@inproceedings{, author = {Pohlmann, Sebastian; Mashayekh, Ali; Karnehm, Dominic; Kuder, Manuel; Neve, Antje; Weyh, Thomas}, title = {Lithium Ion Batteries Impedance Approximation and Model Parameterization Using Artificial Neural Networks}, editor = {}, booktitle = {2024 IEEE International Conference on Industrial Technology (ICIT)}, series = {}, journal = {}, address = {Piscataway, NJ}, publisher = {IEEE}, edition = {}, year = {2024}, isbn = {979-8-3503-4026-6 ; 979-8-3503-4027-3}, volume = {}, number = {}, pages = {1-6}, url = {}, doi = {10.1109/ICIT58233.2024.10540962}, keywords = {Temperature measurement ; Training ; Visualization ; Time-frequency analysis ; Training data ; Artificial neural networks ; Predictive models ; lithium-ion battery ; EIS ; machine learning}, abstract = {}, note = {}, institution = {Universität der Bundeswehr München, Fakultät für Elektrotechnik und Technische Informatik, ETTI 2 - Institut für Verteilte Intelligente Systeme, Professur: Neve, Antje}, }