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Kollmeyer, Phillip
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Sequence Training and Data Shuffling to Enhance the Accuracy of Recurrent Neural Network Based Battery Voltage Models

  • Technical Paper
  • 2024-01-2426
To be published on 2024-04-09 by SAE International in United States
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Microprocessor Execution Time and Memory Use for Battery State of Charge Estimation Algorithms

Published 2022-03-29 by SAE International in United States
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A Comparative Study between Physics, Electrical and Data Driven Lithium-Ion Battery Voltage Modeling Approaches

Published 2022-03-29 by SAE International in United States
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3D FEA Thermal Modeling with Experimentally Measured Loss Gradient of Large Format Ultra-Fast Charging Battery Module Used for EVs

Published 2022-03-29 by SAE International in United States
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Comparative Study between Equivalent Circuit and Recurrent Neural Network Battery Voltage Models

Published 2021-04-06 by SAE International in United States
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Multitarget Evaluation of Hybrid Electric Vehicle Powertrain Architectures Considering Fuel Economy and Battery Lifetime

Published 2020-06-30 by SAE International in United States
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Robust xEV Battery State-of-Charge Estimator Design Using a Feedforward Deep Neural Network

SAE International Journal of Advances and Current Practices in Mobility

  • Journal Article
  • 2020-01-1181
Published 2020-04-14 by SAE International in United States
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Battery Entropic Heating Coefficient Testing and Use in Cell-Level Loss Modeling for Extreme Fast Charging

SAE International Journal of Advances and Current Practices in Mobility

  • Journal Article
  • 2020-01-0862
Published 2020-04-14 by SAE International in United States
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A Review of Production Multi-Motor Electric Vehicles and Energy Management and Model Predictive Control Techniques

  • Technical Paper
  • 2024-01-2779
To be published on 2024-04-09 by SAE International in United States