Calculated fields in Trendz offer the ability to compute various metrics based on existing telemetry and attributes. These metrics can serve different purposes, from visualization in reports to triggering actions or reuse in other computations. What’s more, Trendz allows you to save these calculated metrics as device or asset telemetry back to ThingsBoard, enhancing the functionality of your IoT application. Let’s explore a few examples of how this feature can be utilized:
- By using the calculated metrics as input parameters for further calculations or predictions, you can enhance the accuracy and effectiveness of subsequent analyses. This empowers you to make more informed decisions based on reliable data.
- Creating alarms based on the calculated telemetry enables proactive monitoring and timely response. By setting thresholds or conditions, you can trigger alerts when the calculated values reach critical levels. This ensures that appropriate actions are taken promptly.
- Utilizing the calculated telemetry, you can set up notifications that provide real-time updates or alerts to relevant stakeholders.
- Performance Optimization - Once the metrics are computed and saved as telemetry, you can optimize the performance of the Trendz server. Instead of loading raw telemetry and recomputing metrics each time when they are required, the pre-computed metrics can be loaded directly from ThingsBoard. This reduces the load on the server, resulting in faster and more efficient operations.
Simplified workflow for saving calculated metrics to ThingsBoard is the following:
- Create Trendz calculated field to compute required metric
- Visualize metric in Table view
- Configure background job that will run calculations for new incoming telemetry
- Save computed metrics as a new telemetry to ThingsBoard
Detailed step-by-step tutorial how to do this you can find in this article - Sync to ThingsBoard.
Getting started guide - These guide provide quick overview of main Trendz features.
Installation guides - Learn how to setup ThingsBoard on various available operating systems.
States - Learn how to define and analyse states for assets based on raw telemetry.
Group and Aggregate data - Learn how to group and aggregate data in Trendz.
Prediction - Learn how to make forecasts and predict telemetry behavior.
Filters - Learn how filter dataset during analysis.
Available Visualizations - Learn about visualization widgets available in Trendz and how to configure them.
Share and embed Visualizations - Learn how to add Trendz visualizations on ThingsBoard dashboard or 3rd party web pages.