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Internet of Things
IoT Anomaly detection Predictive maintenance Sensor Time series analysis Auto-regressive models Practicing Data Science Call workflow
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    Workflow
    Anomaly Detection. Control Chart
    Anomaly detection Time series analysis IoT
    +5
    This workflow performs anomaly detection using a control chart: - Calculate the "normal conditions" as the cumulative average +/-…
    knime > Examples > 50_Applications > 17_AnomalyDetection > 04_Creating_a_ControlChart_of_a_Time_Series
    3
    knime
  2. Go to item
    Workflow
    Anomaly Detection. Time Series AR Deployment
    Anomaly detection Time series analysis Auto-regressive models
    +7
    This workflow deploys a previously trained auto-regressive model for anomaly detection: - Select the date for deployment. Two mon…
    knime > Examples > 50_Applications > 40_Anomaly_Detection > 03_Time_Series_AR_Deployment
    3
    knime
  3. Go to item
    Workflow
    Anomaly Detection. Time Alignment & Visualization
    Anomaly detection Time series analysis Time alignment
    +7
    This workflow preprocesses and visualizes sensor data for anomaly detection: - Read FFT preprocessed data files with date, time, …
    knime > Examples > 50_Applications > 17_AnomalyDetection > 01_Preprocessing_Time_Alignment_and_Visualization
    2
    knime
  4. Go to item
    Workflow
    Anomaly Detection. Time Series AR Testing
    Anomaly detection Time series analysis Auto-regressive models
    +6
    This workflow tests the performance of previously trained auto-regressive models for anomaly detection: - Filter the data to the …
    knime > Examples > 50_Applications > 17_AnomalyDetection > 03b_Time_Series_AR_Testing
    2
    knime
  5. Go to item
    Workflow
    Anomaly Detection. Time Series AR Training Dataviz
    Anomaly detection Time series analysis Auto-regressive models
    +5
    This workflow trains an auto-regressive model for anomaly detection: - Filter the data to training data covering only normal func…
    knime > Examples > 50_Applications > 17_AnomalyDetection > 02_Time_Series_AR_Training_dataviz
    0
    knime

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