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Phillip J. Kollmeyer

mcmaster automotive resource centre

31H-index
102Paper Count
5.0KCitation Count
Published Papers 45
Publication Date
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Comprehensive Design of an Electric Vehicle Battery Pack and Management System with Microprocessor Memory Use Analysis
errEnergies
IF3.2
err2026-09-03
err0
errOAAI
errRomulo Navega Vieira; Tridib Banik; Puzhou Wang; Edgar Shlensky; Lucas Nahid; Kavish Wadehra; Lewis Gross; Mahir Nasar; Ryan Ahmed; Phillip Kollmeyer
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errSave
Battery state-of-power estimation: A machine learning battery model with numerical searching approach
errJournal of Energy Storage
IF9.8
err2026-06-22
err0
errOAAI
errJunran Chen; Qi Yao; Phillip Kollmeyer; Carlos Vidal; Mina Naguib; Satyam Panchal; Ali Emadi
errShare
errSave
Battery state-of-health estimation using CNNs with transfer learning and multi-modal fusion of partial voltage profiles and histogram data
errAPPLIED ENERGY
IF11
err2025-06-17
err0
PREAI
errChen, Junran; Kollmeyer, Phillip; Ahmed, Ryan; Emadi, Ali
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errSave
Regression based battery state of health estimation for multiple electric vehicle fast charging protocols
errJOURNAL OF POWER SOURCES
IF7.9
err2024-12-01
err0
errOAAI
errAcquarone, Matteo; Miretti, Federico; Giuliacci, Tiziano Alberto; Duque, Josimar; Misul, Daniela Anna; Kollmeyer, Phillip
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errSave
Experimental Performance Analysis of LG E-66 Cells from a Fast-Charging Porsche Taycan Battery Module
err2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024
IF0
err2024-06-19
err0
PREAI
errUwalaka, Lucia; Yao, Qi; Duque, Josimar; Kollmeyer, Phillip; Emadi, Ali
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errSave
Experimental Results of Battery Power Capability Measurement on Cells with Different State of Health Levels
err2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024
IF0
err2024-06-19
err5
PREAI
errChen, Junran; Kollmeyer, Phillip; Panchal, Satyam; Masoudi, Yasaman; Gross, Oliver; Emadi, Ali
errShare
errSave
Battery Aging Mechanisms Under Different Fast Charging Protocols: A Comparative Study on State of Health Estimation
err2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024
IF0
err2024-06-19
err0
PREAI
errYao, Qi; Kollmeyer, Phillip J.; Emadi, Ali
errShare
errSave
A Comparison Study of Unidirectional and Bidirectional Recurrent Neural Network for Battery State of Charge Estimation
err2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024
IF0
err2024-06-19
err0
PREAI
errYao, Qi; Kollmeyer, Phillip J.; Lu, Dylan Dah-Chuan; Emadi, Ali
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errSave
Loss Modeling and Testing of 800-V DC Bus IGBT and SiC Traction Inverter Modules
errIEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION
IF8.3
err2024-06-01
err1
PREAI
errAllca-Pekarovic, Alexander; Kollmeyer, Phillip J.; Reimers, John; Mahvelatishamsabadi, Parisa; Mirfakhrai, Tissaphern; Naghshtabrizi, Payam; Emadi, Ali
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errSave
Experimental Characterization and Modeling of a YASA P400 Axial Flux PM Traction Machine for Performance Analysis of a Chevy Bolt EV
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2024-03-01
err2
PREAI
errAllca-Pekarovic, Alexander; Kollmeyer, Phillip J.; Forsyth, Alexander; Emadi, Ali
errShare
errSave
Transformer-Based Deep Learning Strategies for Lithium-Ion Batteries SOX Estimation Using Regular and Inverted Embedding
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errGuirguis, John; Abdulmaksoud, Ahmed; Ismail, Mohanad; Kollmeyer, Phillip J.; Ahmed, Ryan
errShare
errSave
Feedforward and NARX Neural Network Battery State of Charge Estimation with Robustness to Current Sensor Error
err2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC
IF0
err2023-06-21
err3
PREAI
errVieira, Romulo Navega; Kollmeyer, Phillip; Naguib, Mina; Emadi, Ali
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errSave
Lithium-ion Battery State-of-Health Estimation via Histogram Data, Principal Component Analysis, and Machine Learning
err2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC
IF0
err2023-06-21
err0
PREAI
errChen, Junran; Kollmeyer, Phillip; Chiang, Fei; Emadi, Ali
errShare
errSave
A Convolutional Neural Network for Estimation of Lithium-Ion Battery State-of-Health during Constant Current Operation
err2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC
IF0
err2023-06-21
err27
PREAI
errChen, Junran; Manivanan, Manjula; Duque, Josimar; Kollmeyer, Phillip; Panchal, Satyam; Gross, Oliver; Emadi, Ali
errShare
errSave
State of Charge Estimation of Lithium-Ion Batteries: Comparison of GRU, LSTM, and Temporal Convolutional Deep Neural Networks
err2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC
IF0
err2023-06-21
err4
PREAI
errNaguib, Mina; Kollmeyer, Phillip J.; Emadi, Ali
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errSave
Economic Payback Time of Battery Pack Replacement for Hybrid and Plug-In Hybrid Electric Vehicles
errIEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION
IF8.3
err2023-03-01
err6
errOAAI
errAnselma, Pier Giuseppe; Kollmeyer, Phillip J.; Feraco, Stefano; Bonfitto, Angelo; Belingardi, Giovanni; Emadi, Ali; Amati, Nicola; Tonoli, Andrea
errShare
errSave
Application of Deep Neural Networks for Lithium-Ion Battery Surface Temperature Estimation Under Driving and Fast Charge Conditions
errIEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION
IF8.3
err2023-03-01
err16
errOAAI
errNaguib, Mina; Kollmeyer, Phillip; Emadi, Ali
errShare
errSave
Cell selection and thermal management system design for a 5C-rate ultrafast charging battery module
errJOURNAL OF POWER SOURCES
IF7.9
err2022-12-01
err4
PREAI
errLempert, Jeremy; Kollmeyer, Phillip J.; He, Melissa; Haussmann, Mike; Cotton, James S.; Emadi, Ali
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errSave
Battery Dual Extended Kalman Filter State of Charge and Health Estimation Strategy for Traction Applications
err2022 IEEE/AIAA TRANSPORTATION ELECTRIFICATION CONFERENCE AND ELECTRIC AIRCRAFT TECHNOLOGIES SYMPOSIUM (ITEC+EATS 2022)
IF0
err2022-06-15
err5
PREAI
errDuque, Josimar; Kollmeyer, Phillip J.; Naguib, Mina; Emadi, Ali
errShare
errSave
Real-Time Performance and Driveability Analysis of a Clutchless Multi-Speed Gearbox for Battery Electric Vehicle Applications
err2022 IEEE/AIAA TRANSPORTATION ELECTRIFICATION CONFERENCE AND ELECTRIC AIRCRAFT TECHNOLOGIES SYMPOSIUM (ITEC+EATS 2022)
IF0
err2022-06-15
err3
PREAI
errLouback, Eduardo; Machado, Fabricio; Bruck, Lucas; Kollmeyer, Phillip J.; Emadi, Ali
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errSave

Research Directions

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