用哈尔小波变换模拟一个非线性时变电路

IF 1.4 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Iet Science Measurement & Technology Pub Date : 2022-06-16 DOI:10.1049/smt2.12112
Georgios G. Roumeliotis, Jan Desmet, Jos Knockaert
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引用次数: 0

摘要

当拉普拉斯变换和傅立叶变换面临无法解决的障碍时,小波理论已经解开了许多复杂的问题,包括那些与系统的瞬态和稳态响应有关的问题。无功线性元件(如电感和电容器)通常在频率平面上处理。非线性(如二极管)或时变元件(如开关)通常在时间平面上进行模拟(如二极管通过其I-V特性),并且在交流分析(如电路仿真软件)中被认为是开路或短路。虽然转换电路在一个替代平面,如哈尔小波平面,大大简化了过程,小波广泛集成到仪器和教育尚未实现;一个潜在的原因是将小波理论应用于电路和信号非常复杂。本文的目的是弥合这一差距,提供一种新的用户友好的,类似拉普拉斯的方法,利用基于测量的模型和哈尔小波。应用Haar小波变换和使用Haar运算矩阵的拉普拉斯逆变换的数值方法来计算非线性时变系统的总电流,即为非线性时变负载供电的电压源的总电流。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Simulation of a non-linear, time-variant circuit using the Haar wavelet transform

Wavelet theory has disentangled numerous complexities, including those pertinent to transient and steady-state responses of systems, when Laplace and Fourier transforms face insoluble obstacles. Reactive linear components (e.g. inductors and capacitors) are typically handled in the frequency plane. Non-linear (e.g. diodes) or time-variant components (e.g. switches) are conventionally simulated in the time plane (e.g. a diode via its IV characteristic) and are considered open or short circuits in AC analyses (e.g. in circuit simulation software). Although translating circuits in an alternative plane, such as the Haar wavelet plane, significantly simplifies the process, a wide integration of wavelets into instruments and education is not yet realised; an underlying reason is the considerate complexity of applying wavelet theory to circuits and signals. The aim of this paper is to bridge this gap, providing a new user-friendly, Laplace-alike approach, utilising measurement-based models and the Haar wavelet. The Haar wavelet transform and a numerical method for the inverse Laplace transform which uses the Haar operational matrix are applied, to calculate the total current of a non-linear, time-variant system, that is the total current of a voltage source which powers a non-linear, time-variant load.

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来源期刊
Iet Science Measurement & Technology
Iet Science Measurement & Technology 工程技术-工程:电子与电气
CiteScore
4.30
自引率
7.10%
发文量
41
审稿时长
7.5 months
期刊介绍: IET Science, Measurement & Technology publishes papers in science, engineering and technology underpinning electronic and electrical engineering, nanotechnology and medical instrumentation.The emphasis of the journal is on theory, simulation methodologies and measurement techniques. The major themes of the journal are: - electromagnetism including electromagnetic theory, computational electromagnetics and EMC - properties and applications of dielectric, magnetic, magneto-optic, piezoelectric materials down to the nanometre scale - measurement and instrumentation including sensors, actuators, medical instrumentation, fundamentals of measurement including measurement standards, uncertainty, dissemination and calibration Applications are welcome for illustrative purposes but the novelty and originality should focus on the proposed new methods.
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