Blar i SINTEF Ocean på emneord "Big Data"
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D3.1 Fishery Pilot Definition
(Data-Driven Bioeconomy;D3.1, Research report, 2017-10-20)The objective of WP3 Fishery Pilot is to demonstrate how Big Data can boost the fishery sector. The Fishery Pilot focus is on two separate types of fisheries in two countries: Oceanic Tuna fisheries in Spain and small ... -
Industrial IoT to Predictive Analytics: A Reverse Engineering Approach from Shipping
(Journal article; Peer reviewed, 2017)A novel mathematical framework to support industrial digitization of shipping is presented in this study. The framework supports a data flow path, i.e. from Industrial IoT (i.e. with Big Data) to Predictive Analytics, where ... -
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 ...