Phillip J. Kollmeyer - Publications, H-index & Citations

Phillip J. Kollmeyer

mcmaster automotive resource centre

31H指数

102论文数

5.0K被引数

收录论文 45

发表时间

Comprehensive Design of an Electric Vehicle Battery Pack and Management System with Microprocessor Memory Use Analysis 电动汽车电池包及管理系统综合设计与微处理器内存使用分析

Energies

IF3.2

2026-09-03

OAAI

Romulo Navega Vieira; Tridib Banik; Puzhou Wang; Edgar Shlensky; Lucas Nahid; Kavish Wadehra; Lewis Gross; Mahir Nasar; Ryan Ahmed; Phillip Kollmeyer

Battery state-of-power estimation: A machine learning battery model with numerical searching approach 电池功率状态估计：一种基于数值搜索方法的机器学习电池模型

Journal of Energy Storage

IF9.8

2026-06-22

OAAI

Junran Chen; Qi Yao; Phillip Kollmeyer; Carlos Vidal; Mina Naguib; Satyam Panchal; Ali Emadi

Battery state-of-health estimation using CNNs with transfer learning and multi-modal fusion of partial voltage profiles and histogram data 基于迁移学习和多模态融合（部分电压曲线和直方图数据）的卷积神经网络电池健康状态估计

APPLIED ENERGY

IF11

2025-06-17

PREAI

Chen, Junran; Kollmeyer, Phillip; Ahmed, Ryan; Emadi, Ali

Regression based battery state of health estimation for multiple electric vehicle fast charging protocols 基于回归的多电动汽车快速充电协议电池健康状态估计

JOURNAL OF POWER SOURCES

IF7.9

2024-12-01

OAAI

Acquarone, Matteo; Miretti, Federico; Giuliacci, Tiziano Alberto; Duque, Josimar; Misul, Daniela Anna; Kollmeyer, Phillip

Experimental Performance Analysis of LG E-66 Cells from a Fast-Charging Porsche Taycan Battery Module 来自快速充电保时捷Taycan电池模块的LG E-66电池的实验性能分析

2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024

IF0

2024-06-19

PREAI

Uwalaka, Lucia; Yao, Qi; Duque, Josimar; Kollmeyer, Phillip; Emadi, Ali

Experimental Results of Battery Power Capability Measurement on Cells with Different State of Health Levels

2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024

IF0

2024-06-19

PREAI

Chen, Junran; Kollmeyer, Phillip; Panchal, Satyam; Masoudi, Yasaman; Gross, Oliver; Emadi, Ali

Battery Aging Mechanisms Under Different Fast Charging Protocols: A Comparative Study on State of Health Estimation

2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024

IF0

2024-06-19

PREAI

Yao, Qi; Kollmeyer, Phillip J.; Emadi, Ali

A Comparison Study of Unidirectional and Bidirectional Recurrent Neural Network for Battery State of Charge Estimation

2024 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ITEC 2024

IF0

2024-06-19

PREAI

Yao, Qi; Kollmeyer, Phillip J.; Lu, Dylan Dah-Chuan; Emadi, Ali

Loss Modeling and Testing of 800-V DC Bus IGBT and SiC Traction Inverter Modules

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-06-01

PREAI

Allca-Pekarovic, Alexander; Kollmeyer, Phillip J.; Reimers, John; Mahvelatishamsabadi, Parisa; Mirfakhrai, Tissaphern; Naghshtabrizi, Payam; Emadi, Ali

Experimental Characterization and Modeling of a YASA P400 Axial Flux PM Traction Machine for Performance Analysis of a Chevy Bolt EV

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

IF4.5

2024-03-01

PREAI

Allca-Pekarovic, Alexander; Kollmeyer, Phillip J.; Forsyth, Alexander; Emadi, Ali

Transformer-Based Deep Learning Strategies for Lithium-Ion Batteries SOX Estimation Using Regular and Inverted Embedding

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Guirguis, John; Abdulmaksoud, Ahmed; Ismail, Mohanad; Kollmeyer, Phillip J.; Ahmed, Ryan

Feedforward and NARX Neural Network Battery State of Charge Estimation with Robustness to Current Sensor Error

2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC

IF0

2023-06-21

PREAI

Vieira, Romulo Navega; Kollmeyer, Phillip; Naguib, Mina; Emadi, Ali

Lithium-ion Battery State-of-Health Estimation via Histogram Data, Principal Component Analysis, and Machine Learning

2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC

IF0

2023-06-21

PREAI

Chen, Junran; Kollmeyer, Phillip; Chiang, Fei; Emadi, Ali

A Convolutional Neural Network for Estimation of Lithium-Ion Battery State-of-Health during Constant Current Operation

2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC

IF0

2023-06-21

PREAI

Chen, Junran; Manivanan, Manjula; Duque, Josimar; Kollmeyer, Phillip; Panchal, Satyam; Gross, Oliver; Emadi, Ali

State of Charge Estimation of Lithium-Ion Batteries: Comparison of GRU, LSTM, and Temporal Convolutional Deep Neural Networks

2023 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO, ITEC

IF0

2023-06-21

PREAI

Naguib, Mina; Kollmeyer, Phillip J.; Emadi, Ali

Economic Payback Time of Battery Pack Replacement for Hybrid and Plug-In Hybrid Electric Vehicles 混合动力和插电式混合动力汽车电池组更换的经济回收期

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2023-03-01

OAAI

Anselma, Pier Giuseppe; Kollmeyer, Phillip J.; Feraco, Stefano; Bonfitto, Angelo; Belingardi, Giovanni; Emadi, Ali; Amati, Nicola; Tonoli, Andrea

Application of Deep Neural Networks for Lithium-Ion Battery Surface Temperature Estimation Under Driving and Fast Charge Conditions 深度神经网络在驾驶和快速充电条件下锂离子电池表面温度估计中的应用

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2023-03-01

OAAI

Naguib, Mina; Kollmeyer, Phillip; Emadi, Ali

Cell selection and thermal management system design for a 5C-rate ultrafast charging battery module

JOURNAL OF POWER SOURCES

IF7.9

2022-12-01

PREAI

Lempert, Jeremy; Kollmeyer, Phillip J.; He, Melissa; Haussmann, Mike; Cotton, James S.; Emadi, Ali

Battery Dual Extended Kalman Filter State of Charge and Health Estimation Strategy for Traction Applications 用于牵引应用的电池双扩展卡尔曼滤波器荷电状态和健康估计策略

2022 IEEE/AIAA TRANSPORTATION ELECTRIFICATION CONFERENCE AND ELECTRIC AIRCRAFT TECHNOLOGIES SYMPOSIUM (ITEC+EATS 2022)

IF0

2022-06-15

PREAI

Duque, Josimar; Kollmeyer, Phillip J.; Naguib, Mina; Emadi, Ali

Real-Time Performance and Driveability Analysis of a Clutchless Multi-Speed Gearbox for Battery Electric Vehicle Applications

2022 IEEE/AIAA TRANSPORTATION ELECTRIFICATION CONFERENCE AND ELECTRIC AIRCRAFT TECHNOLOGIES SYMPOSIUM (ITEC+EATS 2022)

IF0

2022-06-15

PREAI

Louback, Eduardo; Machado, Fabricio; Bruck, Lucas; Kollmeyer, Phillip J.; Emadi, Ali

研究方向