Is it possible to utilize LSTM for classifying the switches states of three phase inverter for linear or nonlinear load

I have generated the input (control variable)and output (switching signal)data employing pi controller as bench mark and now I’m trying to utilize LSTM to classify output of switch states. I would like to know how i can use this data to train lstm likewise we do in FNN.

Answer 1

[yanqi liu]

yes，sir，may be use fullyConnectedLayer after lstm to sim FNN

[Muhammad]

How the structure of the code be like. As we have use fullyconnectedlayer after lstm as given in some Matlab examples but still its not working for time series data for predicting or classifying the states.

Do we need to first find the sequence from input/output data.