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We offer the following reserach topic: Thesis - Advanced Battery State Estimation Algorithms models using smart sensors Your Responsibilities Literature review of possible smart ... model based on real test data Your Profile Ongoing bachelor studies in the fields of Electrical engineering / electronics, Automotive engineering, Automation technology, Telematics ...
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We offer the following reserach topic: Thesis - Machine learning based testing of battery and fuel cells Your Responsibilities Fitting Physical Models to the test measurements of ... the Batteries or Fuel Cells are a powerful tool in capturing their inner characteristics. However, the fidelity of the physical model is highly dependent on the set of physical ...
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... of a battery (ECC) State Space Model (SS-Model) on time invariant model parameters (R & C constant) Implementation and comparison of different ML algorithms like NN, LSTM, Decision ... synthetic data set generated by an ECC Comparison of at least two different ML algorithms (NN mandatory) to R & C parameter estimation Time variant model parameters (R & C) (optional) How ...
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... for cloud-based BMS system. Algorithm development of cloud-based Battery Core Function algorithms Validation of the model based on real test data Your Profile Ongoing bachelor ...
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... work on prompt engineering and fine-tuning of large language models, in collaboration with industry experts. The objective of the thesis is to learn the dependency between ...
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