17_AnomalyDetection
This directory contains 7 workflows.
01_Preprocessing_Time_Alignment_and_Visualization
Anomaly Detection. Time Alignment & Visualization This workflow preprocesses and visualizes sensor data for anomaly detection: - Read FFT preprocessed data […]
02_Time_Series_AR_Training
Anomaly Detection. Time Series AR Training This workflow trains an auto-regressive model for anomaly detection: - Filter the data to training data […]
02_Time_Series_AR_Training_dataviz
Anomaly Detection. Time Series AR Training Dataviz This workflow trains an auto-regressive model for anomaly detection: - Filter the data to training […]
03a_Time_Series_AR_Deployment
This workflow deploys a previously trained auto-regressive model for anomaly detection: - Select the date for deployment. Two months of its past values […]
03b_Time_Series_AR_Testing
Anomaly Detection. Time Series AR Testing This workflow tests the performance of previously trained auto-regressive models for anomaly detection: - […]
04_Creating_a_ControlChart_of_a_Time_Series
Anomaly Detection. Control Chart This workflow performs anomaly detection using a control chart: - Calculate the "normal conditions" as the cumulative […]
Send_Email_to_start_checkup
Send email to start checkup This workflow simply sends an email. It is called via a Call Workflow node from a parent workflow. TAGS: […]