Design and Implementation of Power Quality Detecting System

Abstract

论文从国家规定的电能质量指标定义入手,介绍了各项指标的计算方法,其中重点讨论了电能质量监测中的谐波计算问题,对基于复序列的快速傅里叶变换算法进行详细的分析和推导,用数学手段揭示了计算结果表示的物理含义。接着探讨了在共享内存的多核计算机平台上,如何利用OpenMP对基于复序列的FFT算法进行并行化改进。论文还从计算机系统结构入手,阐述如何将程序编写成高速缓存友好和能充分利用处理器性能的代码。文中提供了改进后的算法和原始FFT算法的对比结果数据,数据证明利用OpenMP能对大数据量计算的程序进行方便、高效的多线程改造。改进后的算法对于8路(每路8192个采样点)数据的计算只需3毫秒,满足电能质量实...In this paper we paying attention to power quality and discuss the harmonics calculation algorithm which is the most important problem in our program. We use FFT based on complex sequence to calculate harmonic and prove the calculation results physical meaning with mathematical methods. We propose an OpenMP implementation of a Modified FFT Based on Complex Sequence on shared memory parallel comput...学位:工学硕士院系专业:信息科学与技术学院计算机科学系_计算机系统结构学号:2302007115125

    Similar works