samantaheri71/LSTM-Models-FDD-task

Here we share our experiments regarding training different DRNN configurations on the fault detection diagnosis of HVACs. The repository contains a fully-developed pipeline for data preprocessing of a common HVAC datasets, as well as different file configurations used in the paper. The objective was to optimize the associated hyperparameters, which is a very difficult task.

Jupyter Notebook