The following is a short list of applications of QCM technology in engineering, manufacturing and industrial process monitoring. The list is not in chronological order. In certain cases, publicly available material from clients is shown.
More information on each application is available upon request. Most applications are documented in the present blog.
Counterfeit chip detection

Health Monitoring on board of armored vehicles

Thermal Runaway early warning in industrial batteries

Early warning in petroleum plant compressor failure

Failure early warning in engine durability testing

Anomaly detection in Complex Systems

Measuring Resilience of Airspace and ATC Workload in Air Traffic Management

Nuclear reactor safety analysis

Complexity-based Computer Aided Design

Finding simplest design with same performance, James Webb Space Telescope payload adapter

Test data analysis

Measuring the credibility of computer models versus physical test

Analysis of multi-discipline/multi-physics simulations

On-board Health Monitoring and anomaly early warnings

Blast furnace monitoring and production data analysis

Real-time Battle Damage assessment

Terrain complexity analysis for path planning

Least complex route identification in GPS navigation

Measuring robustness of complex systems and robustness breakdown

Navy logistics and operations fragility (risk) analysis

Real-time traffic complexity monitoring via webcams and IP cameras

Image processing – complexity as a new image attribute

Real-time monitoring of bridge stability and quantification of structural aging

Real-time monitoring of car electronics complexity and early anomaly detection

Troops monitoring based on vital signs

Measuring overall cabin comfort in commercial aircraft


Incredibly impressive list of applications. Looking forward to the experiment with weather data.
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I didn’t believe complexity management could be applied to so many different scenarios. QCM is certainly an investigative tool capable of revealing aspects of often unknown phenomena or complex mechanisms
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