AIR-MBA Marine Diesel Engine Fault Diagnosis Dataset

This dataset supports the study entitled "Marine Diesel Engine Fault Diagnosis Method Based on AIR-MBA". The dataset consists of two main parts:(1) Publicly available marine diesel engine performance and fault diagnosis data obtained from Kaggle, used as benchmark data. www.kaggle.com/datasets/ziya07/marine-engine-performance-and-fault-diagnosis-dataset(2) Additional simulation-generated and processed data created by the authors for training and validating the proposed AIR-MBA model. The dataset is intended for research and academic use in marine engineering and intelligent fault diagnosis.本数据集用于支撑题为《基于AIR-MBA的船用柴油机故障诊断方法》的研究。 本数据集包含两大主要组成部分：(1) 从Kaggle平台获取的公开船用柴油机性能与故障诊断数据集，用作基准数据。 数据集链接：www.kaggle.com/datasets/ziya07/marine-engine-performance-and-fault-diagnosis-dataset (2) 由本研究作者生成并经预处理的仿真模拟数据，用于训练与验证所提出的AIR-MBA模型。 本数据集仅限用于船舶工程与智能故障诊断领域的科研与学术用途。