I. Introduction
The safe and reliable operation of the power plants of ocean-going vessels is a prerequisite to ensure the routine function of the ships. Therefore, it is significant to carry out effective condition monitoring and fault diagnosis for ship power plants [1]. It has become a novel approach to judging the health status of machinery and equipment through lubricant. In addition to noise reduction and cooling functions, it contains rich information on the lubrication and wear status of frictional subsets of ship power plants. Therefore, testing the lubricant’s performance index is a meaningful way to monitor ship power plants’ condition [2].