Open phase fault-tolerant support vector machine predictive power control for six-phase induction generator WECS

Open phase fault-tolerant support vector machine predictive power control for six-phase induction generator WECS

Wind energy systems are often located in remote areas or offshore, making maintenance and repair both expensive and logistically challenging. Fault-tolerant systems can assist in minimizing the frequency and urgency of maintenance, ultimately reducing operational costs. This study aims to design a s...

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Bibliographic Details
Main Authors: Hamoudi Y., Abdolrasol M.G.M., Amimeur H., Hassaini F., Ker P.J., Ustun T.S.
Other Authors: 58420428800
Format: Article
Published: SAGE Publications Inc. 2025
Subjects:
DC generators
Fault tolerance
Outages
Predictive control systems
Speed regulators
Vector control (Electric machinery)
Windmill
Asymmetric six-phase induction generator
Bayesian optimization
Current harmonics
Energy conversion systems
Fault tolerance control
Faults detection
Hyper-parameter
Hyper-parameter bayesian optimization
Open phase
Open-phase fault tolerance control
Phase faults
Power
Predictive power controls
Six-phase
Support vectors machine
Wind energy conversion
Wind energy conversion system
Asynchronous generators
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