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2005 5th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives最新文献

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Analytical approach of the frequency response for the wound rotor induction machine for diagnosis purpose 用于诊断的绕线转子感应电机频率响应分析方法
H. Henao, C. Martis, G.A. Gapolino
This paper presents an analytical approach of the frequency response for the wound rotor induction machine as a possible method for fault diagnosis. This approach is based on mmf, flux and emf computation for both healthy and faulty machines during any operating condition. The proposed technique is applied to study the effect of opening one phase either on stator or rotor sides. The computed harmonics of both stator and rotor currents are experimentally verified on a test-bed based on a small power wound rotor induction machine.
本文提出了一种分析绕线转子感应电机频率响应的方法,作为故障诊断的一种可能方法。该方法基于在任何运行状态下对健康和故障机器进行mmf、通量和emf计算。应用该方法研究了开相对定子和转子两侧的影响。在小型绕线转子感应电机的实验台上,对计算得到的定子电流和转子电流的谐波进行了实验验证。
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引用次数: 6
A comparative study of induction motor current signature analysis techniques for mechanical faults detection 感应电机电流特征分析技术在机械故障检测中的比较研究
I. Tsoumas, E. Mitronikas, G. Georgoulas, A. Safacas
This paper provides a comprehensive comparison of motor current signature analysis techniques for broken rotor bars and air gap eccentricity detection in induction motors. Four characteristic categories of processing methods are investigated, which are Fourier based analysis of the phase currents, parametric and eigenanalysis methods for spectrum estimation of the phase currents, wavelet analysis of the phase currents and current space vector analysis. The analysis is at first performed through simulation of a faulty asynchronous machine in Matlab-Simulink. Subsequent to the simulation results analysis, an experimental fault test rig was designed and implemented for the investigation of the aforementioned malfunctions. In this preliminary investigation, each analysis technique along with its advantages and disadvantages is presented and briefly discussed.
本文对异步电动机转子断条电机电流特征分析技术和气隙偏心检测技术进行了全面比较。研究了四种特征处理方法,分别是基于傅里叶的相电流分析方法、相电流频谱估计的参数分析方法和特征分析方法、相电流的小波分析方法和电流空间矢量分析方法。首先在Matlab-Simulink中对一台故障异步电机进行仿真分析。在对仿真结果进行分析的基础上,设计并实现了针对上述故障的实验故障试验台。在这个初步调查中,介绍了每种分析技术及其优缺点,并简要讨论了它们的优缺点。
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引用次数: 16
A general scheme for induction motor condition monitoring 感应电动机状态监测的一般方案
P. Vicente, J. Rodriguez, M. Negrea, A. Arkkio
This work proposes a general scheme to detect induction motor faults by monitoring the motor current. The scheme is based on signal processing (predictive filters), soft computing techniques (fuzzy logic), the analytical studies of induction motor under fault conditions and the analysis of data generated by finite element method (FEM). The predictive filter is used in order to separate the fundamental component from the harmonic components. Fuzzy logic is used to identify the motor state and FEM is utilized to generate virtual data. A simple and reliable method for the detection of stator failures based on the phase current amplitudes is implemented and tested. The layout has been proved in MATLAB/SIMULINK, with both data from FEM motor simulation program and real measurements. The proposed method is simple and has the ability to work with variable speed drives. This work, on one hand, shows the feasibility of spotting broken bars and inter-turn short-circuit by monitoring the motor currents. On the other hand, it shows that the detection of eccentricity and bearing fault by monitoring the motor current is a difficult task.
本文提出了一种通过监测电机电流来检测感应电机故障的通用方案。该方案基于信号处理(预测滤波器)、软计算技术(模糊逻辑)、故障条件下感应电动机的分析研究以及有限元法(FEM)产生的数据分析。为了从谐波分量中分离出基波分量,采用了预测滤波器。采用模糊逻辑对电机状态进行辨识,采用有限元法生成虚拟数据。实现了一种简单可靠的基于相电流幅值的定子故障检测方法,并进行了测试。该布局在MATLAB/SIMULINK中进行了验证,采用了有限元电机仿真程序和实际测量数据。所提出的方法简单,并且能够与变速驱动器一起工作。这项工作一方面证明了通过监测电机电流来发现断条和匝间短路的可行性。另一方面,通过监测电机电流来检测偏心和轴承故障是一项艰巨的任务。
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引用次数: 11
Intermittent fault identification for permanent magnet AC drives based on the Short-Time Fourier Transform 基于短时傅里叶变换的永磁交流传动断续故障识别
W. Zanardelli, E. Strangas, Selin Aviyente
Prognosis for failure of an electric machine can be achieved through the detection of noncatastrophic faults. As the frequency of these types of faults increases, the working life of the machine is decreased, leading to eventual failure. In this work, two types of stator faults are studied. The methods developed are based on analysis of the short-time Fourier transform of the field oriented machine currents. Linear discriminant analysis is used to classify between the fault types.
通过对非灾难性故障的检测,可以实现对电机故障的预测。随着这类故障发生频率的增加,机器的工作寿命会减少,最终导致故障。本文主要研究了两类定子故障。所开发的方法是基于对磁场定向电机电流的短时傅里叶变换的分析。采用线性判别分析对故障类型进行分类。
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引用次数: 4
Diagnosis of induction machines by d-q and i.s.c. rotor models 用d-q和i.s.c.转子模型诊断感应电机
A. Bellini, F. Filippetti, F. Franceschini, T. Sobczyk, C. Tassoni
Recently both d-q and instantaneous symmetrical components (i.s.c.) models for faulty cage induction machines have been proposed for numerical simulations of stator instantaneous currents. Applying FFT algorithm to stator current the sideband components at frequencies (1-2s)f can be evaluated. The amplitudes of these components are commonly used as diagnostic index to assess rotor condition in the MCSA diagnostic procedures. With the assumption of infinite machine-load combined inertia value or ideal speed control the speed ripple due to rotor asymmetry will not be present. Steady-state conditions can be considered and only the component at frequency (1-2s)f will appear. If the above assumption does not hold, the (1-2s)f component correspond to the sum of the two sideband lines. In any case the parameterization, i.e. the definition of an asymmetry factor used as diagnostic index to define the fault severity, is a key item. The simplest asymmetry factor may be the definition of an equivalent additional resistance DeltaRr linked to the number of contiguous broken bars. In this paper the proposals about the quantization of DeltaRr found in the literature are reviewed and compared with reference to one broken bar. A new proposal is also presented and its effectiveness is proven.
最近提出了故障笼型感应电机定子瞬时电流的d-q和瞬时对称分量(i.s.c)模型。将FFT算法应用于定子电流,可以计算频率为(1-2s)f的边带分量。在MCSA诊断程序中,这些分量的振幅通常用作评估转子状态的诊断指标。假设机载组合惯性值为无穷大或理想转速控制时,不存在转子不对称引起的转速脉动。可以考虑稳态条件,只出现频率为(1-2s)f的分量。如果上述假设不成立,则(1-2s)f分量对应于两条边带线之和。在任何情况下,参数化,即定义一个不对称因子作为诊断指标来定义故障严重程度,是一个关键项目。最简单的不对称因素可能是定义与相邻断条数相关的等效附加电阻。本文对文献中关于DeltaRr量化的建议进行了综述,并以某断条为例进行了比较。提出了一种新的方案,并对其有效性进行了验证。
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引用次数: 27
Detection of rotor faults under transient operating conditions by means of the Vienna Monitoring Method 利用维也纳监测方法检测转子暂态运行状态下的故障
C. Kral, H. Kapeller, F. Pirker, G. Pascoli
This contribution investigates the Vienna monitoring method during transient operation. The Vienna monitoring method is a rotor fault detection technique based on two space phasor machine models. These models derive quantities such as flux and torque. An induction machine with rotor asymmetries gives rise to double slip frequency oscillations of shaft torque. These oscillations are also reflected in the modelled torques. Accordingly, the fault indicator of the Vienna Monitoring Method is derived from the difference of the computed torques to compensate load effects. This paper presents measurement results regarding the Vienna Monitoring Method during stationary and transient operating conditions. The transient conditions include varying voltage and frequency as well as varying torque. The two transient cases are a challenge for any rotor fault detection technique, since the magnitudes and frequencies of fault-specific signatures are highly load and speed dependent.
这篇文章研究了维也纳在瞬态运行期间的监测方法。维也纳监测方法是一种基于两种空间相量机模型的转子故障检测技术。这些模型推导出诸如磁通和转矩之类的量。转子不对称的感应电机会引起轴转矩的双滑移频率振荡。这些振荡也反映在模型扭矩中。因此,维也纳监测方法的故障指示器是由计算扭矩的差异来补偿负载的影响。本文介绍了维也纳监测法在稳态和暂态工况下的测量结果。瞬态条件包括变电压、变频率和变转矩。这两种瞬态情况对任何转子故障检测技术都是一个挑战,因为故障特定特征的大小和频率高度依赖于负载和速度。
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引用次数: 8
Simulation of a doubly-fed induction machine for wind turbine generator fault analysis 双馈感应电机仿真用于风力发电机组故障分析
A. Yazidi, H. Henao, G. Capolino, D. Casadei, F. Filippetti, C. Rossi
For modern large wind farms, it is more and more interesting to design an efficient diagnostics system oriented to wind turbine generators based on doubly-fed induction machine (DFIM). In this paper, a complete system will be analyzed by suitable simulations to deeply study fault influence and to identify the best diagnostic procedure to perform predictive maintenance. All the research efforts have been developed on different signature analysis (XSA) in order to detect or to predict electrical and mechanical faults in wound-rotor induction machines. They will be applied on wind turbine generators and their effectiveness will be studied.
针对现代大型风电场,设计一种基于双馈感应电机(DFIM)的高效风力发电机组诊断系统已成为人们关注的焦点。本文将对一个完整的系统进行适当的仿真分析,以深入研究故障的影响,并确定进行预测性维护的最佳诊断程序。为了检测或预测绕线转子感应电机的电气和机械故障,所有的研究都是在不同特征分析(XSA)上进行的。它们将应用于风力发电机组,并对其有效性进行研究。
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引用次数: 36
Rotor bars breakage in railway traction squirrel cage induction motors and diagnosis by MCSA technique Part II : Theoretical arrangements for fault-related current sidebands 铁路牵引鼠笼式异步电动机转子断条及MCSA诊断。第二部分:故障相关电流边带的理论安排
C. Boccaletti, C. Bruzzese, O. Honorati, E. Santini
In a companion paper (Part I) the bar breakages for a 1.13 MW induction motor used in high speed railway traction drives were studied, by simulating the whole system (converter + motor) and by analyzing frequencies and amplitudes of current sidebands, for various loads (both active and inertial) and with increasing fault severity. It was recognized that faults can be characterized by (1-2s)f sideband, but results vary with load torque and drive inertia. Other sidebands appear less dependent from these disturbs, like (5+2s)f. Unfortunately, no works presented simple and general formulas about sidebands. In this paper, theoretical formulations for computation and prediction of rotor fault-related sideband frequencies and amplitudes are given, aiming to obtain relations useful for diagnostic purposes (fault severity assessment by MCSA), and by using Part I as a case-study. A decomposition by multiphase symmetrical components is performed, taking in account space harmonics. Formulas for (1-2s)f sideband amplitude are carried out, extendable to many other sidebands.
在一篇配套论文(第一部分)中,通过模拟整个系统(变流器+电机)并分析电流边带的频率和幅值,研究了高速铁路牵引传动中使用的1.13 MW异步电动机的棒断,该系统适用于各种负载(主动和惯性)以及故障严重程度的增加。发现故障可以用(1-2s)f边带表征,但结果随负载转矩和驱动惯量的变化而变化。其他边带似乎不太依赖于这些干扰,如(5+2s)f。不幸的是,没有任何作品提出关于侧带的简单而通用的公式。本文以第一部分为例,给出了转子故障相关边带频率和幅值的计算和预测的理论公式,旨在获得用于诊断目的(MCSA故障严重程度评估)的关系。在考虑空间谐波的情况下,采用多相对称分量进行分解。给出了(1-2s)f边带振幅的公式,可扩展到许多其他边带。
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引用次数: 27
Novel algebraic PWM strategy of a multilevel Voltage Source Inverter 一种新的多电平电压源逆变器的代数PWM策略
A. Talha, F. Bouchafaa, E. Berkouk, M. Boucherit, S. Kouroughli
In this paper, the authorpsilas present one algorithm of algebraic PWM strategy for seven-level neutral point clamping (NPC) voltage source inverter (VSI) is presented. This algorithm uses a control model of the inverter developed previously by the authors. In the first part, we develop a working model of this inverter, without presumption on its control, by using the connection functions of this converter. In the second part the control models of this converter by using respectively instantaneous and generating connection functions are reviewed. In the last part, one algebraic PWM control strategy of the inverter is proposed. The obtained results are full of promise to use this digital strategy to control seven-level NPC VSI used in high voltage, high power applications as electrical traction.
针对七电平中性点箝位(NPC)电压源逆变器(VSI),提出了一种代数PWM策略算法。该算法采用了作者先前开发的逆变器控制模型。在第一部分中,我们利用该逆变器的连接函数建立了该逆变器的工作模型,而不对其控制进行假设。第二部分分别介绍了瞬时连接函数和生成连接函数对该变换器的控制模型。最后,提出了一种逆变器的代数PWM控制策略。所获得的结果充满了希望,使用该数字策略来控制用于高压,高功率应用的七电平NPC VSI,如电力牵引。
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引用次数: 1
Local and global effect of a broken bar in induction machines using fundamental electromagnetic laws and finite element simulations 基于基本电磁定律和有限元模拟的感应电机断条局部和全局效应
J. Sprooten, J. Gyselinck, J. Maun
In this paper an induction machine with a broken rotor bar is studied. The present study shows that the theorem of superposition can lead to acceptable representation of a faulty machine in the case of saturable iron and this, even though local saturation is greatly affected by the presence of the broken bar. Several cases, representing healthy and faulty machines, saturable as well as faulty machines with permeability frozen at the healthy condition, are considered. The results obtained by finite element computations and interpreted graphically using Faradaypsilas and Amperepsilas laws, show that if we neglect the change of saturation due to the presence of the broken bar, the superimposed effect of the broken bar is not only the creation of a pulsating field but also to phase shift the stator currents. However, if local saturation is allowed to change due to the presence of the broken bar, the phase shift of the stator currents is annihilated and the only effect introduced by the broken bar is to create a pulsating field as in linear machines. Based on this conclusion, an analytical model of a faulty machine is obtained using the principle of superposition. This approach has the advantage to decompose the machine in healthy and faulty models and therefore reduce computation time. The model is used for precise detection and quantification of broken bars at early stage of the fault.
本文对转子断条感应电机进行了研究。本研究表明,在铁质饱和的情况下,即使局部饱和受到断裂铁条的极大影响,叠加定理也可以导致对故障机器的可接受表示。考虑了健康机和故障机、饱和机和故障机在健康状态下透气性冻结的几种情况。通过有限元计算并利用Faradaypsilas和Amperepsilas定律进行图形化解释的结果表明,如果忽略由于断条的存在而引起的饱和变化,断条的叠加效应不仅会产生脉动场,而且会使定子电流相移。然而,如果局部饱和由于断棒的存在而改变,定子电流的相移就会被湮灭,断棒所带来的唯一影响就是像线性电机一样产生脉动场。在此基础上,利用叠加原理建立了故障机械的解析模型。该方法的优点是将机器分解为健康模型和故障模型,从而减少了计算时间。该模型可用于断层早期断块的精确检测和量化。
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引用次数: 5
期刊
2005 5th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives
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