Publications

Junran Chen, Qi Yao, Phillip Kollmeyer, Satyam Panchal, Yasaman Masoudi, Oliver Gross (2025). Transfer learning based battery state of power estimation techniques with updating through battery lifetime. Patent.

Mina Naguib, Junran Chen, Phillip Kollmeyer, Ali Emadi (2025). Thermal fault detection of lithium-ion battery packs through an integrated physics and deep neural network based model. CE.

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Junran Chen, Phillip Kollmeyer, Ryan Ahmed, Ali Emadi (2025). Battery state-of-health estimation using CNNs with transfer learning and multi-modal fusion of partial voltage profiles and histogram data. APEN.

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Maryam Alizadeh, Hao Wang, Junran Chen, Atriya Biswas, Ali Emadi (2025). Driving-Aware Battery Thermal Management System in Electric Vehicles: Incorporating Cell Discharge Rate, Temperature, and Aging. TTE.

Junran Chen, Phillip Kollmeyer, Carlos Vidal, Mini Naguib, Satyam Panchal, Yasaman Masoudi, Oliver Gross (2024). Technique for estimating battery system power capability using machine learning models and search algorithms. Patent.

Junran Chen, Phillip Kollmeyer, Satyam Panchal, Yasaman Masoudi, Oliver Gross, Ali Emadi (2024). Sequence Training and Data Shuffling to Enhance the Accuracy of Recurrent Neural Network Based Battery Voltage Models. SAE.

Junran Chen, Phillip Kollmeyer, Satyam Panchal, Yasaman Masoudi (2023). Techniques for measuring battery system state of power. Patent.

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Junran Chen, Phillip Kollmeyer, Fei Chiang, Ali Emadi (2023). Lithium-ion Battery State-of-Health Estimation via Histogram Data, Principal Component Analysis, and Machine Learning. ITEC.

Junran Chen, Manjula Manivanan, Josimar Duque, Phillip Kollmeyer, Satyam Panchal, Oliver Gross, Ali Emadi (2023). A Convolutional Neural Network for Estimation of Lithium-Ion Battery State-of-Health during Constant Current Operation. ITEC.

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