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Integrated Framework for Model-Based Distributed Diagnosis and Prognosis.

机译：基于模型的分布式诊断与预测的集成框架。

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摘要

Diagnosis and prognosis are necessary tasks for system reconfiguration and fault-adaptive control in complex systems. Diagnosis consists of detection, isolation and identification of faults, while prognosis consists of prediction of the remaining useful life of systems. This paper presents a novel integrated framework for model-based distributed diagnosis and prognosis, where system decomposition is used to enable the diagnosis and prognosis tasks to be performed in a distributed way. We show how different submodels can be automatically constructed to solve the local diagnosis and prognosis problems. We illustrate our approach using a simulated four-wheeled rover for different fault scenarios. Our experiments show that our approach correctly performs distributed fault diagnosis and prognosis in an efficient and robust manner.

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作者
A. Bregon I. Roychoudhury M. J. Daigle;
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年度 2012
页码 1-11
总页数 11
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Adaptive control; Complex systems; Distributed processing; Error analysis; Fault detection; Life(Durability); Mathematical models; Performance prediction; Reliability analysis; Systems engineering; Systems health monitoring;

机译：自适应控制;复杂系统;分布式处理;误差分析;故障检测;寿命（耐久性）;数学模型;性能预测;可靠性分析;系统工程;系统健康监测;

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1. IMPLEMENTATION OF A DISTRIBUTED, MODEL-BASED INTEGRATED ASSET MANAGEMENT SYSTEM [J] . Mohammad A. Hassanain, Thomas M. Froese, Dana J. Vanier International Journal of IT in Architecture, Engineering and Construction . 2003,第0期

机译：基于模型的分布式集成资产管理系统的实现
2. Implementation of a distributed, model-based integrated asset management system [J] . Hassanain M A, Froese T, Vanier D Electronic Journal of Information Technology in Construction . 2003,第2期

机译：实施基于模型的分布式集成资产管理系统
3. An output-only ARX model-based sensor fusion framework on structural dynamic measurements using distributed optical fiber sensors and fiber Bragg grating sensors [J] . Liangliang Cheng, Alfredo Cigada, Ziqiang Lang, Mechanical systems and signal processing . 2021,第May期

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4. A Model-Based Diagnosis Framework for Distributed Embedded Systems [C] . Gregory Provan Principles of Knowledge Representation and Reasoning . 2002

机译：基于模型的分布式嵌入式系统诊断框架
5. A Bayesian least squares support vector machines based framework for fault diagnosis and failure prognosis. [D] . Khawaja, Taimoor Saleem. 2010

机译：基于贝叶斯最小二乘支持向量机的框架，用于故障诊断和故障预测。
6. Integrated study of 100 patients with Xp21 linked muscular dystrophy using clinical genetic immunochemical and histopathological data. Part 3. Differential diagnosis and prognosis. [O] . L V Nicholson, M A Johnson, K M Bushby, 1993

机译：使用临床遗传免疫化学和组织病理学数据对100例Xp21连锁肌营养不良患者进行综合研究。第3部分。鉴别诊断和预后。
7. Integrated study of 100 patients with Xp21 linked muscular dystrophy using clinical, genetic, immunochemical, and histopathological data. Part 3. Differential diagnosis and prognosis. [O] . L V Nicholson, M A Johnson, K M Bushby, 1993

机译：使用临床，遗传，免疫化学和组织病理学数据综合研究100例XP21连接肌营养不良患者。第3部分。差异诊断和预后。
8. Integrated Framework for Model-Based Distributed Diagnosis and Prognosis. [R] . Bregon, A., Daigle, M., Roychoudhury, I. 2012

机译：基于模型的分布式诊断与预测的集成框架。

Integrated Framework for Model-Based Distributed Diagnosis and Prognosis.

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