A Novel Hybrid Machine Learning Classifier-Based Digital Differential Protection Scheme for Intertie Zone of Large-Scale Centralized DFIG-Based Wind Farms
Asynchronous generators; Clustering algorithms; E-learning; Electric equipment protection; Electric fault currents; Electric power system interconnection; Electric power system protection; Electric transformers; Electric utilities; Learning systems; Storms; Support vector machines; Wind; Wind power;...
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| Main Authors: | , , , , , |
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| Format: | Article |
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Institute of Electrical and Electronics Engineers Inc.
2023
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| Summary: | Asynchronous generators; Clustering algorithms; E-learning; Electric equipment protection; Electric fault currents; Electric power system interconnection; Electric power system protection; Electric transformers; Electric utilities; Learning systems; Storms; Support vector machines; Wind; Wind power; Differential protection; Doubly fed induction generators; Dynamic behaviors; Hybrid machine learning; Impedance measurement; Laboratory environment; Renewable energies; Supervised machine learning; Electric power transmission networks |
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