An improved ensemble empirical mode decomposition(EEMD) algorithm is described in this work, in which the sifting and ensemble number are self-adaptive. In particular, the new algorithm can effectively avoid the mode ...An improved ensemble empirical mode decomposition(EEMD) algorithm is described in this work, in which the sifting and ensemble number are self-adaptive. In particular, the new algorithm can effectively avoid the mode mixing problem. The algorithm has been validated with a simulation signal and locomotive bearing vibration signal. The results show that the proposed self-adaptive EEMD algorithm has a better filtering performance compared with the conventional EEMD. The filter results further show that the feature of the signal can be distinguished clearly with the proposed algorithm, which implies that the fault characteristics of the locomotive bearing can be detected successfully.展开更多
以目前有实用先例的注入式混合有源滤波器为例分析了电网中存在的非整数次谐波对混合型有源滤波器(hybrid active power filter,HAPF)的补偿性能和安全运行造成的影响,针对系统采用的谐波检测环节对非整数次谐波的不正确检测导致滤波器...以目前有实用先例的注入式混合有源滤波器为例分析了电网中存在的非整数次谐波对混合型有源滤波器(hybrid active power filter,HAPF)的补偿性能和安全运行造成的影响,针对系统采用的谐波检测环节对非整数次谐波的不正确检测导致滤波器性能降低并致使直流侧电压波动的问题。文中提出了一种稳定直流侧电压的方法和两种针对不同电网谐波含量情况的谐波检测方法,从实用性上看基于自适应噪声消除原理的谐波检测方法适用于整数次和非整数次谐波同时存在的情况,仿真和实验结果证明了这种方法能够准确的检测出电网中的各次谐波。文中所得的结论同样可以推广应用于其它结构的并联混合型有源滤波装置中,为其在含有非整数次谐波电网中的安全运行提供了有益的指导。展开更多
基金Project(61573381)supported by the National Natural Science Foundation of ChinaProject(2012AA051601)supported by the National High-tech Research and Development Program of China
文摘An improved ensemble empirical mode decomposition(EEMD) algorithm is described in this work, in which the sifting and ensemble number are self-adaptive. In particular, the new algorithm can effectively avoid the mode mixing problem. The algorithm has been validated with a simulation signal and locomotive bearing vibration signal. The results show that the proposed self-adaptive EEMD algorithm has a better filtering performance compared with the conventional EEMD. The filter results further show that the feature of the signal can be distinguished clearly with the proposed algorithm, which implies that the fault characteristics of the locomotive bearing can be detected successfully.
文摘以目前有实用先例的注入式混合有源滤波器为例分析了电网中存在的非整数次谐波对混合型有源滤波器(hybrid active power filter,HAPF)的补偿性能和安全运行造成的影响,针对系统采用的谐波检测环节对非整数次谐波的不正确检测导致滤波器性能降低并致使直流侧电压波动的问题。文中提出了一种稳定直流侧电压的方法和两种针对不同电网谐波含量情况的谐波检测方法,从实用性上看基于自适应噪声消除原理的谐波检测方法适用于整数次和非整数次谐波同时存在的情况,仿真和实验结果证明了这种方法能够准确的检测出电网中的各次谐波。文中所得的结论同样可以推广应用于其它结构的并联混合型有源滤波装置中,为其在含有非整数次谐波电网中的安全运行提供了有益的指导。
