Data-driven Health Status Prediction of the Hydraulic Turbine Governing System [PDF]
, 2017 水轮机调速系统是水轮发电机组的关键控制系统。运用故障树与专家系统相结合的方法对调速系统可能发生的故障进行诊断,并基于历史数据,挖掘与故障相关的可能因素,对专家系统无法解决的故障进行分析,构建了基于数据驱动的水轮机调速系统健康状态预测系统。The hydraulic turbine governing system is the key control system of the hydro-turbine generator unit.
周绮凤 +6 more
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Fault Diagnosis Method of Wind Turbines Based on Wide Deep Convolutional Neural Network With Resampling and Principal Component Analysis [PDF]
, 2023 Fault diagnosis of wind turbines suffers from less training data and noises. A method based on wide deep convolutional neural network with resampling and principal component analysis was presented for the diagnosis of mechanical faults (that is the main ...
BAO Yanyang, LI Dazi, LIU Zhan
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A Study of Military hardware Fault Detection and Diagnosis Based on Fuzzy Sets Theory [PDF]
, 2011 自有了工业生产以来就产生了设备故障诊断这一课题，但故障诊断技术作为一门学科是20世纪60年代以后为了适应工程实际需要而形成和发展起来的。原始的故障诊断由于设备的简单性和技术水平限制，维修人员主要依靠感官、经验和简单仪表来进行，随着传感器和计算机技术的发展，故障诊断技术涌现了各种方法，这些技术也广泛应用于国防工业和武器装备。但很多事物具有亦此亦彼的特征，也即具有模糊性，故障诊断领域同样如此。装备运转过程中，运行状况由无故障状态到故障状态是一个渐变过程，在此期间即非“完好”，也非“故障”。1965年 ...
陈虎
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Dynamic generalized principal component analysis with applications to fault subspace modeling [PDF]
, 2022 In order to solve the problem of inaccurate modeling of fault subspace, traditional fault subspace modeling method did not consider the fact that fault data contain both normal and fault condition information, or did not consider the dynamic factors in ...
Chuan HE, Jianfeng XU, Xiaofeng FENG
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Fault diagnosis and fault-tolerant control for nonlinear systems with linear output structure [PDF]
, 2005 Article describes the process of fault diagnosis and fault-tolerant control for nonlinear systems with linear output ...
Shen, L., Wang, H., Yue, H.
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Integrated design of fault diagnosis and active fault-tolerant control for submarine control systems [PDF]
, 2015 潜艇是展示国家军事实力的一个重要法宝，在现代和未来的海战中有着举足轻重的作用。软件漏洞问题、线路意外故障、人为恶意损毁、器件容易老化、操作有误以及外界不可避免的灾害等原因都会导致潜艇控制系统发生故障。因此在考虑控制器的设计时必需将执行器故障因素考虑进去这样得到的控制器才能有效应对潜艇不可预知的故障情况。本文以潜艇垂直面运动模型作为研究的控制系统，提出了两种集成故障诊断与容错控制设计方案。其中，故障诊断技术中采用结合观测器与自适应参数跟踪的基于模型的故障诊断方法 ...
王菲
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Non-stationary signal combined analysis based fault diagnosis method [PDF]
, 2020 Considering the complementarity between the deep learning,spectrum and time frequency analysis methods,a multi-stream framework was designed by combining the convolutional network,Fourier transform and wavelet package decomposition methods,with the aim ...
Huimin LU +4 more
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Research on Methods of Modeling and Fault Diagnosis for Micro Direct-Current Motors [PDF]
, 2015 直流微电机以体积小、重量轻、便于控制等优点被广泛应用于生产消费领域，在微型精密仪器中尤为重要。为了保证产品出厂品质，生产过程必须对直流微电机进行100%检测。目前检测主要依靠人工的经验来判断电机的好坏，其工作量大，生产效率低，漏检现象严重，导致电机出厂质量不稳定。因此有必要寻找一种简便和可靠的直流微电机在生产线上的故障检测技术。该技术即可以对出厂前的直流微电机进行自动在线检测，以保证直流微电机的出厂合格率；又可以推广应用于其他永磁直流电机的故障检测与诊断。 通过分析空载下直流电机的动态数学模型 ...
谢志平
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Research of Sensor Faults Detection Based on Particle-Filtering methods [PDF]
, 2016 传感器故障诊断一直以来都是工业界与学术界研究的热点话题。由于传感器通常安装在现场，一般在工作一段时间以后，其性能会受到现场恶劣环境的影响，甚至发生故障。据统计，在控制系统的各种故障中，传感器和执行器的故障占80%左右，所以在控制系统的诊断中，首先应进行传感器的故障诊断，对其状态进行有效的监视和评估。 本文研究的内容主要为：针对非线性系统中的传感器故障问题，提出了一种基于粒子滤波与假设检验方法的故障诊断算法，对几种常见类型的传感器故障进行在线、实时诊断 ...
戴思弘
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Intelligent fault diagnosis of mine ventilation system for imbalanced data sets [PDF]
, 2023 It is of great significance to determine the location of fault branch timely and accurately to ensure the reliability and safety of mine ventilation system.
Dan ZHAO, Zhiyuan SHEN, Zihao SONG
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