Intelligent Manufacturing and Industry 4.0 is a fast developing and exciting research area. We are offering Student Research Projects support in this context and welcome Students with their own topic proposals. If you are interested on carrying out a Research Project, Bachelor or Master Thesis, please carry out following steps in advance:
– 1) get familiar with tensorflow (focus on CNNs and RNNs): https://www.tensorflow.org/tutorials/
– 2) research on topics “predictive maintenance”, “transfer learning”, “anomaly detection” : https://scholar.google.de/scholar?hl=de&as_sdt=0,5&q=%22predictive+maintenance%22+or+%22transfer+learning%22+or+%22anomaly+detection%22
– 3) Do some experiments with tensorflow and some manufacturing data sets we have collected: http://amadata.l3s.uni-hannover.de/ (currently down, but about to be fixed)
Once done those three steps, please feel free to contact us!