Control charts limits flexibility based on the equipment conditions

S. Lampreia, V. Vairinhos, V. Lobo, R. Parreira, J. G. Requeijo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Condition Based Maintenance became an important development in industrial and transport equipment maintenance efforts. Many statistical methodologies have been applied in this area. These methodologies are usually applied off-line: after the data is collected.We propose an online, real-time condition monitoring system based on a modified control chart, applied to engine parameters. These charts should be flexible enough and its control limits should reflect the equipment state, the manufacturer specifications and onboard meteorological conditions. In this study we will develop a methodology to specify flexible chart control limits. The experimental equipment is a combined diesel or gas propulsion system. Two phases will be assumed. In phase 1 the equipment and historical data are analyzed, studying historical data, which leads to the definition of equipment parameters. In phase 2, new data is obtained by simulation, and the ExponentiallyWeighted Moving Average charts are applied considering flexible limits.

Original languageEnglish
Title of host publicationProceedings of 3rd International Conference on Maritime Technology and Engineering, MARTECH 2016
PublisherCRC Press/Balkema
Pages847-852
Number of pages6
Volume2
ISBN (Print)9781138030008, 9781138030008
Publication statusPublished - 2016
Event3rd International Conference on Maritime Technology and Engineering, MARTECH 2016 - Lisbon, Portugal
Duration: 4 Jul 20166 Jul 2016

Conference

Conference3rd International Conference on Maritime Technology and Engineering, MARTECH 2016
CountryPortugal
CityLisbon
Period4/07/166/07/16

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