After several days of alignment checks, pump teardowns, bearing inspections, motor uncoupled runs and vendor technical support, no solution was found. The plant maintenance manager asked the company's ...

The projects operate on the following circuit: But they should not be difficult to adapt to a different one. The Python analysis code can run on the following data capture sample files: 16V_Step.npy, ...

This article discusses the financial impact of motor condition on electric motor efficiency and reliability by reviewing a combination of motor circuit analysis (MCA) and vibration techniques. Cost ...

Principles of Vibration Analysis goes beyond most other texts on this subject, as it integrates the advances of modern modal analysis, experimental testing, and numerical analysis with fundamental ...

Motor Monitoring market Expected to Reach $4,168.4 Million By 2026 David Correa Allied Market Research +1 800-792-5285 email us here Visit us on social media: Facebook X ...

The noise distribution was obtained using the harmonic response. The results of the theoretical analysis, 2D-FEM, 2D-FFT, and harmonic response corroborate each other such that the motor applying ...

Accurately detecting and classifying these vibration patterns is crucial for implementing effective predictive maintenance strategies. Machine learning models, particularly those designed for anomaly ...

Insights into the use of built-in accelerometers and additional sensors in encoders to enable predictive maintenance and ...

Introduction Magnetic force analysis is important in determining not only the torque as the output of motor, but also the source of vibration in machine itself. Vibration is induced in permanent ...