Modeling and prediction for diesel performance based on deep neural network combined with virtual sample

Abstract The performance models are the critical step for condition monitoring and fault diagnosis of diesel engines, and are an important bridge to describe the link between input parameters and targets. Large-scale experimental methods with higher economic costs are often adopted to construct accu...

Full description

Bibliographic Details
Main Authors: Hainan Zheng, Honggen Zhou, Chao Kang, Zan Liu, Zhenhuan Dou, Jinfeng Liu, Bingqiang Li, Yu Chen
Format: Article
Language:English
Published: Nature Portfolio 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-96259-x