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Showing 1 to 4 of 4 for “"bearing condition monitoring"”.
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Bearing failure detection in farm machinery using low-cost acoustic techniques
Unexpected bearing failures in agricultural equipment can result in considerable inconvenience, potential hazard, and monetary loss. Continuous bearing condition monitoring using vibration and audio spectrum analysis can detect imminent bearing failures before dangerous situations develop. Current …
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Vibration signatures of defective bearings and defect size estimation methods
Rolling element bearings are widely used in rotary machinery, often with extremely demanding performance criteria. The failure of bearings is the most common reason for machine breakdowns. Machine failures can be catastrophic, resulting in costly downtime and sometimes in human casualties. The …
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Application of Data Mining Algorithms for the Improvement and Synthesis of Diagnostic Metrics for Rotating Machinery
<p>Common applications of Condition-Based Maintenance utilize sensors mounted on mechanical components to diagnose failure conditions and incipient faults. The algorithms which process the raw data into diagnostic and prognostic indicators are typically derived from theoretical models, traditional …