TDengine Blog
View the latest articles about time-series databases and industrial data processing
Build Your First Industrial Data Stack with TDengine Through an MQTT Broker
In this walkthrough, we’ll show how to ingest that live MQTT data into TDengine TSDB for high-performance storage and querying, and then use TDengine IDMP to model assets and perform visualization and analytics.
Arun Arulraj
August 24, 2026 | Industrial Data
Free Public MQTT Data Feed: Real-Time Solar Fleet Simulation Now Available
We're excited to announce the launch of a free, public MQTT data feed that simulates a realistic California solar fleet.
Arun Arulraj
August 21, 2026 | Engineering
TDengine Free Tier Workshop Manual
Hands-On Scenario: Solar Power Monitoring Workshop objective: You are responsible for monitoring a solar installation with multiple inverters. During the workshop, you’ll turn raw solar telemetry
Arun Arulraj
August 12, 2026 | AI-Native Industrial Data Foundation
TDengine Makes Its Complete AI-Native Industrial Data Platform Free Forever for Up to 5,000 Tags
The TDengine Free Tier gives organizations of any size full functionality and performance—from time-series data management and industrial modeling to advanced analytics and AI, with
TDengine Team
July 28, 2026 | Press Releases
How a Factory Built an Industrial-Grade App on TDengine Historian in Three Days
A chemical plant engineer without a formal software development background used an AI Agent and the TDengine Historian SDK to build and deploy an industrial-grade
Arun Arulraj
July 10, 2026 | AI-Native Industrial Data Foundation, Data Historian
Why a TSDB + Grafana Is Not Enough to Replace PI System
A few years ago, when we first started introducing TDengine to industrial customers, we started hearing a pattern. More teams were looking for alternatives to
Jim Fan
July 8, 2026 | TDengine vs. PI System
Built-In AI in the TDengine Historian: From Question to Root Cause
From a Single Question to a Root Cause Investigation For years, industrial AI has been associated with large projects. Build an AI agent. Connect it
Arun Arulraj
July 8, 2026 | AI-Native Industrial Data Foundation, Data Historian
TDengine Historian Excel Add-In: Analyze Industrial Data in Excel
Key takeaways Industrial data analysis in Excel with the TDengine Historian Excel Add-In If you’ve used PI DataLink, you already understand TDengine EAI PI DataLink
Jim Fan
July 7, 2026 | TDengine vs. PI System, Data Historian, Industrial Data
TDengine TSDB in Shale Gas: From Data Silos to Unified Operations
In shale gas production operations, automated data collection was already in place across gas wells, stations, compressors, and LNG/CNG facilities. But earlier SIS, BPCS, SCADA,
TDengine Team
July 2, 2026 | Case Studies, Industrial Data
How TDengine Historian Heatmaps Reveal Equipment Operating Patterns
In a typical factory scenario, 30 compressors report three Tags: temperature, pressure, and vibration. Over three months, that adds up to tens of millions of
Arun Arulraj
June 29, 2026 | Industrial Data


