Deep learning;Training;Event detection;Time series analysis;Power system stability;Feature extraction;Transformers;convolutional neural network;hardware-in-the-loop;unsupervised machine learning;phasor measurement units

Synchrophasor Data Event Detection using Unsupervised Wavelet Convolutional Autoencoders
Timely and accurate detection of events affecting the stability and reliability of power transmission systems is crucial for safe grid …
Jacob Buckelew, Sagnik Basumallik, Vasavi Sivaramakrishnan, Ayan Mukhopadhyay, Anurag K. Srivastava, Abhishek Dubey
Cite DOI