Faculty profile
Christopher Mechefske
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Research
Latest funding
- $234,000
Hybrid Data-driven Physics-based Modeling for Machine Fault Detection, Diagnosis, and Prediction
NSERC · 2019 · Principal investigator
- $200,000
Machine tool monitoring using data analytics and physics-based models
NSERC · 2018 · Principal investigator
- $240,000
Fuselage structural dynamic and vibro-acoustic analysis, modeling, and optimization
NSERC · 2018 · Principal investigator
Hybrid Data-driven Physics-based Modeling for Machine Fault Detection, Diagnosis, and Prediction
Principal investigators: Mechefske, Christopher
Keywords: data analytics; data modeling; physics-based modeling; analytical modeling; machine learning; deep learning; failure detection; fault diagnosis; degradation prediction; maintenance optimization
Machine tool monitoring using data analytics and physics-based models
Principal investigators: Mechefske, Christopher CK
Fuselage structural dynamic and vibro-acoustic analysis, modeling, and optimization
Principal investigators: Mechefske, Christopher CK
Keywords: Acoustic Noise Transmission Control; Aircraft Fuselage Vibrations; Computational (FE) Modeling; Experimental Modal Analysis; Topology Optimization; Vibration Reduction
Cutting Tool Wear and Performance Estimation using Acoustic Emission
Principal investigators: Mechefske, Christopher
Automotive door closure mechanism acoustic modeling and experimental verification
Principal investigators: Mechefske, Christopher
Characterization and Control of Non-Steady State Machine Vibration
Principal investigators: Mechefske, Christopher
Mining Skip Vibration Reduction during Unloading
Principal investigators: Mechefske, Christopher
Fuselage skin thickness versus acoustic barrier treatment
Principal investigators: Mechefske, Christopher
Initial meetings (2) with Wabi Iron and Steel Inc. to discuss research projects.
Principal investigators: Mechefske, Christopher
Vibration and noise reduction in MRI scanners
Principal investigators: Mechefske, Christopher
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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