Research on the mechanical fault diagnosis method based on sound signal and IEMD-DDCNN

PurposeThe purpose of this paper is to provide a shorter time cost, high-accuracy fault diagnosis method for water pumps. Water pumps are widely used in industrial equipment and their fault diagnosis is gaining increasing attention. Considering the time-consuming empirical mode decomposition (EMD) m...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	International journal of intelligent computing and cybernetics 2023-07, Vol.16 (3), p.629-646
Hauptverfasser:	Pu, Haoning, Wen, Zhan, Sun, Xiulan, Han, Lemei, Na, Yanhe, Liu, Hantao, Li, Wenzao
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial neural networks Classification Datasets Fault diagnosis Feasibility Industrial applications Inspection Methods Neural networks Preprocessing Pumps Sound Testing time
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!