Structural methodologies for distributed fault detection and isolation

H Khorasgani, G Biswas, D Jung - Applied Sciences, 2019 - mdpi.com
The increasing complexity and size of cyber-physical systems (eg, aircraft, manufacturing
processes, and power generation plants) is making it hard to develop centralized …

A qualitative event-based approach to multiple fault diagnosis in continuous systems using structural model decomposition

MJ Daigle, A Bregon, X Koutsoukos, G Biswas… - … Applications of Artificial …, 2016 - Elsevier
Multiple fault diagnosis is a difficult problem for dynamic systems, and, as a result, most
multiple fault diagnosis approaches are restricted to static systems, and most dynamic …

Fault diagnosis of satellite power system using variable precision fuzzy neighborhood rough set

M Suo, M Zhang, D Zhou, B Zhu… - 2017 36th Chinese control …, 2017 - ieeexplore.ieee.org
Data-driven fault diagnosis, known to be simple and convenient, is more suitable for
diagnosing the complicated systems of satellite. Nevertheless, there are two main …

基于MSVD AE 的航天器电源系统故障检测方法

朱慧斌, 何章鸣, 王炯琦, 王宇昂… - 空间控制技术与 …, 2023 - journal01.magtech.org.cn
及时有效检测航天器电源系统(SPS) 的在轨异常变化是航天器安全稳定运行的重要保证.
由于SPS 的工作环境复杂以及SPS 内部存在的闭环结构, 使得表征其工作状态的遥测信号含有 …

Diagnosis of hybrid systems using Hybrid Particle Petri nets: theory and application on a planetary rover

Q Gaudel, E Chanthery, P Ribot, MJ Daigle - Fault Diagnosis of Hybrid …, 2018 - Springer
This chapter presents a new methodology to perform health monitoring of hybrid systems
under uncertainty. Hybrid systems can be represented as multi-mode systems with hybrid …

Fault diagnosis methods for advanced diagnostics and prognostics testbed (ADAPT): A review

R Feiyi, Y Jinsong - 2015 12th IEEE International Conference …, 2015 - ieeexplore.ieee.org
Nowadays in industrial processes, whether producers or users think highly of performance
reliability and robustness of equipments. Therefore, the FDI (Fault detection and isolation) …

Distributed state estimation for networked spacecraft thermal experiments over sensor networks with randomly varying transmission delays

C Liu, J Xie, Y Wang, B Shen, X Liu - IEEE Access, 2018 - ieeexplore.ieee.org
This paper investigates the distributed state estimation problem for spacecraft thermal
experiments over sensor networks. The state estimators are designed in a distributed …

[图书][B] Model-and data-driven approaches to fault detection and isolation in complex systems

H Khorasgani - 2018 - search.proquest.com
Complex engineering systems pervade every aspect of our daily lives. The need for
increased performance, safety, and reliability of these systems provide the motivation for …

A Multi-Output Deep Learning Model for Fault Diagnosis Based on Time-Series Data

A Al-Ajeli, ES Alshamery - International Journal of …, 2024 - papers.phmsociety.org
In this work, a method for fault diagnosis and localization is proposed. This method adopts
the long short-term memory (LSTM) neural network to detect, isolate and determine the …

Qualitative fault isolation of hybrid systems: A structural model decomposition-based approach

A Bregon, M Daigle… - PHM Society European …, 2016 - papers.phmsociety.org
Quick and robust fault diagnosis is critical to ensuring safe operation of complex engineering
systems. A large number of techniques are available to provide fault diagnosis in systems …