Author

Rojo Kurian Daniels

Institutions: BML Munjal University, Narsee Monjee Institute of Management Studies, Malaviya National Institute of Technology Jaipur

Observed institutions: BML Munjal University, Narsee Monjee Institute of Management Studies, Malaviya National Institute of Technology Jaipur

ORCID: 0000-0002-7549-8152

Observed ORCID: 0000-0002-7549-8152

OpenAlex ID: A5078513784

Thermal runaway fault prediction in air-cooled lithium-ion battery modules using machine learning through temperature sensors placement optimization

2023 · Rojo Kurian Daniels, Vikas Kumar, et al. · Applied Energy · 59

Experimental and numerical investigation on the effect of cell arrangement on thermal runaway propagation in air cooled cylindrical Li-ion battery modules

2023 · Rojo Kurian Daniels, Aneesh Prabhakar · Journal of Energy Storage · 34

A comparative study of data-driven thermal fault prediction using machine learning algorithms in air-cooled cylindrical Li-ion battery modules

2024 · Rojo Kurian Daniels, Vikas Kumar, et al. · Renewable and Sustainable Energy Reviews · 32

Faulty cell prediction accuracy comparison of machine learning algorithms using temperature sensor placement optimization approach in immersion cooled Li-ion battery modules

2024 · Rojo Kurian Daniels, Harsh Langeh, et al. · Applied Energy · 28

Numerical investigation on the effect of combined convective and radiative heat transfer on thermal runaway propagation in aligned air-cooled cylindrical Li-ion battery modules

2025 · Rojo Kurian Daniels, Suvrat Sharma, et al. · International Communications in Heat and Mass Transfer · 9

Hybrid battery thermal management systems

2024 · Dinesh Kumar Sharma, Rojo Kurian Daniels, et al. · Elsevier eBooks · 3

Svr Based Temperature Prediction of Cylindrical Tube Banks in Cross Flow Having Arbitrary Heaters

2022 · Rojo Kurian Daniels, Vikas Kumar, et al. · International Symposium on Convective Heat and Mass Transfer (CONV) · 1

Numerical investigation of flow routing arrangements and vent geometry effects on thermal runaway propagation in air-cooled lithium-ion battery modules

2026 · Paras Kaushik, Manish Sharma, et al. · Journal of Energy Storage

Comparative study of thermal runaway propagation in air-cooled cylindrical Li-ion battery modules for different cell arrangements and faulty cell positions

2026 · Suvrat Sharma, Rojo Kurian Daniels, et al. · Journal of Energy Storage

An Enhanced Machine Learning Framework for Early Thermal Runaway Detection and Propagation Mapping in Lithium-Ion Battery Modules

2026 · Manav Agarwal, Paras Kaushik, et al. · Odisha International Conference on Electrical Power Engineering, Communication and Computing Technology (ODICON)

A Data-Driven, Sensor Placement Optimized Method for Intelligent Thermal Fault Prediction in Air-Cooled Cylindrical Li-Ion Battery Modules

2026 · Rojo Kurian Daniels, Aneesh Prabhakar · IEEE Transactions on Industry Applications

Thermal Fault Prediction in Air-Cooled Li-ion Battery Modules Using Machine Learning Under Dual-Fault Scenarios

2025 · Rojo Kurian Daniels, Suvrat Sharma, et al. · IEEE International Conference on Sustainable Energy and Future Electric Transportation (SEFET)

Single Plane Temperature Sensors Placement Optimization for Aligned Air-Cooled Cylindrical LiB Module

2024 · Rojo Kurian Daniels, Vikas Kumar, et al. · IEEE International Conference on Sustainable Energy and Future Electric Transportation (SEFET)

List of contributors

2024 · Shriank Ahire, Hafiz Muhammad Ali, et al. · Elsevier eBooks

Support Vector Regression Based Thermal Performance Assessment of Photovoltaic Panels

2022 · Vikas Kumar, Rojo Kurian Daniels, et al. · Proceeding of Second Thermal and Fluids Engineering Conference

Works count: 15

Citation count: 166

H-index: 5

I10-index: 4