High-Performance, Scalable Time-Series Database for Industrial IoT
From predictive maintenance and remote monitoring to AI and ML, the latest industrial applications all have one thing in common — a reliance on large, high quality datasets. And no database better helps you gain real-time insights than TDengine™, the only time-series database designed for Industrial IoT.
10x Higher Performance at Any Scale
With its distributed scalable architecture that grows together with your business, TDengine can store and process massive datasets up to 10.6x faster than other TSDBs — all while providing the split-second latency that your real-time visualization and reporting apps demand.
High Performance Distributed Design
90% Reduction of Data Storage Costs
With its unique design and data model, TDengine provides the most cost-effective solution for storing your operations data, including tiered storage, S3, and 10:1 data compression, ensuring that you can get valuable business insights from your data without breaking the bank.
Tiered Storage High Compression
Zero-Code Data Consolidation Across Sites
With built-in connectors for a wide variety of industrial sources — MQTT, Kafka, OPC, PI System, and more — TDengine delivers zero-code data ingestion and extract, transform, and load (ETL) in a centralized platform that acts as a single source of truth for your business.
Data Consolidation Data Sources
Comprehensive Solution for Industrial Data
With out-of-the-box data subscription, caching, and stream processing, TDengine is more than just a time-series database — it includes all key components needed for industrial data storage and processing built into a single product and accessible through familiar SQL statements.
Comprehensive Solution
AI Agent for Time-Series Analytics
TDgpt is a built-in component of TDengine that provides time-series data forecasting & anomaly detection, supporting AI/ML, including time-series foundation models and large language models, as well as traditional statistical algorithms, all in a single SQL statement.
TDgpt
Proudly Open Source
TDengine is built on the open-source time-series database TDengine OSS
Develop applications with TDengine’s client libraries in your favorite programming language
Trusted by 300+ Industrial Customers Worldwide
McDonald’s achieves sub-second analytics at scale with TDengine
Siemens simplifies industrial data processing workflows with TDengine
Lotus increases data handling capacity and efficiency to serve car owners worldwide
Extracellular ensures seamless data collection and long-term scalability for bioprocess data
Nevados streamlines data operations for solar trackers with TDengine
TCL builds an energy management platform for Industry 4.0 resource monitoring
Mingyang stores billions of data points from 15,000 wind turbines in TDengine
Gotion ingests millions of BESS data records daily at 10:1 compression in TDengine
CATL monitors key predictive maintenance metrics for over 10,000 devices in real time
Modern Solutions for Modern Industrial Applications
Predictive Maintenance
TDengine provides the ideal data backbone for powering IIoT predictive maintenance initiatives to optimize operations, reduce downtime, and enhance decision-making across industries like process manufacturing, renewable energy, and oil & gas.
Our SolutionHigh-Frequency Data
TDengine efficiently handles high-frequency data ingestion, compresses data to reduce storage costs, and enables fast querying for real-time monitoring and analysis in industrial applications.
Our SolutionCondition Monitoring
With its high ingestion rate, efficient storage, real-time processing capabilities, seamless scalability, and integrated solutions, TDengine is the ideal choice for condition monitoring in any industrial setting.
Our SolutionOperational Efficiency
With its high ingestion rate, efficient storage, real-time processing capabilities, seamless scalability, and integrated solutions, TDengine is the ideal choice for optimizing operational efficiency across various industries.
Our SolutionStart in 60 Seconds
Exploring a new system shouldn’t require a big investment — of time or money. Instead of spending months in contract negotiations, get started with TDengine Cloud in a few seconds with no upfront costs. With standard SQL support, zero-code integration with a variety of data sources, and client libraries for popular programming languages, TDengine makes digital transformation easier than ever.
Latest Updates
By partnering with TDengine, McDonald’s successfully transformed its server monitoring pipeline into a real-time analytics platform.
This article discusses various reflections from real conversations with EMS and BESS software teams.
To help battery storage enterprises realize the benefits of improving their data infrastructure, TDengine has made public a demo environment that simulates the storage and processing of EMS data.
TDengine now monitors key metrics for over 10,000 devices at CATL, boosting predictive maintenance accuracy to 95% and enhancing production stability.
For high-frequency telemetry environments like cell-cultivated product manufacturing, virtual tables offer a powerful way to make data infrastructure more efficient and user-friendly.
TDengine achieves compression ratios 2.3x to 25.8x superior to InfluxDB across different real-world time-series datasets.
