Can I read Energy Consumption Anomaly Detection on EtoBox?
Energy Consumption Anomaly Detection by ZuniButt is a document available to read on EtoBox.
What is Energy Consumption Anomaly Detection about?
The document outlines a process for detecting anomalies in energy consumption data using a Gaussian Mixture Model for clustering and a Deep Neural Network Autoencoder for reconstruction error analysis. It includes steps for loading and preprocessing data, training the autoencoder on normal data, and identifying anomalies based on reconstruction error thresholds. Finally, it visualizes the anomalies and saves the results to a CSV file.
- Author
- ZuniButt
- Language
- EN