Uncertainty-Aware LSTM Based Dynamic Flight Fault Detection for UAV Actuator
Author:
Affiliation:
1. School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China
Funder
National Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Instrumentation
Link
http://xplorestaging.ieee.org/ielx7/19/10012124/09964394.pdf?arnumber=9964394
Reference35 articles.
1. Fast training of deep LSTM networks with guaranteed stability for nonlinear system modeling
2. Robust NSV Fault-Tolerant Control System Design Against Actuator Faults and Control Surface Damage Under Actuator Dynamics
3. Distributed fault detection and estimation in cyber–physical systems subject to actuator faults
4. An Underactuated Control System Design for Adaptive Autopilot of Fixed-Wing Drones
5. Sensor drift fault diagnosis for chiller system using deep recurrent canonical correlation analysis and k-nearest neighbor classifier
Cited by 17 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. Adaptive Convergent Visibility Graph Network: An interpretable method for intelligent rolling bearing diagnosis;Mechanical Systems and Signal Processing;2025-01
2. Monitoring UAV status and detecting insulator faults in transmission lines with a new classifier based on aggregation votes between neural networks by interval type-2 TSK fuzzy system;Soft Computing;2024-07-24
3. Optimization of Variational Mode Decomposition-Convolutional Neural Network-Bidirectional Long Short Term Memory Rolling Bearing Fault Diagnosis Model Based on Improved Dung Beetle Optimizer Algorithm;Lubricants;2024-07-02
4. A Neural-Symbolic Model for Fan Interpretable Fault Diagnosis on Steel Production Lines;IEEE Internet of Things Journal;2024-07-01
5. Data-driven fault detection framework for offshore wind-hydrogen systems;International Journal of Hydrogen Energy;2024-06
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