Memristor-based LSTM neuromorphic circuits for offshore wind turbine blade fault detection
(2023)
Journal Article
Burton, H., Bouillard, J. S., & Kemp, N. (in press). Memristor-based LSTM neuromorphic circuits for offshore wind turbine blade fault detection. IEEE International Symposium on Circuits and Systems, 2023, 1-5. https://doi.org/10.1109/ISCAS46773.2023.10181552
The UK offshore wind industry is rapidly growing to meet CO2 emission targets. However, the main drawback of the offshore environment is the increased cost of maintenance. Artificial Neural Networks (ANN) show great potential to reduce this cost. Lon... Read More about Memristor-based LSTM neuromorphic circuits for offshore wind turbine blade fault detection.