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Title: Optimal feature selection for a weighted k-nearest neighbors for compound fault classification in wind turbine gearbox

Journal Article · · Results in Engineering

Not Available

Sponsoring Organization:
USDOE
OSTI ID:
2484262
Journal Information:
Results in Engineering, Journal Name: Results in Engineering Journal Issue: C Vol. 25; ISSN 2590-1230
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (29)

Wind turbine fault detection and isolation robust against data imbalance using KNN journal February 2024
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Gas-Bearing Reservoir Prediction Using k-nearest neighbor Based on Nonlinear Directional Dimension Reduction journal October 2022
Economic analysis of a wind power plant: A case study for the Cappadocia region journal March 2018
A Review of Data-Driven Machinery Fault Diagnosis Using Machine Learning Algorithms journal April 2022
Wind turbine gearbox condition monitoring through the sequential analysis of industrial SCADA and vibration data journal December 2024
Energy and exergy analyze of PEM fuel cell: A case study of modeling and simulations journal January 2018
Characteristics, classification and KNN-based evaluation of paleokarst carbonate reservoirs: A case study of Feixianguan Formation in northeastern Sichuan Basin, China journal July 2023
From academic to industrial research: A comparative review of advances in rolling element bearings for wind turbine main shaft journal September 2024
Weighted kNN and constrained elastic distances for time-series classification journal December 2020
The novel and innovative design with using H2 fuel of PEM fuel cell: Efficiency of thermodynamic analyze journal October 2021
Applications of K-nearest neighbor algorithm in intelligent diagnosis of wind turbine blades damage journal August 2023
A techno-economic & cost analysis of a turbine power plant: A case study for sugar plant journal October 2017
A data-driven algorithm for online detection of component and system faults in modern wind turbines at different operating zones journal April 2019
A comprehensive review on wind energy in Africa: Challenges, benefits and recommendations journal March 2024
Comparative performance analysis of K-nearest neighbour (KNN) algorithm and its different variants for disease prediction journal April 2022
Wind turbine generator failure analysis and fault diagnosis: A review journal September 2024
Exploring evolutionary-tuned autoencoder-based architectures for fault diagnosis in a wind turbine gearbox journal June 2024
Transfer Learning for Bearing Fault Diagnosis based on Graph Neural Network with Dilated KNN and Adversarial Discriminative Domain Adaptation journal March 2024
Wind Turbine Condition Monitoring Based on Improved Active Learning Strategy and KNN Algorithm journal January 2023
Nearest neighbor pattern classification journal January 1967
The Distance-Weighted k-Nearest-Neighbor Rule journal April 1976
Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications journal August 2024
A proposed method for handling an imbalance data in classification of blood type based on Myers-Briggs type indicator journal October 2020
Wind Turbine Gearbox Fault Diagnosis Based on Multi-Sensor Signals Fusion journal July 2024
Euclidean, Manhattan and Minkowski Distance Methods For Clustering Algorithms journal June 2020
Fine-Tuning Fuzzy KNN Classifier Based on Uncertainty Membership for the Medical Diagnosis of Diabetes journal January 2022
Multi-Fault Detection and Classification of Wind Turbines Using Stacking Classifier journal September 2022
Transfer Learning Strategy for Fault Identification in Wind Turbine High-Speed Shaft Bearing with Limited Samples journal January 2024

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