Ontology-Based Noise Source Identification and Key Feature Selection: A Case Study on Tractor Cab
Joint Authors
Han, Su
Zhou, Yiqi
Chen, Yanzhao
Wei, Chenglong
Li, Rui
Zhu, Bo
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-02-03
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
This paper proposes an ontology-based noise source identification method, establishes an ontology knowledge expression model in the field of noise, vibration, and harshness (NVH), and provides an extensible framework for sharing noise diagnosis knowledge in the field.
Based on the key features extracted from the noise and vibration signals at different positions and the prior knowledge, mechanical engineers can construct an ontology rule and locate noise sources by identifying the intrinsic relationship between signal characteristics through ontology reasoning.
A case study is conducted to demonstrate the effectiveness of the proposed method in resolving the problem of integrating multisource heterogeneous knowledge and exchanging noise diagnosis knowledge information in the field of NVH for agricultural machines.
Thus, our study facilitates the sharing and reuse of knowledge and advances the development of intelligent noise diagnosis expert systems to a certain extent.
American Psychological Association (APA)
Han, Su& Zhou, Yiqi& Chen, Yanzhao& Wei, Chenglong& Li, Rui& Zhu, Bo. 2019. Ontology-Based Noise Source Identification and Key Feature Selection: A Case Study on Tractor Cab. Shock and Vibration،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1211440
Modern Language Association (MLA)
Han, Su…[et al.]. Ontology-Based Noise Source Identification and Key Feature Selection: A Case Study on Tractor Cab. Shock and Vibration No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1211440
American Medical Association (AMA)
Han, Su& Zhou, Yiqi& Chen, Yanzhao& Wei, Chenglong& Li, Rui& Zhu, Bo. Ontology-Based Noise Source Identification and Key Feature Selection: A Case Study on Tractor Cab. Shock and Vibration. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1211440
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1211440