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Line Frequency Harmonics of VFD-Driven Motor in Peakvue Spectra
PeakVue spectra reveal 2× line frequency harmonics in VFD-driven motors due to electromagnetic forces exciting high-fre…
Hidden Misalignment Behind Tyre-Type Elastic Coupling
Small contamination, misalignment, and other factors can cause unexpected stops in tyre-type elastic elements.
Low Speed Vibration Analysis - The Importance of the Right Setup
A suitable collection setup for low-speed bearings (5 RPM) enabled the identification of faults in the Magnetic Separat…
Wear on Centrifugal Pump Rotors Due to Erosion-Corrosion
Wear on centrifugal pump rotors due to erosion, corrosion, or cavitation causes dynamic imbalance, excessive vibrations…
Circular Plot for Imbalance Prediction
When analyzing the circular waveform, we clearly perceive the imbalance in the equipment. Technologies evolve and help …
Gear Failures at Heat Plant Heating Boiler Mixer Screw Reducer
RMS 130 Housing Worm reducer experienced gear fractures and cracked bearings.
Bearing Failure Prediction at a Process Fan
Data-driven maintenance enables confident planning, smarter decisions, and safer operations. Asensiot empowers field wo…
Gear Tooth Failure Detection in a Ball Mill Gearbox Using HD Envelope Analysis
HD Envelope analysis successfully identified a damaged gear tooth in a MAAG gearbox driving a Ball Mill, despite limite…
Real-Time Anomaly Detection in Industrial Systems with Machine Learning
Real-time anomaly detection powered by machine learning identifies inefficiencies, leaks, or failures in industrial env…
𝗗𝗲𝗰𝗼𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗻𝗴 𝗧𝗶𝗺𝗲: 𝗧𝗵𝗲 𝗣𝗿𝗼𝗽𝗵𝗲𝘁 𝘃𝘀. 𝗧𝗵𝗲 𝗠𝘂𝘀𝗶𝗰𝗶𝗮𝗻
Time series plots reveal past events, and two approaches can be used to interpret them: the Time Domain, focusing on se…
Roll Dryer Bearing Damage Prediction by Shock Pulse Method - HD
Condition Based Maintenance (CBM) program in the Dryer Section PM2 area detected damage to the Roll Dryer 1 FS bearing …
Understanding Beat Pattern in Signals
Two sine waves, 1 Hz and 0.8 Hz, create a beat pattern due to their close frequencies. This interaction produces sum an…
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