Blar i SINTEF Open på forfatter "Mo, Brage"
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Automated System for Fleet Benchmarking and Assessment of Technical Condition
Mo, Brage; Steinebach, Christian; Perera, Lokukaluge Prasad; Dehli, Petter; Lim, Tow Foong (ASME Proceedings | Ocean Engineering;OMAE2017-61219, Chapter, 2017-06-25)On-board Energy systems in vessels have to use fuel efficiently to maintain ship speed at lowest possible costs. This paper describes how to use ship operational data to improve and maintain efficiency of the vessel’s power ... -
Big Data in Shipping - Challenges and Opportunities
Rødseth, Ørnulf Jan; Perera, Lokukaluge Prasad; Mo, Brage (Chapter, 2016) -
Data analysis on marine engine operating regions in relation to ship navigation
Perera, Lokukaluge Prasad; Mo, Brage (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 ... -
Machine Learning based Data Handling Framework for Ship Energy Efficiency
Perera, Lokukaluge Prasad; Mo, Brage (Journal article; Peer reviewed, 2017-10-10)Appropriate navigation strategies should be developed to overcome the current shipping industrial challenges under emission-control-based energy efficiency measures. Effective navigation strategies should be based on ... -
Marine Engine Operating Regions under Principal Component Analysis to evaluate Ship Performance and Navigation Behavior
Perera, Lokukaluge Prasad; Mo, Brage (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. ... -
Marine Engine-Centered Data Analytics for Ship Performance Monitoring
Perera, Lokukaluge Prasad; Mo, Brage (Journal article; Peer reviewed, 2017)This study proposes marine engine centered data analytics as a part of the ship energy efficiency management plan (SEEMP). The SEEMP enforces various emission control measures to improve ship energy efficiency by considering ... -
Ship Performance and Navigation Data Compression and Communication under Autoencoder System Architecture
Perera, Lokukaluge Prasad; Mo, Brage (Journal article; Peer reviewed, 2018-06)Modern vessels are designed to collect, store and communicate large quantities of ship performance and navigation information through complex onboard data handling processes. That data should be transferred to shore based ... -
Ship speed power performance under relative wind profiles in relation to sensor fault detection
Perera, Lokukaluge Prasad; Mo, Brage (Journal article; Peer reviewed, 2018-12)Statistical Data analysis and visualization approaches to identify ship speed power performance under relative wind (i.e. apparent wind) profiles are considered in this study. Ship performance and navigation data of a ...