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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Bibliographic Details
Main Authors: Rezaei N., Uddin M.N., Amin I.K., Othman M.L., Marsadek M.B., Hasan M.M.
Other Authors: 57216077273
Format: Article
Published: 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