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Online capacity estimation of lithium-ion batteries with deep long short-term memory networks2020 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access
Weihan Li, Neil Sengupta, Philipp Dechent, David A. Howey, Anuradha M. Annaswamy, Dirk Uwe Sauer
366citations -
Using Synthesized IMU Data to Train a Long-Short Term Memory-based Neural Network for Unobtrusive Gait Analysis with a Sparse Sensor Setup6citations
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Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert
8citations -
Predicting the Time Until a Vehicle Changes the Lane Using LSTM-Based Recurrent Neural Networks2021 IEEE Robotics and Automation Letters article Engineering Autonomous Vehicle Technology and Safety Open access
Florian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
38citations -
Recurrent neural networks as virtual cavity pressure and temperature sensors in high-pressure die casting2024 The International Journal of Advanced Manufacturing Technology article Engineering Fault Detection and Control Systems Open access
Maximilian Rudack, Michael Rom, Lukas Bruckmeier, Mario Moser, Björn Pustal, Andreas Bührig–Polaczek
3citations -
Topology Identification in Low-Voltage Grids using Neural Networks2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Optimal Power Flow Distribution
Franziska Tischbein, Antoni Chajan, Luis Böttcher, Andreas Ulbig
2citations
16 results