Multi-Physical Time- and Frequency-Domain Fault Detection and Isolation Technique for Power-Electronic Converters in DFIG Wind Turbines
Marcelo Nesci Soares, Yves Mollet, Michel Kinnaert, Johan Gyselinck, Jan Helsen
Abstract
A multiphysical time- and frequency-domain fault detection and isolation method for power-electronic converters of wind turbines is presented in this article, with focus on open-circuit faults in doubly-fed induction generator drivetrain topology. In order to reduce the risk of false alarms, the proposed approach combines fault indicators based on a time- and frequency-domain analysis of electrical signals, as well as a frequency-domain analysis of vibration signals. The effectiveness of the method is demonstrated via test bench data recorded under different healthy and faulty operating conditions.
Topics & Concepts
DrivetrainFault detection and isolationWind powerConvertersInduction generatorFault (geology)Time domainFrequency domainEngineeringElectronic engineeringTime–frequency analysisTest benchCondition monitoringComputer scienceControl theory (sociology)Electrical engineeringTorqueVoltageActuatorPhysicsSeismologyGeologyComputer visionThermodynamicsArtificial intelligenceFilter (signal processing)Control (management)Machine Fault Diagnosis TechniquesPower System Reliability and MaintenanceMultilevel Inverters and Converters