Features generation by means of currents’ physical components for load identification

Yuval Beck; Nezah Calamaro; Liran Katzir; Doron Shmilovitz

doi:10.15199/48.2015.11.30

Features generation by means of currents’ physical components for load identification

Translated title of the contribution: Features generation by means of currents’ physical components for load identification

Yuval Beck, Nezah Calamaro, Liran Katzir, Doron Shmilovitz

School of Electrical Engineering

Tel Aviv University

Research output: Contribution to journal › Article › peer-review

Abstract

In this paper the process of extracting a set number of features that uniquely describe a nonlinear load is described. The method is used for classifying and identifying as well as determining the operation state of harmonic nonlinear loads. The method is based on harmonic spectral decomposition of periodic waveforms and on sorting and calculating the features by means of Currents’ Physical Components Theory. Using this theory enables to create features with physical meaning and to enable to calculate the actual various currents and powers of these loads.

Translated title of the contribution	Features generation by means of currents’ physical components for load identification
Original language	English
Pages (from-to)	115-118
Number of pages	4
Journal	Przeglad Elektrotechniczny
Volume	91
Issue number	11
DOIs	https://doi.org/10.15199/48.2015.11.30
State	Published - 1 Oct 2015

Keywords

Energy transport theory
Harmonics
Nonintrusive monitoring
Nonlinear load

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

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10.15199/48.2015.11.30

Cite this

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title = "Features generation by means of currents{\textquoteright} physical components for load identification",

abstract = "In this paper the process of extracting a set number of features that uniquely describe a nonlinear load is described. The method is used for classifying and identifying as well as determining the operation state of harmonic nonlinear loads. The method is based on harmonic spectral decomposition of periodic waveforms and on sorting and calculating the features by means of Currents{\textquoteright} Physical Components Theory. Using this theory enables to create features with physical meaning and to enable to calculate the actual various currents and powers of these loads.",

keywords = "Energy transport theory, Harmonics, Nonintrusive monitoring, Nonlinear load",

author = "Yuval Beck and Nezah Calamaro and Liran Katzir and Doron Shmilovitz",

year = "2015",

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doi = "10.15199/48.2015.11.30",

language = "الإنجليزيّة",

volume = "91",

pages = "115--118",

journal = "Przeglad Elektrotechniczny",

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AU - Beck, Yuval

AU - Calamaro, Nezah

AU - Katzir, Liran

AU - Shmilovitz, Doron

PY - 2015/10/1

Y1 - 2015/10/1

N2 - In this paper the process of extracting a set number of features that uniquely describe a nonlinear load is described. The method is used for classifying and identifying as well as determining the operation state of harmonic nonlinear loads. The method is based on harmonic spectral decomposition of periodic waveforms and on sorting and calculating the features by means of Currents’ Physical Components Theory. Using this theory enables to create features with physical meaning and to enable to calculate the actual various currents and powers of these loads.

AB - In this paper the process of extracting a set number of features that uniquely describe a nonlinear load is described. The method is used for classifying and identifying as well as determining the operation state of harmonic nonlinear loads. The method is based on harmonic spectral decomposition of periodic waveforms and on sorting and calculating the features by means of Currents’ Physical Components Theory. Using this theory enables to create features with physical meaning and to enable to calculate the actual various currents and powers of these loads.

KW - Energy transport theory

KW - Harmonics

KW - Nonintrusive monitoring

KW - Nonlinear load

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U2 - 10.15199/48.2015.11.30

DO - 10.15199/48.2015.11.30

M3 - مقالة

SN - 0033-2097

VL - 91

SP - 115

EP - 118

JO - Przeglad Elektrotechniczny

JF - Przeglad Elektrotechniczny

IS - 11

ER -

Features generation by means of currents’ physical components for load identification

Abstract

Keywords

All Science Journal Classification (ASJC) codes

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