TDengine Blog
View the latest articles about time-series databases and industrial data processing
From 4,000 to 34,000 Trackers: How Nevados Scaled to a 1 GW Solar Fleet with TDengine
By the end of the first month, all 4,000 trackers were streaming data into TDengine Cloud, and the engineering team could query billions of records instantly through TDengine’s Data Explorer or Grafana dashboards.
Jim Fan
December 3, 2025 | Case Studies, Renewable Energy
Ingest Data from Wonderware Historian
This guide will walk through how to pull data from Wonderware Historian and ingest it into TDengine, either migrating from Wonderware or synchronizing existing data, enabling you to modernize your architecture without disrupting existing operations.
Arun Arulraj
November 25, 2025 | Industrial Data
Modernize Your Wonderware Sites with TDengine
TDengine's new Wonderware connector overcomes the performance limitations of Wonderware Historian and centralizes data from multiple sites.
Jeff Tao
November 24, 2025 | Engineering
Understanding Industrial Data Standardization
By eliminating ambiguity and enforcing shared definitions, IDMP gives industrial teams a clean, consistent foundation for analysis, optimization, and AI-driven decision-making.
Arun Arulraj
November 19, 2025 | Engineering
Understanding Industrial Data Contextualization
From energy optimization to predictive maintenance, from real-time dashboards to AI-driven analysis, every industrial initiative depends on one thing: whether the data carries the right context.
Arun Arulraj
November 18, 2025 | News
Understanding Industrial Data Modeling
By modeling complex operational data into a contextual digital catalog, TDengine IDMP enables industrial enterprises to move from reactive monitoring to proactive intelligence.
Arun Arulraj
November 17, 2025 | Engineering
AI Readiness: TDengine vs. PI System
TDengine’s AI-native architecture turns raw data into real-time intelligence.
Jeff Tao
November 6, 2025 | TDengine vs. PI System
Vendor Lock-In and Data Freedom: TDengine vs. PI System
Once your time-series data is trapped in a proprietary ecosystem, every migration, integration, or upgrade becomes a challenge.
Jeff Tao
November 6, 2025 | TDengine vs. PI System
Cloud Experience: TDengine vs. PI System
TDengine offers a true “run-anywhere” model: one engine, one experience, on-premises or in the cloud.
Arun Arulraj
November 6, 2025 | TDengine vs. PI System
Pricing Comparison: TDengine vs. PI System
By combining enterprise-grade performance with a transparent cost structure, TDengine has become an ideal choice for teams looking to modernize their data architecture at an affordable price.
Jim Fan
November 4, 2025 | TDengine vs. PI System
