Anomalies
Here in the "Anomalies", there are three types of anomalies that can be detected such as Parameter Anomaly, Missing Device Anomaly and Time Variation Anomaly.
Missing device anomaly occurs when a device fails to send data for a particular period of time. For instance, if a device that should regularly transmit data every hour does not send any data for a continuous period, it may indicate a missing device anomaly.
Time Variation Anomaly identified when there is a significant variation in the time of sending data from the devices. This anomaly may occur if devices are supposed to send data at fixed intervals but show irregular time gaps between data transmissions. The anomalies section helps in monitoring and identifying irregularities or issues with the devices' behavior and data transmission.
Parameter Anomaly detected when there is an abnormal or unexpected behavior in a specific parameter of the devices. For example, if a temperature sensor is reporting unusually high or low values compared to its typical range, it may trigger a parameter anomaly.
By categorizing the anomalies into parameter, missing device, and time variation types, it becomes easier for users to recognize and address different kinds of device-related problems effectively. This enhances the overall performance and reliability of the devices within the OneSense platform.