Industrial Internet Application Development

Time series data

Sensor and control systems are the core elements of the IIoT that produce enormous amounts of data through which we can determine various aspects of the physical system in various dimensions, such as performance, health, and anomalies. Typically, the sensor data is stored in a time series format. For example, temperature sensor reading at a timestamp of 12p.m. with a value of 15° can be referred to as a tag (temperature sensor), timestamp (time at which the reading happened), and value (actual value observed) respectively. In IIoT, there will be thousands of tags (aka sensor names) and its values need to be monitored to measure the overall system behavior of turbo machinery equipment for a holistic view of the machine health ...