Chapter 11
This directory contains 6 workflows.
01_Preprocessing_Time_Alignment_and_Visualization
Preprocessing,Time Alignment and Visualization This workflow preprocesses and visualizes sensor data for anomaly detection: - Read FFT preprocessed […]
02_Time_Series_AR_Training
Time Series AR Training This workflow trains an auto-regressive model for anomaly detection: - Filter the data to training data covering only normal […]
03a_Time_Series_AR_Deployment
Anomaly Detection. Time Series AR Deployment This workflow deploys a previously trained auto-regressive model for anomaly detection: - Select the date […]
03b_Time_Series_AR_Visualization
Time Series AR Visualization This workflow visualizes the performance of previously trained auto-regressive models for anomaly detection: - Filter the […]
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 average +/- […]
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: anomaly […]