Скачать или смотреть From MQTT to AI Dashboards: Real-Time EV Data Monitoring with TDengine IDMP

Electric vehicles generate massive volumes of telemetry data every second, from battery status and charging cycles to location and performance metrics. Turning that raw data into actionable insights requires real-time processing and intelligent visualization.

In this session, TDengine solutions architect Arun Arulraj will demonstrate how to build an end-to-end pipeline: ingesting EV telemetry data over MQTT, storing it efficiently in the high-performance time-series database TDengine TSDB, and transforming it into AI-powered dashboards with TDengine IDMP. In just 20 minutes, you'll see how to connect devices, manage large-scale data streams, and deliver instant insights for monitoring and decision-making.

Key takeaways:
How to use TDengine TSDB's zero-code MQTT data connector
How to manage data in the TDengine system
How to use TDengine IDMP to perform AI-driven visualization and analysis of your data

Learn more at https://tdengine.com