Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines

He Huang; Bailing Xu; Hao Luo; Haoran Zhuang; Xuewei Liu; Liyong Ma

doi:10.1109/CCET52649.2021.9544306

Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines

He Huang
, Bailing Xu
, Hao Luo
, Haoran Zhuang
, Xuewei Liu
, Liyong Ma

Naval University of Engineering Wuhan
Shanghai Marine Diesel Engine Research Institute
School of Information Science and Engineering, Harbin Institute of Technology Weihai

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Marine diesel engine has been the main power of civil ships, small and medium-sized ships and conventional submarines. Anomaly detection on diesel engines is very important for the safety of marine systems. Diesel engine anomaly detection requires access to a large number of high-frequency signals. How to store these signals to support anomaly detection applications is currently rarely studied. This article discusses the design of high-frequency signal storage systems that provide data support for intelligent anomaly detection systems. It mainly focuses the design of database system and file system for high-frequency signal storage requirements of diesel engines. The actual operation shows that the system designed in this paper can support the storage of high-frequency signals and the deployment of anomaly detection applications.

Original language	English
Title of host publication	2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	360-363
Number of pages	4
ISBN (Electronic)	9781665438902
DOIs	https://doi.org/10.1109/CCET52649.2021.9544306
State	Published - 13 Aug 2021
Externally published	Yes
Event	4th IEEE International Conference on Computer and Communication Engineering Technology, CCET 2021 - Virtual, Beijing, China Duration: 13 Aug 2021 → 15 Aug 2021

Publication series

Name	2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021

Conference

Conference	4th IEEE International Conference on Computer and Communication Engineering Technology, CCET 2021
Country/Territory	China
City	Virtual, Beijing
Period	13/08/21 → 15/08/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 14 Life Below Water

Keywords

diesel engine
high frequency signal
storage database

Access to Document

10.1109/CCET52649.2021.9544306

Cite this

Huang, H., Xu, B., Luo, H., Zhuang, H., Liu, X., & Ma, L. (2021). Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines. In 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021 (pp. 360-363). (2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCET52649.2021.9544306

Huang, He ; Xu, Bailing ; Luo, Hao et al. / Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines. 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 360-363 (2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021).

@inproceedings{f3093f58a0974acfa9b6d6dcd66b2e4c,

title = "Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines",

abstract = "Marine diesel engine has been the main power of civil ships, small and medium-sized ships and conventional submarines. Anomaly detection on diesel engines is very important for the safety of marine systems. Diesel engine anomaly detection requires access to a large number of high-frequency signals. How to store these signals to support anomaly detection applications is currently rarely studied. This article discusses the design of high-frequency signal storage systems that provide data support for intelligent anomaly detection systems. It mainly focuses the design of database system and file system for high-frequency signal storage requirements of diesel engines. The actual operation shows that the system designed in this paper can support the storage of high-frequency signals and the deployment of anomaly detection applications.",

keywords = "diesel engine, high frequency signal, storage database",

author = "He Huang and Bailing Xu and Hao Luo and Haoran Zhuang and Xuewei Liu and Liyong Ma",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 4th IEEE International Conference on Computer and Communication Engineering Technology, CCET 2021 ; Conference date: 13-08-2021 Through 15-08-2021",

year = "2021",

month = aug,

day = "13",

doi = "10.1109/CCET52649.2021.9544306",

language = "英语",

series = "2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "360--363",

booktitle = "2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021",

address = "美国",

}

Huang, H, Xu, B, Luo, H, Zhuang, H, Liu, X & Ma, L 2021, Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines. in 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021. 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021, Institute of Electrical and Electronics Engineers Inc., pp. 360-363, 4th IEEE International Conference on Computer and Communication Engineering Technology, CCET 2021, Virtual, Beijing, China, 13/08/21. https://doi.org/10.1109/CCET52649.2021.9544306

Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines. / Huang, He; Xu, Bailing; Luo, Hao et al.
2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 360-363 (2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines

AU - Huang, He

AU - Xu, Bailing

AU - Luo, Hao

AU - Zhuang, Haoran

AU - Liu, Xuewei

AU - Ma, Liyong

PY - 2021/8/13

Y1 - 2021/8/13

N2 - Marine diesel engine has been the main power of civil ships, small and medium-sized ships and conventional submarines. Anomaly detection on diesel engines is very important for the safety of marine systems. Diesel engine anomaly detection requires access to a large number of high-frequency signals. How to store these signals to support anomaly detection applications is currently rarely studied. This article discusses the design of high-frequency signal storage systems that provide data support for intelligent anomaly detection systems. It mainly focuses the design of database system and file system for high-frequency signal storage requirements of diesel engines. The actual operation shows that the system designed in this paper can support the storage of high-frequency signals and the deployment of anomaly detection applications.

AB - Marine diesel engine has been the main power of civil ships, small and medium-sized ships and conventional submarines. Anomaly detection on diesel engines is very important for the safety of marine systems. Diesel engine anomaly detection requires access to a large number of high-frequency signals. How to store these signals to support anomaly detection applications is currently rarely studied. This article discusses the design of high-frequency signal storage systems that provide data support for intelligent anomaly detection systems. It mainly focuses the design of database system and file system for high-frequency signal storage requirements of diesel engines. The actual operation shows that the system designed in this paper can support the storage of high-frequency signals and the deployment of anomaly detection applications.

KW - diesel engine

KW - high frequency signal

KW - storage database

UR - https://www.scopus.com/pages/publications/85116635821

U2 - 10.1109/CCET52649.2021.9544306

DO - 10.1109/CCET52649.2021.9544306

M3 - 会议稿件

AN - SCOPUS:85116635821

T3 - 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021

SP - 360

EP - 363

BT - 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th IEEE International Conference on Computer and Communication Engineering Technology, CCET 2021

Y2 - 13 August 2021 through 15 August 2021

ER -

Huang H, Xu B, Luo H, Zhuang H, Liu X, Ma L. Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines. In 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 360-363. (2021 IEEE 4th International Conference on Computer and Communication Engineering Technology, CCET 2021). doi: 10.1109/CCET52649.2021.9544306

Anomaly Detection-Oriented High-Frequency Signal Storage for Diesel Engines

Abstract

Publication series

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UN SDGs

Keywords

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