Blar i Publikasjoner fra CRIStin - SINTEF Ocean på emneord "Principal Component Analysis"
Viser treff 1-4 av 4
-
Data analysis on marine engine operating regions in relation to ship navigation
(Journal article; Peer reviewed, 2016-12-01)Data analysis techniques to understand marine engine operating regions as a part of the ship energy efficiency management plan (SEEMP) are proposed in this study. The SEEMP enforces to improve ship energy efficiency under ... -
Marine Engine Centered Localized Models for Sensor Fault Detection under Ship Performance Monitoring
(Journal article; Peer reviewed, 2016)Sensor fault detection under marine engine centered localized models of an engine propeller combinator diagram is presented in this study. The proposed approach consists of two detection levels to identify of sensor fault ... -
Marine Engine Operating Regions under Principal Component Analysis to evaluate Ship Performance and Navigation Behavior
(Journal article; Peer reviewed, 2016)Marine engine operating regions under principal component analysis (PCA) to evaluate ship performance and navigation behavior are presented in this study. A data set with ship performance and navigation information (i.e. ... -
Statistical Filter based Sensor and DAQ Fault Detection for Onboard Ship Performance and Navigation Monitoring Systems
(Journal article; Peer reviewed, 2016)Statistical filter based sensor and data acquisition (DAQ) fault detection is presented in this study. The parameters of a large-scale data set of ship performance and navigation information are considered as statistical ...