemantic proximity
Analytical–Computational Integration of Equivalent Circuit Modeling, Hybrid Optimization, and Statistical Validation for Electrochemical Impedance SpectroscopySemantic proximity
Analysis of a Relaxation Process Caused by the Load Variation Adapted on the Basis of Second Order Electrical ModelSemantic proximity
Accelerated Reported Battery Capacity Loss in 30 kWh Variants of the Nissan LeafSemantic proximity
Specxai - Spectral Interpretability of Deep Learning ModelsSemantic proximity
A Comprehensive Review of Artificial Intelligence-Driven Health Management of Electrical MachinesSemantic proximity
Defect Diagnostics in Thin Film Photovoltaics: Leveraging Macroscopic J-V Characteristics for Microscopic Insights via Machine LearningSemantic proximity
Select a neighboring publication to make it the new centre.