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View the latest articles about time-series databases and industrial data processing
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
Battery Manufacturing: Tracing Cell Quality and Safety Risks
As the global energy storage and renewables industries expand rapidly, the consistency and service life of prismatic lithium iron phosphate (LFP) energy storage cells have
Jim Fan
September 5, 2026 | Renewables
Urban Gas Safety: Tracing Leaks Before Shutdowns
A city gas distribution system runs on high-, medium-, and low-pressure pipelines that crisscross the city, and the effect of a single leak often does
Jim Fan
September 5, 2026 | Utility
