Key-performance-indicators-related fault subspace extraction for the reconstruction-based fault diagnosis
Sign Up to like & getrecommendations! Published in 2021 at "Measurement"
DOI: 10.1016/j.measurement.2021.110119
Abstract: Abstract As a typical data-driven technology, projection to latent structure (PLS) has been successfully applied in the quality-related fault diagnosis. However, the oblique decomposition induced by PLS results in redundant component in fault subspace, which… read more here.
Keywords: related fault; fault; fault subspace; fault diagnosis ... See more keywords
Risk-sensitive motion planning for MAVs based on mission-related fault-tolerant analysis
Sign Up to like & getrecommendations! Published in 2020 at "Automatika"
DOI: 10.1080/00051144.2020.1733324
Abstract: ABSTRACT Multirotor Aerial Vehicles may be fault-tolerant by design when rotor-failure is possible to measure or identify, especially when a large number of rotors are used. For instance, an octocopter can be capable to complete… read more here.
Keywords: fault; risk; fault tolerant; related fault ... See more keywords
KPCA-CCA-Based Quality-Related Fault Detection and Diagnosis Method for Nonlinear Process Monitoring
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3204555
Abstract: This work concerns the issue of quality-related fault detection and diagnosis (QrFDD) for nonlinear process monitoring. A kernel principal component analysis (KPCA)-based canonical correlation analysis (CCA) model is proposed in this article. First, KPCA is… read more here.
Keywords: cca; quality; related fault; fault detection ... See more keywords