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The fuzzy decision tree application to a power system problem

This paper describes voltage collapse in power system networks and how it could lead to a collapse of the whole system. Discusses the effect of machine learning and artificial intelligence leading to new methods. Spotlight the fuzzy decision tree (FDT) method and its application to voltage collaps...

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Bibliographic Details
Main Authors: Lo K.L., Abidin H.I.H.Z
Other Authors: 7402101511
Format: Article
Published: 2023
Subjects:
Fuzzy logic
Power transmission systems
Systems theory
Voltage
Voltage fluctuations
Algorithms
Artificial intelligence
Decision theory
Electric breakdown
Electric power systems
Learning systems
System theory
Trees (mathematics)
Fuzzy decision tree
Voltage collapse
Fuzzy sets
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Summary:This paper describes voltage collapse in power system networks and how it could lead to a collapse of the whole system. Discusses the effect of machine learning and artificial intelligence leading to new methods. Spotlight the fuzzy decision tree (FDT) method and its application to voltage collapse assessments. Concludes that FDT can identify and group data sets giving a new understanding of its application in voltage collapse analysis.

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