Combining model-based diagnosis and data-driven anomaly classifiers for fault isolation

Author:

Jung Daniel,Ng Kok Yew,Frisk Erik,Krysander Mattias

Funder

Volvo Car Corporation

Publisher

Elsevier BV

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Reference33 articles.

1. Detection of abrupt changes: Theory and application, vol. 104;Basseville,1993

2. Anomaly detection: A survey;Chandola;ACM Computing Surveys (CSUR),2009

3. Chen, C., & Pecht, M. (2012). Prognostics of lithium-ion batteries using model-based and data-driven methods. In IEEE conference on prognostics and system health management.

4. A combined model-based and intelligent method for small fault detection and isolation of actuators;Cheng;IEEE Transactions on Industrial Electronics,2016

5. Conflicts versus analytical redundancy relations: A comparative analysis of the model based diagnosis approach from the artificial intelligence and automatic control perspectives;Cordier;IEEE Transactions on System, Man, and Cybernetics, Part B: Cybernetics,2004

Cited by 52 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hybrid model- and learning-based fault diagnosis in adaptive buildings;Control Engineering Practice;2024-10

2. A novel multi-sensor hybrid fusion framework;Measurement Science and Technology;2024-05-02

3. A review of fault management issues in aircraft systems: Current status and future directions;Progress in Aerospace Sciences;2024-05

4. Bond Graph-CNN based hybrid fault diagnosis with minimum labeled data;Engineering Applications of Artificial Intelligence;2024-05

5. A data-driven hybrid sensor fault detection/diagnosis method with flight test data;Measurement Science and Technology;2024-04-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3