【摘 要】
:
In order to detect a mechanical type of structural failure of the circuit breaker, the characteristics of the circuit breaker mechanical vibration signal is analyzed in this paper.A combination of med
【机 构】
:
Beihang University,School of Automation Science and Electrical Engineering,Beijing,China 100191
【出 处】
:
第十三届国际机电装置会议(IS-EMD2013)
论文部分内容阅读
In order to detect a mechanical type of structural failure of the circuit breaker, the characteristics of the circuit breaker mechanical vibration signal is analyzed in this paper.A combination of medium voltage circuit breaker based on empirical mode decomposition (EMD) amount of energy and support vector machine (SVM) theory vibration signal feature vector extraction and analysis of fault classification method is proposed.First, the vibration signal of the circuit breaker is decomposed by EMD, then intrinsic mode function (IMF) is obtain.The major fault feature information intrinsic mode functions the amount of energy of the component is obtained by discrete sampling points and the amount of energy.Using the amount of energy of IMF component as a feature vector, the failure of the test sample signal as input feature vector into trained "BT-SVM" support vector machine classification mechanism for fault classification.The differences and fault type of vibration signals can be identified by this method through the experimental analysis.
其他文献
采用Gleeble-1500D热压缩模拟试验机研究了铸态Ti-43Al-9V-Y合金在1100-1225℃,应变速率0.01--1.0 s-1条件下的高温变形行为.根据测得的真应力-真应变曲线,基于动态材料模型(DMM)建立了Ti-43Al-9V-Y合金的热加工图.结果表明,在高应变速率区,合金易发生楔形开裂;在1150℃,0.01 S-1条件下,合金发生了α+β+γ→β+γ相变;在1200-12
采用Birdgman定向凝固系统,在恒定的温度梯度和宽的生长速度范围(v=10-120 μm/s),对Ti-46Al-2Cr-2Nb合金进行了定向凝固实验,并对合金的领先相类型、一次枝晶间距(λ1)、二次枝晶间距(λ2)和片层间距(λe)进行分析.结果表明,随着生长速度的增加,试样的领先相由β相转变为α相;通过计算领先相界面温度,发现基于最高界面温度判据的相选择模型能对Ti-46Al-2Cr-2N
采用水冷Cu坩埚真空感应悬浮熔炼技术制备了Ti-46A1-8Nb和Ti-46A1-8Nb-0.1Er合金.根据氧化动力学,结合XRD,SEM和EDS分析氧化层的相结构、显微组织及与基体合金的界面特征,测试了合金在900℃的抗循环氧化性能.结果表明,2种合金循环氧化100 h,100 cyc均未见氧化膜剥落,Ti-46Al-8Nb-0.1Er较Ti-46Al-8Nb表现出更优良的抗氧化性能,氧化后第
采用真空非自耗电弧炉制备了不同含O量的Ti-46Al-8Nb-xO(原子分数)合金铸锭,研究间隙原子O对高Nb-TiAl合金凝固组织及相转变的影响规律和作用机制.结果表明,随着O含量的增加,Ti-46Al-8Nb-xO铸锭中α2相含量逐渐增加.O的加入明显细化合金组织,并且使得组织由双态组织向全片层组织转变.间隙原子O的添加使得Ti-46Al-8Nb合金由β相领先的凝固方式转化为以α相领先的凝固方
分别在900和1000℃下对全片层Ti-45Al-8.5Nb(W,B,Y)合金进行了长期热循环(500和1000 cyc)实验,通过光学显微镜(OM)、扫描电镜(SEM)及透射电镜(TEM)研究了该合金在不同温度长时热循环条件下的显微组织稳定性.研究表明,合金经全片层热处理工艺后凝固偏析(Al偏析)仍未完全消除,900℃下长期热循环后Al偏析处易产生不连续粗化,合金1000 cyc热循环后仍未发现
Increased inductance values and contact resistance in connector contact surfaces due to degradation of connector contact performance have been reported.In particular, inductance increases while degrad
The influence of the arc slot and electrode distance on the arc volt-ampere characteristic when breaking low DC current in this paper.One model is designed which has an arc chamber without splitter pl
In order to improve performances of DC breakers, the electromagnetic repulsion mechanism for hybrid DC circuit breaker is researched in this paper.The dynamic model of electromagnetic repulsion mechan
对两相区锻造的Ti3Al合金棒材分别在1020和1150℃保温30 min,以10,1.5和0.3℃/s速度冷至室温,研究了冷速对Ti3Al合金组织和拉伸性能的影响.结果表明,在1020℃固溶,冷速为10℃/s时,合金主要由B2相和α2相组成;降低冷速,基体中均匀析出针状α2/O相;冷速为0.3℃/s,等轴α2/O相体积分数增加,针状α2/O相粗化.随着冷速下降,合金的室温强度先升高后下降,塑性先
Thermal Overload Relay is a typical product under multi-physics coupling condition.The principle is that bimetal deflects under the effect of electrical, thermal and mechanical, tripping the mechanism