Gibbet Hill Rd.
Coventry, CV4 8UW
United Kingdom
University of Warwick
Universal Differential Equations, Scientific Machine Learning, Physics informed machine learning, Battery degradation modelling, Cyclic ageing
Design of Experiments, Multiple Linear Regression, Li-ion Battery, Calendering, Modeling and Optimization
cell instrumentation, gas pressure, in-situ monitoring, ageing, advanced characterisation, cell-sensing
Internal Gas pressure, Internal Temperature, Thermal runaway, Advanced Characterization, Cell Safety
Li-ion battery LIB, temperature, optical fibre sensor, distributed measurement, optical-frequency-domain-reflectometer (OFDR)
Ultrasonic sensing, State of Charge estimation, Deep neural networks, Directional signal analysis, Ultrasonic sensor placement
Lithium-ion battery, Remaining Useful Life (RUL), Edge computing, Machine learning, Deep learning, Battery degradation
Lithium-ion battery, Cell instrumentation, Immersion cooling, In-situ temperature monitoring, Cell performance, Temperature gradient
Thermal runaway, thermal runaway propagation, thermal runaway mitigation, sidewall rupture, passive thermal management
Lithium-ion Battery, Electrode manufacturing, Pilot-Plant, Calendering Process, Electrochmical Characteristics, SEM/EDS Images, Battery Cycling, Machine Learning
Lithium-ion batteries, Cathode electrode, Ultrasonic/Acoustic Sensing, Battery manufacturing, Digitalisation in Battery Manufacturing
Lithium-ion battery, Real-time model identification, Lumped-parameter Model, Robustness, Thermal model, equivalent circuit model
lithium-ion batteries, pouch cells, internal gas pressure, in-situ monitoring, advanced characterisation, cell-sensing
Lithium-ion, thermal runaway, Battery Safety, sidewall rupture, propagation prevention
Thermal runaway, thermal runaway propagation, sidewall rupture
Lithium-ion, thermal runaway, Battery safety, sidewall rupture, propagation prevention
Lithium-ion batteries, Cell instrumentation, Ultrasonic/Acoustic Sensing, Battery manufacturing, Digitalisation in Battery Manufacturing
