TDengine
TDengine is a next-generation data historian designed for Industry 4.0 and Industrial IoT, offering real-time data ingestion, storage, analysis, and distribution.
Company Overview
TDengine is a next-generation data historian purpose-built for Industry 4.0 and Industrial IoT. Designed to centralize, store, analyze, and share massive amounts of industrial data, TDengine supports real-time data ingestion and processing of petabytes per day. This enables traditional industries to achieve digital transformation and improve operational efficiency.
Products
TDengine offers two main products: TDengine Enterprise and TDengine Cloud. TDengine Enterprise provides on-premises solutions for data storage and analysis while TDengine Cloud offers a fully managed cloud service for industrial data workflows. Both products support real-time data ingestion, analysis, and distribution, ensuring scalable and efficient data management for large industrial datasets.
Integration and Compatibility
TDengine supports integration with several industrial data sources such as PI System, Wonderware Historian, MQTT, and OPC. It also features built-in stream processing, caching, and data subscription components. The platform includes client libraries for popular programming languages like Python, Java, Go, and C++, facilitating seamless interoperability with various systems.
Architectural Features
TDengine's architecture is designed to support deployment on the edge, on local servers, or in public, private, or hybrid clouds. With its cloud-native design, the platform offers scalability, elasticity, and resilience for managing large datasets. Key features include a unique storage engine optimized for time-series data and a data model that incorporates 'one table for one data collection point' and 'super table' concepts.
Analytics and Ecosystem
TDengine provides advanced analytics capabilities, including remote monitoring, predictive maintenance, and abnormality detection. It integrates with third-party visualization and business intelligence tools like Grafana, Power BI, and Seeq. Additionally, TDengine's open ecosystem facilitates easy integration with AI tools and other modern technologies, supporting comprehensive industrial data analysis and visualization.