A Multimode Anomaly Detection Method Based on OC-ELM for Aircraft Engine System

The practical industrial processes possess the characteristics of multimode, unbalanced data distribution, and complex types of abnormalities, which are challenging to the anomaly detection task of complex industrial systems. In this paper, a novel anomaly detection framework based on one-class extr...

Full description

Bibliographic Details
Main Authors: Shaowei Chen, Meng Wu, Pengfei Wen, Fangda Xu, Shengyue Wang, Shuai Zhao
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9349499/