Open-circuit and Inter-turn Short-circuit Detection in PMSG for Wind Turbine Applications Using Fuzzy Logic
| Autor: | Slimane Bouras, Aoul Elias Hadjadj, A. Bechkaoui, Aissa Ameur |
|---|---|
| Jazyk: | angličtina |
| Předmět: |
Engineering
business.industry Stator Control engineering Fuzzy control system Turbine Fuzzy logic Line (electrical engineering) law.invention Permanent magnet synchronous generators Energy(all) Control theory law Diagnosis Stator current amplitudes inter-turn short-circuit MATLAB business computer Short circuit Membership function computer.programming_language |
| Zdroj: | Energy Procedia. :1323-1336 |
| ISSN: | 1876-6102 |
| DOI: | 10.1016/j.egypro.2015.07.779 |
| Popis: | On line monitoring of PMSG for wind turbine is becoming increasingly important. Knowledge based fuzzy logic approach helps in diagnosing the PMSG for wind turbine faults. The current work presents an effective method for diagnosing the stator side faults such as inter-turn short-circuit and open phase. Stator condition is diagnosed based on the stator RMS values of current amplitude in addition to the knowledge expressed in rules and membership function. The model is implemented in MATLAB/SIMULINK with the data obtained under both healthy and faulty condition. The fuzzy system is able to identify the motor stator condition with high accuracy. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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