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.