Monitoring and Diagnosing Faults in Three-Phase Induction Motors Using Artificial Intelligence Techniques
Valbério Gonzaga De Araujo,
Aziz Oloroun-Shola Bissiriou,
Juan Moises Mauricio Villanueva
et al.
Abstract:Three-phase induction motors play a key role in industrial operations. However, their failure can result in serious operational problems. This study focuses on the early identification of faults through accurate diagnosis and classification of faults in three-phase induction motors, using artificial intelligence techniques, by analyzing current, temperature, and vibration signals. Experiments were conducted on a test bench, simulating real operating conditions, including stator phase unbalance, bearing damage … Show more
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