Browse > Article
http://dx.doi.org/10.5916/jkosme.2014.38.6.744

A development of integrated monitoring and diagnosis system for marine diesel engine using time-series data  

Rhyu, Keel-Soo (Division of Information Technology Engineering, Korea Maritime and Ocean University)
Park, Jong-Il (Korea Soft Co.)
Hwang, Hun-Gyu (Department of Computer Engineering, Graduate School of Korea Maritime and Ocean University)
Park, Dong-Wook (Department of Computer Engineering, Graduate School of Korea Maritime and Ocean University)
Publication Information
Journal of Advanced Marine Engineering and Technology / v.38, no.6, 2014 , pp. 744-750 More about this Journal
Abstract
The monitoring and abnormality warning of marine diesel engine are important to take appropriate responses for safety navigation. If maintenance engineers do not take appropriate response because of diagnosis mistakes, it will occur a nasty accident. Therefore, we need integrated monitoring and diagnosis system for supporting a diagnosis objectively. In this paper, we analyze time-series data which measured by real-time, monitor the changing of conditions and trends of the analyzed data. Furthermore, we design and implement a monitoring and diagnosis system for objective supporting of real-time diagnosis. When the integrated monitoring and diagnosis system is adopted, it can help to improve stability of marine diesel engine by providing abnormality warning alarm with appropriate responses.
Keywords
Time-series data; Monitoring and diagnosis system; JESS (Java Expert System Shell); Marine diesel engine;
Citations & Related Records
연도 인용수 순위
  • Reference
1 J. K, Lee, Principle and Development of Expert System, Bubyoungsa, Korea, 1996 (in Korean).
2 K. J. Mo, C. W. Jung, K. B. Lee, and I. S. Yoon, "Development of operation aided system for fault diagnosis of chemical process," Journal of the Society of Expert System, vol. 2, no. 1, pp. 11-26, 1996.   과학기술학회마을
3 H. Y. Jung, H. S. Park, "Development of diagnosis system based on alarm processing," Journal of the Society of Expert System, vol. 4, no. 1, pp. 103-113, 1998.   과학기술학회마을
4 J. I. Park, K. S. Rhyu, D. H. Kim, and S. W. Park, "A study on monitoring and diagnosis system of standby diesel generators," Proceedings of the Korean Society of Marine Engineering Spring Conference, pp. 241-242, 2008.
5 K. S. Rhyu, S. W. Park, J. I. Park, and D. H. Seo, "A study on integrated monitoring and diagnosis method using trend of time-series data," Proceedings of the Korean Society of Marine Engineering Fall Conference, pp. 249-249, 2012.
6 W. H. Choi, A Study on the Development of a Ship Engine Diagnosis Expert System using Hybrid Knowledge Representation, M.S. Thesis, Department of Control Engineering, Korea Maritime University, 1999.
7 W. W. Lee, Time-series Data Analysis : Statistical Methods for Prediction, Freedom Academy, Korea, 2009(in Korean).