Margin-Maximized Hyperspace for Fault Detection and Prediction: A Case Study With an Elevator Door

This study proposes a practical fault detection and prediction method by addressing a margin-maximized hyperspace. The proposed method is effective for a highly imbalanced dataset without any supervision, which is a frequently occurring and challenging problem in real-world applications. The propose...

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Bibliographic Details
Main Authors: Minjae Kim, Seho Son, Ki-Yong Oh
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10309137/