TDengine Blog
View the latest articles about time-series databases and industrial data processing
How a Factory Built an Industrial Alarm Management App with TDengine in Three Days
A chemical plant engineer without a formal software development background used an AI Agent and the TDengine IDMP SDK to build and deploy an industrial-grade
Arun Arulraj
September 28, 2026 | AI-Native Industrial Data Foundation, Data Historian
How Zendure Scaled Its Home Energy Platform to 1.17 Million Devices—and Cut Storage Costs by 80%
Introduction Zendure’s plug-and-play home energy management systems are backed by a home energy storage data platform. Its solar storage devices are used in more than
Arun Arulraj
September 11, 2026 | Case Studies
Wastewater Treatment: Tracing Effluent Exceedances to Root Causes
A municipal wastewater treatment plant runs an A2/O process (anaerobic-anoxic-oxic) with its effluent managed against a strict discharge limit. That standard caps suspended solids (SS)
Arun Arulraj
September 5, 2026 | Environmental
Environmental Monitoring: Tracing Wastewater and Emissions Exceedances
Every day the city ecological environment monitoring center keeps an eye on a large number of discharge outlets, with online monitoring data for COD, ammonia
Arun Arulraj
September 5, 2026 | Environmental
Aluminum Processing: Tracing Final Inspection Failures to Process Causes
Every plant making advanced aluminum products faces the same headache: final inspection rejects the product, and no one knows which process stage started the failure.
Arun Arulraj
September 5, 2026 | Manufacturing
Special Steel Production: Detecting Segregation and Cracking Risk
In smelting and hot rolling of high-end special steel such as premium bearing steel GCr15, a production line is no longer a simple stack of
Arun Arulraj
September 5, 2026 | Manufacturing
Specialty Paper Lines: Detecting Quality and Web-Break Risk
In specialty paper production (anti-counterfeit watermark paper, security paper), the paper machine is more than a large piece of machinery. It is a complex physical
Arun Arulraj
September 5, 2026 | Manufacturing
Servo System Testing: Tracing EHA Defects Across Test Data
Anyone who works with aerospace EHA testing knows the feeling: the oscilloscope captures every signal, but deciding what failed still comes down to manual file-by-file
Arun Arulraj
September 5, 2026 | Manufacturing
CNC Machining: Detecting Equipment Degradation Before Downtime
Early degradation risks and digital gaps in precision CNC manufacturing In precision component manufacturing, especially when machining aviation-grade 7075 aluminum alloy structural parts at high
Arun Arulraj
September 5, 2026 | Manufacturing
Onshore Wind Farms: Diagnosing Turbine Deviation and Power Loss
With large-scale renewable energy grid integration today, an onshore wind farm is no longer just a collection of assets with turbines spread across complex terrain.
Arun Arulraj
September 5, 2026 | Renewables
