Detection of Gearbox lubrication Using PSO-Based WKNN

This paper proposes an optimization classification model, which combines particle swarm optimization (PSO) with weighted knearest neighbors (WKNN), namely PWKNN. The model optimizes the weight and k parameter of WKNN to improve the detection accuracy of gearbox lubrication levels. In the experiment,...

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Bibliographic Details
Main Authors: Lee Chun-Yao, Kuo Cheng-Chien, Liu Ryan, Tseng I-Hsiang, Chang Lu-Chen
Format: Article
Language:English
Published: Sciendo 2013-06-01
Series:Measurement Science Review
Subjects:
Online Access:https://doi.org/10.2478/msr-2013-0019