DocumentCode
1619918
Title
Study on the detection of misfiring cylinder in a shipping multi-cylinder diesel engine using aggregative learning method
Author
Kawamura, Y. ; Ujihira, M. ; Nagayama, M. ; Aoshima, N. ; Ito, F. ; Akhmetov, D.
Author_Institution
Tsukuba Univ., Ibaraki, Japan
Volume
1
fYear
2004
Firstpage
485
Abstract
In this study, a minimum number of sensors are applied on the side of two cylinders on the diesel engine in order to build an abnormal diagnosis system which detects anomaly behavior at an early stage by analyzing the acceleration waveform using the ALM method. This measurement system can be applied to the ship afterwards and by using the satellite phone system to transfer the data, it is possible to manage the state of the engine from an office on land without the usage of a personal computer system on board.
Keywords
acceleration measurement; diesel engines; fault diagnosis; learning (artificial intelligence); sensor fusion; ships; ALM method; abnormal diagnosis system; acceleration waveform; aggregative learning method; data transfer; measurement system; misfiring cylinder detection; multiple sensors; personal computer system; satellite phone system; shipping multicylinder diesel engine;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2004 Annual Conference
Conference_Location
Sapporo
Print_ISBN
4-907764-22-7
Type
conf
Filename
1491450
Link To Document