Performance Prediction Method of Prognostics and Health Management of Marine Diesel Engine

Abstract

The development of intelligent ship puts forward more requirements for the maintenance and management of marine diesel engine. Prognostics and health management technology can realize the condition-based maintenance of the main engine through intelligent analysis, evaluation and prediction of the running parameters. This paper reviews the development and basic functions of health management technology, and analyzes the application and development of performance prediction technology in marine diesel engine. Through the analysis, it can be found that the prediction method based on deep learning neural network model has become the trend in prediction technology area. Deep learning neural network has the characteristics of deeper network hierarchy, stronger understanding ability, and good at dealing with the variability and uncertainty of data relationship. Therefore, it will become a powerful tool to solve the performance prediction problem of diesel engine as a whole under varying working conditions.