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<front>
<journal-meta>
<journal-id journal-id-type="redalyc">3442</journal-id>
<journal-title-group>
<journal-title specific-use="original" xml:lang="es">TecnoLógicas</journal-title>
</journal-title-group>
<issn pub-type="ppub">0123-7799</issn>
<issn pub-type="epub">2256-5337</issn>
<publisher>
<publisher-name>Instituto Tecnológico Metropolitano</publisher-name>
<publisher-loc>
<country>Colombia</country>
<email>tecnologicas@itm.edu.co</email>
</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="art-access-id" specific-use="redalyc">344255453007</article-id>
<article-id pub-id-type="doi">https://doi.org/10.22430/22565337.780</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Artículos de investigación</subject>
</subj-group>
</article-categories>
<title-group>
<article-title xml:lang="en">Experimental characterization of compact fluorescent lamps for harmonic analysis of power distribution systems</article-title>
<trans-title-group>
<trans-title xml:lang="es">Caracterización
experimental de lámparas fluorescentes compactas para el análisis armónico de
sistemas de distribución de energía eléctrica</trans-title>
</trans-title-group>
<alt-title alt-title-type="lt-running">TecnoLógicas,
ISSN-p0123-7799/ ISSN-e 2256-5337, Vol. 21, No. 42, mayo-agostode 2018, pp.
79-94</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="no">
<name name-style="western">
<surname>Henao-Muñoz</surname>
<given-names>Andrés C.</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<email>achenaom@unal.edu.co</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<name name-style="western">
<surname>Herrera-Murcia</surname>
<given-names>Javier G.</given-names>
</name>
<xref ref-type="aff" rid="aff2"/>
<email>jherreram@unal.edu.co</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<name name-style="western">
<surname>Saavedra-Montes</surname>
<given-names>Andrés J.</given-names>
</name>
<xref ref-type="aff" rid="aff3"/>
<email>ajsaaved@unal.edu.co</email>
</contrib>
</contrib-group>
<aff id="aff1">
<institution content-type="original">Ingeniero
de Control, Departamento de Energía Eléctrica y Automática, Universidad
Nacional de Colombia, Medellín-Colombia, achenaom@unal.edu.co</institution>
<institution content-type="orgname">Universidad
Nacional de Colombia</institution>
<country country="CO">Colombia</country>
</aff>
<aff id="aff2">
<institution content-type="original">PhD
en Ingeniería, Magister en Ingeniería con Énfasis en Alta Tensión, Ingeniero
Electricista, Departamento de Energía Eléctrica y Automática, Universidad
Nacional de Colombia, Medellín-Colombia, jherreram@unal.edu.co</institution>
<institution content-type="orgname">Universidad
Nacional de Colombia</institution>
<country country="CO">Colombia</country>
</aff>
<aff id="aff3">
<institution content-type="original">PhD en
Ingeniería, Magister en Sistemas de Generación de Energía Eléctrica, Ingeniero
Electricista, Departamento de Energía Eléctrica y Automática, Universidad
Nacional de Colombia, Medellín-Colombia, ajsaaved@unal.edu.co</institution>
<institution content-type="orgname">Universidad
Nacional de Colombia</institution>
<country country="CO">Colombia</country>
</aff>
<pub-date pub-type="epub-ppub">
<season>May-August 2019</season>
<year>2018</year>
</pub-date>
<volume>21</volume>
<issue>42</issue>
<fpage>79</fpage>
<lpage>94</lpage>
<history>
<date date-type="received" publication-format="dd mes yyyy">
<day>05</day>
<month>02</month>
<year>2018</year>
</date>
<date date-type="accepted" publication-format="dd mes yyyy">
<day>09</day>
<month>04</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Los artículos publicados por la revista TecnoLógicas son obras literarias y científicas protegidas por las leyes de Derecho de Autor. Con la firma de la Declaración de Originalidad, así como con la entrega de la obra para su consideración o posible publicación, los autor autorizan de forma gratuita, al INSTITUTO TECNOLÓGICO METROPOLITANO –ITM- para la publicación, reproducción, comunicación, distribución y transformación de la obra e igualmente declaran bajo la gravedad del juramento que la obra es original e inédita de exclusiva autoría de los remitentes.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Instituto Tecnológico Metropolitano</copyright-holder>
<ali:free_to_read/>
<license xlink:href="https://creativecommons.org/licenses/by/3.0/">
<ali:license_ref>https://creativecommons.org/licenses/by/3.0/</ali:license_ref>
<license-p>Esta obra está bajo una Licencia Creative Commons Atribución 3.0 Internacional.</license-p>
</license>
</permissions>
<abstract xml:lang="en">
<title>Abstract</title>
<p> The modeling of a compact fluorescent lamp for harmonic analysis under terminal voltage variation is presented in this paper. The compact fluorescent lamp is represented with the diode bridge rectifier model, which is commonly used for harmonic analysis. The set of parameters is estimated for different values of the terminal voltage applied to the lamp. The equations to estimate the parameters and the required measurements to calculate them are presented. To characterize the lamp an experiment is carried out varying the RMS terminal voltage from 10 V to 131.6 V and for each terminal voltage value the apparent, real and reactive powers, the power factor, the current and the applied voltage are registered. To validate the model in the range of the terminal voltage, the total harmonic distortion of current calculated with the experimental signal and the total harmonic distortion of current calculated with simulation software are compared. The results show that the compact fluorescent lamp can be represented for one set of parameters in the operation range of the terminal voltage suggested by the manufacture.  </p>
</abstract>
<trans-abstract xml:lang="es">
<title>Resumen</title>
<p> El modelado de una lámpara fluorescente compacta para análisis armónico bajo la variación del voltaje en terminales es presentado en este artículo. La lámpara fluorescente compacta es representada con el modelo de un rectificador tipo puente de diodos, el cual es comúnmente usado para análisis armónico. El conjunto de parámetros es estimado para diferentes valores del voltaje en terminales aplicado a la lámpara. Las ecuaciones para estimar los parámetros y las medidas requeridas para calcularlos son presentadas. Para caracterizar la lámpara un experimento es llevado a cabo variando el voltaje en terminales RMS desde 10 V hasta 131.6 V y para cada valor del voltaje en terminales las potencias aparente, real y reactiva, el factor de potencia, la corriente y el voltaje aplicado son registrados. Para validar el modelo en el rango del voltaje en terminales, la distorsión armónica total de corriente calculada con la señal experimental y la distorsión armónica total de corriente calculada con un software de simulación son comparadas. Los resultados muestran que la lámpara fluorescente compacta puede ser representada por un conjunto de parámetros en el rango de operación del voltaje en terminales sugerido por el fabricante.  </p>
</trans-abstract>
<kwd-group xml:lang="en">
<title>Keywords</title>
<kwd>Experimental estimation</kwd>
<kwd>nonlinear model</kwd>
<kwd>compact
fluorescent lamps</kwd>
<kwd> harmonic studies</kwd>
<kwd>terminal voltage variation</kwd>
</kwd-group>
<kwd-group xml:lang="es">
<title>Palabras clave</title>
<kwd>Estimación experimental</kwd>
<kwd>modelo no-lineal</kwd>
<kwd>lámparas
fluorescentes compactas</kwd>
<kwd>estudios armónicos</kwd>
<kwd> variación del voltaje en
terminales</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="0"/>
<equation-count count="11"/>
<ref-count count="18"/>
</counts>
</article-meta>
</front>
<body>
<sec>
<title/>
<p>
<disp-quote>
<p> Cómo citar / How to cite </p>
<p> C. Henao-Muñoz, J. G. Herrera-Murcia, y A. J. Saavedra-Montes, Experimental characterization of compact fluorescent lamps for harmonic analysis of power distribution systems. TecnoLógicas, vol. 21, no. 42, pp. 79-94, 2018.</p>
</disp-quote>
</p>
</sec>
<sec sec-type="intro">
<title>1. INTRODUCTION</title>
<p> The efficient use of power energy is one of the main objectives of the power industry and particularly the use of compact fluorescent lamps (CFLs) and LED lamps has been a contribution to obtain better energy efficiency. In 2014 the percentage of several lamps used as lighting technology was: 22% for incandescent light bulbs, 12% for halogens lamps, 28% for CFL, 3% for LED lamps, and 35% for linear fluorescent tubes. A fall to less than 4% of incandescent lamps is expected by 2022 [<xref ref-type="bibr" rid="redalyc_344255453007_ref1">1</xref>]. Those incandescent lamps will be replaced by compact fluorescent and LED lamps. The replacement will be driven for the low power consumption of CFLs and LED lamps in contrast with traditional incandescent lamps [<xref ref-type="bibr" rid="redalyc_344255453007_ref1">1</xref>], [<xref ref-type="bibr" rid="redalyc_344255453007_ref2">2</xref>]. However, the massive presence of these highly nonlinear loads in the power distribution systems has generated knew challenges to utilities to keep a good quality of power [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>]. Therefore, the big scale use of the lamps has generated an increase in the harmonic distortion of current and consequently, problems related with that phenomenon [<xref ref-type="bibr" rid="redalyc_344255453007_ref4">4</xref>]–[<xref ref-type="bibr" rid="redalyc_344255453007_ref6">6</xref>]. Another problem introduced by CFLs is their low power factor and its consequences as power losses, high voltage regulation, and active power capacity reduction in feeders [<xref ref-type="bibr" rid="redalyc_344255453007_ref7">7</xref>]. </p>
<p> To anticipate the problems generated by a massive insertion of small nonlinear loads, several investigations have focused on characterizing and predict the increase of harmonic currents due the CFLs. Some authors have used emulators [<xref ref-type="bibr" rid="redalyc_344255453007_ref8">8</xref>], and others mathematical models [<xref ref-type="bibr" rid="redalyc_344255453007_ref9">9</xref>]–[<xref ref-type="bibr" rid="redalyc_344255453007_ref14">14</xref>]. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref8">8</xref>] the authors recognize the non-linear characteristic of CFLs and the consequently distortion introduced to the power network. In order to study the effects of the CFL non-linear characteristic, the authors propose a memristor emulator circuit, which is able to represent the non-linear characteristic of several CFLs. </p>
<p> Some of the commonly used models to predict the impact of the compact fluorescent lamps over the power distribution systems are the equivalent circuit based on diode rectifier bridge and models in the frequency domain as the model of matrix of coupled admittances. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref15">15</xref>], the authors analyze the impact on current distortion of multiples loads while the feeder length, the supply voltage distortion, and the number of connected CFLs are varied. The analysis was based on simulations using the diode bridge rectifier model of CFLs. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref9">9</xref>] and [<xref ref-type="bibr" rid="redalyc_344255453007_ref11">11</xref>], the authors evaluate the model of matrix of coupled admittances. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref9">9</xref>], the authors propose four simplifications to the model of the matrix of coupled admittance and analyze the precision of the results and the processing time during the simulations. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref11">11</xref>] the equivalent circuit of a CFL is used to derive the equations of the circuit. Later, several methods to estimate the parameters of the circuit are presented. Finally, the authors propose a reduced model and evaluate the impact of the amount of CFLs over the Total Harmonic Distortion (THD) of current through simulations. </p>
<p> In [<xref ref-type="bibr" rid="redalyc_344255453007_ref10">10</xref>] and [<xref ref-type="bibr" rid="redalyc_344255453007_ref13">13</xref>] the equivalent circuit of a CFL is presented. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref10">10</xref>] the model is modified adding a resistance in series with the voltage source increasing the precision of the model when it is compared with the equivalent circuit presented in [<xref ref-type="bibr" rid="redalyc_344255453007_ref11">11</xref>]. Based on this well-known circuit, the authors of [<xref ref-type="bibr" rid="redalyc_344255453007_ref10">10</xref>] and [<xref ref-type="bibr" rid="redalyc_344255453007_ref13">13</xref>] presents an estimation method, which is compared with an estimation method presented in [<xref ref-type="bibr" rid="redalyc_344255453007_ref14">14</xref>]. The method presented in [<xref ref-type="bibr" rid="redalyc_344255453007_ref13">13</xref>] offers better results estimating the parameters. </p>
<p> Despite the large amount of studies in modeling and characterization of CFLs for harmonic analysis, the impact of the changes in the operating point of the voltage source over the THD of current has not been analyzed in all the range of the terminal voltage of the lamps, e.g. in [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>] a characterization of the variable waveforms of CFLs is realized for several values of the terminal voltage registering the changes of the waveforms and analyzing their nonlinearity; however, the CFLs are not characterized in low values of the terminal voltages. </p>
<p> Studies carried out in [<xref ref-type="bibr" rid="redalyc_344255453007_ref16">16</xref>] and [<xref ref-type="bibr" rid="redalyc_344255453007_ref17">17</xref>] have characterized the impact of the THD of voltage of the distribution system over the THD of current produced by a CFL with electronic ballast, finding that increasing the THD of voltage changes the THD of current; however, an analytical relation between this variables is not defined. </p>
<p> A model commonly reported in literature to represent residential nonlinear loads is an equivalent circuit based in a diode bridge rectifier [<xref ref-type="bibr" rid="redalyc_344255453007_ref2">2</xref>], [<xref ref-type="bibr" rid="redalyc_344255453007_ref14">14</xref>], and [<xref ref-type="bibr" rid="redalyc_344255453007_ref18">18</xref>]. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref14">14</xref>] the authors evaluate the representation of the model for 12 CFLs of different manufacturer. The reported validation errors are lower than 10% for 11 of the 12 evaluated lamps. However, the lamps were only feeding with their rated voltage. The last results show that model based on diode bridge rectifier is a close representation of the CFLs. For that reason the model based on diode bridge rectifier is selected in this work to represent the CFLs. </p>
<p> The objective of this paper is to model compact fluorescent lamps, from experiments that vary the terminal voltage from zero to higher values than the rated one, for harmonic analysis of distribution systems. The CFL are represented with a model based on diode bridge rectifier, which is commonly reported in the scientific literature as a sufficient representation of CFLs. Consequently, the procedure to estimate the parameters of the model is described in detail. To obtain the required registers by the estimation, an experimental characterization of the load is carried out. During the experiment a CFL is feeding with 32 different values of terminal voltage, which are between 35.7 V and 131.6 V. This characterization shows the impact generated by the change of the distribution system voltage over the total harmonic distortion of current produced by a CFL. The validity of the model is evaluated comparing the THD of current calculated from the experimental signals versus the THD of current calculated from the software of circuital analysis PSIM® when the model is simulated. The results show that harmonic distortion of current is constant as long as the CFL is powered with a voltage value between the values of the range of operation reported by the manufacturer. Therefore, only one set of parameters can be used to represent the lamp. If a power analysis requires obtaining the harmonic content of a CFL powered with a lower voltage than the range of operation, the parameters of the circuital model should be obtained for the specific value of the applied voltage. </p>
<p> The rest of the paper is organized as follow: Section II describes the methodology to model the CFLs in all the range of their terminal voltage. This section includes the model selection, the process to estimate its parameters, the description of the experiment carried out, and the validation method. Then, Section III presents the characterization of the load, which is intended to obtain the impact that produces the variation of terminal voltage over the THD of current produced by the load. Then, the THD of experimental currents and simulated currents are compared. Finally, the conclusions close the paper.</p>
</sec>
<sec sec-type="methods">
<title>2. METHODOLOGY</title>
<p> The methodology consists in selecting the model based on a diode bridge rectifier to represent the CFLs and a method to estimate its parameters. Later an experiment is carried out varying the terminal voltage of the lamp and its variables are registered in each operating point. Then, the parameters of the model are estimated in each operating point and later the model is simulated in each operating condition through the PSIM® software. Finally, the total harmonic distortions calculated from experimental currents are compared with the total harmonic distortions calculated from the simulated currents. </p>
<sec sec-type="methods">
<title>2.1 Model based
on a Diode Bridge Rectifier (DBR) and parameter estimation</title>
<p>Several residential nonlinear loads are represented by a single phase
equivalent circuit of a diode bridge rectifier, see <xref ref-type="fig" rid="gf1">Fig. 1.</xref> The CFLs have been
closed represented by that model when the lamps are powered in it rated
voltage. The model includes in its input an inductor <italic>L</italic>, which is in series with
the rectifier bridge. The rectifier circuit powers a resistance <italic>R</italic>, which
represents the power consumed by the load. The capacitance <italic>C</italic> is included to
reduce the ripple in the resistance. The interaction of these three parameters
defines the circuit dynamic and the shape of the current waveform drawing by
the circuit.</p>
<p>
<fig id="gf1">
<label>Fig. 1.</label>
<caption>
<title>Circuit model of a CFL based on diode bridge
rectifier.</title>
</caption>
<alt-text>Fig. 1. Circuit model of a CFL based on diode bridge
rectifier.</alt-text>
<graphic xlink:href="344255453007_gf1.png" position="anchor" orientation="portrait"/>
<attrib>Source: authors.</attrib>
</fig>
</p>
<p>arameters <italic>L</italic>, <italic>C</italic>, and <italic>R</italic> are estimated from the waveform analysis of the source voltage
and the current drawn by the circuit. For simulations the circuit should by
powered with a source voltage purely sinusoidal. In <xref ref-type="fig" rid="gf2">Fig. 2</xref> there is the
comparison of the waveforms of voltage <italic>Vs </italic>(<inline-graphic xlink:href="344255453007_gi0.jpg"/>),
and current<italic> i </italic>(<inline-graphic xlink:href="344255453007_gi1.jpg"/>). Aditionally, the
direct current voltage <italic>Vdc </italic>(<inline-graphic xlink:href="344255453007_gi16.jpg"/>) is
included and the inverse of the source voltage to draw the measures that allow
estimating the parameters. The waveforms are presented as a function of <inline-graphic xlink:href="344255453007_gi17.jpg"/>° given in radians to simplify the
analysis. The source voltage is taken as reference and specifically its
positive maximum value. The measures highlighted in <xref ref-type="fig" rid="gf2">Fig. 2</xref> are registered,
where <italic>B</italic> is the magnitude of the
current pulse measured in A, α is the
firing angle of the current pulse in rad, <inline-graphic xlink:href="344255453007_gi2.jpg"/>
<italic>max</italic>
is the angle of the maximum value of the current pulse in rad, and δ is the fall angle of the current pulse
in rad.</p>
<p>
<fig id="gf2">
<label>Fig. 2.</label>
<caption>
<title>Comparison of the waveforms of <italic>Vs (θ), i (θ),
-Vs (θ), Vdc (θ)</italic> to draw the measures</title>
</caption>
<alt-text>Fig. 2. Comparison of the waveforms of Vs (θ), i (θ),
-Vs (θ), Vdc (θ) to draw the measures</alt-text>
<graphic xlink:href="344255453007_gf2.png" position="anchor" orientation="portrait"/>
<attrib>Source: authors.</attrib>
</fig>
</p>
<p>Once the values of <italic>B</italic>, α, <inline-graphic xlink:href="344255453007_gi3.jpg"/>
<italic>max</italic>,
and δ are registered, and
additionally the fundamental frequency and the harmonic spectrum of the source
voltage and the power consumed by the load, it is possible to estimate the
parameters<italic> L</italic>, <italic>C</italic>, and <italic>R</italic> of the CFL
model. To estimate <italic>L</italic> and <italic>R</italic> the rectified voltage <italic>V<sub>dc</sub>
</italic> should be calculated,
therefore the source voltage V<sub>s</sub>
is expressed as the sum of the harmonics that compose it (<xref ref-type="disp-formula" rid="e1">1</xref>).</p>
<p>
<disp-formula id="e1">
<label>(1)</label>
<graphic xlink:href="344255453007_ee1.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p> Where, <italic>h</italic> is the order for each harmonic, H is the last harmonic present in the spectrum, θ = ωt = 2πft, f is the fundamental frequency, and t is the time, φh is the phase angle for each harmonic and <italic>V<sub>h</sub>
</italic> is the corresponding voltage amplitude. </p>
<p> On the other hand, it is possible to describe the source voltage with a different expression (<xref ref-type="disp-formula" rid="e2">2</xref>), which is derived from the analysis of the equivalent circuit of <xref ref-type="fig" rid="gf1">Fig. 1</xref>.</p>
<p>
<disp-formula id="e2">
<label>(2)</label>
<graphic xlink:href="344255453007_ee2.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>In <xref ref-type="fig" rid="gf2">Fig. 2</xref> it is observed that <italic>V<sub>dc</sub>
</italic>
and −<italic>V</italic>
<sub>
<italic>s</italic>
</sub> are equals in the
radians corresponding with the start of the current pulse α, therefore an expression to calculate <italic>V<sub>dc</sub>
</italic>, when θ = α
is obtained (<xref ref-type="disp-formula" rid="e3">3</xref>).</p>
<p>
<disp-formula id="e3">
<label>(3)</label>
<graphic xlink:href="344255453007_ee3.jpg" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>To estimate the inductance L, (<xref ref-type="disp-formula" rid="e2">2</xref>) is integrated between α and <inline-graphic xlink:href="344255453007_gi4.jpg"/>
<italic>max</italic>, where α
≤ <inline-graphic xlink:href="344255453007_gi8.jpg"/>
<italic>max</italic> ≤ δ and the <italic>V<sub>dc</sub>
</italic> value is assumed constant in time (<xref ref-type="disp-formula" rid="e4">4</xref>)</p>
<p>
<disp-formula id="e4">
<label>(4)</label>
<graphic xlink:href="344255453007_ee4.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Because
<italic>i</italic> (α) =<italic>0</italic>, it is possible to solve <italic>i</italic> (<inline-graphic xlink:href="344255453007_gi9.jpg"/>
<italic>max</italic>) from (<xref ref-type="disp-formula" rid="e4">4</xref>) and obtain
(<xref ref-type="disp-formula" rid="e5">5</xref>).</p>
<p>
<disp-formula id="e5">
<label>(5)</label>
<graphic xlink:href="344255453007_ee5.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>From <xref ref-type="fig" rid="gf2">Fig. 2</xref> it is observed that:</p>
<p>
<disp-formula id="e6">
<label>(6)</label>
<graphic xlink:href="344255453007_ee6.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Equating (<xref ref-type="disp-formula" rid="e5">5</xref>) and (<xref ref-type="disp-formula" rid="e6">6</xref>), an expression to estimate <italic>L</italic> is obtained (<xref ref-type="disp-formula" rid="e7">7</xref>).</p>
<p>
<disp-formula id="e7">
<label>(7)</label>
<graphic xlink:href="344255453007_ee7.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>To estimate the resistance value <italic>R</italic>,
again the <italic>V<sub>dc</sub>
</italic> value is
assumed constant in time and equal to the value calculated in (<xref ref-type="disp-formula" rid="e3">3</xref>), and solved
from (<xref ref-type="disp-formula" rid="e8">8</xref>).</p>
<p>
<disp-formula id="e8">
<label>(8)</label>
<graphic xlink:href="344255453007_ee8.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>An expression to estimate <italic>R</italic>
from the power consumed by the load <italic>P<sub>R</sub>
</italic>,
is presented as (<xref ref-type="disp-formula" rid="e9">9</xref>).</p>
<p>
<disp-formula id="e9">
<label>(9)</label>
<graphic xlink:href="344255453007_ee9.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>To estimate C, the model is simplified neglecting the inductance. So,
the ripple of the rectified voltage oscillates between two values,<italic> V<sub>dcmax</sub>
</italic> and <italic>V<sub>dcmin</sub>
</italic>. If in some moment the
value of <italic>V<sub>dc</sub>
</italic> falls until 0
V<sub>AC</sub> with the same slope of the oscillation, the decay time would be
estimated as <italic>R <sup>
<bold>.</bold>
</sup>C</italic> seconds, therefore <italic>V<sub>dc</sub>
</italic> can be expressed with (<xref ref-type="disp-formula" rid="e10">10</xref>).</p>
<p>
<disp-formula id="e10">
<label>(10)</label>
<graphic xlink:href="344255453007_ee10.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Finally, solving <italic>C</italic> from (<xref ref-type="disp-formula" rid="e10">10</xref>)
allows estimating the capacitance value from (<xref ref-type="disp-formula" rid="e11">11</xref>).</p>
<p>
<disp-formula id="e11">
<label>(11)</label>
<graphic xlink:href="344255453007_ee11.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>During the estimation of the parameters it is observed that there is a
high sensibility in the parameters value depending on the resolution of
waveforms in <xref ref-type="fig" rid="gf2">Fig. 2</xref> and consequently in the precision of the measures in the
figure.</p>
<sec sec-type="methods">
<title>2.2 Design of an
experiment to characterize a compact fluorescent lamp under the variation of
its terminal voltage</title>
<p>In order to characterize the behavior of a CFL under the variation of
the distribution system voltage, and to estimate the parameters of a DBR model
that represent the CFL under the same variation, the next experiment is
proposed. Two important elements are required to carry out the experiment. An
AC voltage supply able to vary the supply voltage from 0% to 110% of the nominal
voltage of the lamp and a power logger able to register the voltage and current
waveforms, its RMS values, harmonic spectrums, THDs, and the fundamental
frequency. Those measurements are used to estimate the parameters of the model
in any point of operation. Also, the apparent, real, and reactive power, and
the power factor should be registered with the power analyzer, and those
measurements are used to characterize the behavior of each variable versus the
supply voltage variation. <xref ref-type="fig" rid="gf3">Fig. 3.</xref> shows the several measurements that are
registered with a power logger. In the figure, the measurements correspond to
an 85 VAC. In the first step, the CFL should be powered with 110% of
its nominal voltage and all the variables mention above must be registered.
Then, the terminal voltage is reduced in steps of 2 V until reach 90 V,
registering the variables of the CFL in each voltage value. 2V were selected as
the voltage step in the range of 75% and 110% of the nominal voltage because
that is the average operation range proposed by the manufacturers of several
CFLs. Then, the voltage is reduced in steps of 5 V until the lamp is turned off
or an operation failure is reached.</p>
<p>
<fig id="gf3">
<label>Fig.
3.</label>
<caption>
<title>Experimental measurements obtained in 85 VAC.</title>
<p>a. Waveforms of current, voltage and fundamental frequency b.
Power values c. Harmonic spectrum of the
current, THD and its RMS value d. Harmonic spectrum of the voltage, THD and its RMS value.</p>
</caption>
<alt-text>Fig.
3. Experimental measurements obtained in 85 VAC.</alt-text>
<graphic xlink:href="344255453007_gf3.jpg" position="anchor" orientation="portrait"/>
<attrib>Source: Authors’ own work.</attrib>
</fig>
</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion">
<title>3. RESULTS AND
DISCUSSION</title>
<p>To characterize a compact fluorescent lamp during its terminal voltage
variation, a set of electrical machines is used to carry out the experiment.
The set is composed by a synchronous motor and a synchronous generator. The
terminal voltage of the synchronous generator is varied with its field current.
The field current is produced with a single phase rectifier powered with a
variable transformer. See <xref ref-type="fig" rid="gf4">Fig. 4</xref>. Before to start the experiment, the no load
characteristic of the generator is drawn in order to identify its linear zone
and avoid the magnetic saturation effect over the measurements. The CFL is
connected to the generator between lines 2 and 3 avoiding the magnetic
saturation zone.</p>
<p>
<fig id="gf4">
<label>Fig.
4</label>
<caption>
<title>Electrical diagram of the experimental bench used to vary the terminal
voltage applied to the CFL.</title>
</caption>
<alt-text>Fig.
4 Electrical diagram of the experimental bench used to vary the terminal
voltage applied to the CFL.</alt-text>
<graphic xlink:href="344255453007_gf4.jpg" position="anchor" orientation="portrait"/>
<attrib>Source: authors</attrib>
</fig>
</p>
<p> Once the voltage source is characterized, the CFL is connected to the generator and the voltage is varied from 131.6 V until 10 V. The CFL worked until 35.7 V, but data was recorded even when the CFL was off. The variables were registered using the three phase power logger Fluke 1735. It is important to highlight that any power logger with the capacity of register the variables just mentioned, can be utilized. During the experiment more than 32 different voltages were applied to the CFL and the required variables were registered. Figure 5 presents the recorded variables versus the terminal voltage variation. </p>
<p> In <xref ref-type="fig" rid="gf5">Fig. 5</xref> the behavior of apparent, real, and reactive power, power factor, THD of voltage, and THD of current when the terminal voltage is varied, can be observed. The behavior of those six variables characterizes the CFL when its terminal voltage is varied. Apparent and real powers have a similar behavior, both variables increase when the voltage increases. On the other hand, the reactive power absorbed (In this case, the reactive power negative values mean absorbed reactive power) increases in the voltage range between 10 V and 65 V. The reactive power exhibits a stable value of 5 vars in the voltage range between 116 V and 130 V. The tendencies of reactive and real powers result in a smoothly power factor variation in the voltage operation range. The THD of current varies from 20% to 110% in the whole voltage range, however the THD of current is practically constant in the operation range of the CFL between 90 V to 130 V. This behavior shows that a CFL has a low effect in a harmonics analysis as long as the terminal voltage is in the operation voltage range.</p>
<p>
<fig id="gf5">
<label>Fig. 5.</label>
<caption>
<title>Variation of apparent, real, and reactive power, power factor, THD
of voltage, and THD of current versus the terminal voltage variation.</title>
</caption>
<alt-text>Fig. 5. Variation of apparent, real, and reactive power, power factor, THD
of voltage, and THD of current versus the terminal voltage variation.</alt-text>
<graphic xlink:href="344255453007_gf5.jpg" position="anchor" orientation="portrait"/>
<attrib>Source:
authors</attrib>
</fig>
</p>
<p>The behavior of the CFL variables presented in <xref ref-type="fig" rid="gf5">Fig. 5</xref> is validated in
contrast with the results reported in [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>]. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>] the authors present the
variation of nominal voltage, from 100% until 50%, of a compact fluorescent
lamp while its voltage, current, active power, power factor and THD are
recorded. Also, the parameters values of a model that represent the CFL are
presented for each voltage value. It is possible to compare the behavior of the
variables reported in [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>] with the results reported in this work. In both cases
the active power is increased proportionally to the increase in the terminal
voltage. The power factor variation is small taking the nominal power factor
value as a reference.</p>
<p> This situation is reported in both cases; also the power factor variation is close to 0.6 when the terminal voltage is changed in the range of 100% to 50% of the nominal voltage. The THD of current reported in both cases presents different behaviors. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>] the THD of current varies proportionally to the terminal voltage while the measured THD of current reported here, is practically constant in the range 100% and 80% of the nominal voltage. From 80% to 50% of nominal voltage, the THD of current varies proportionally to voltage applied to the CFL. This behavior difference could has its origin in the power interface of each lamp, therefore an opportunity arise in the necessity of carried out experiments where CFL of different manufacturers are powered with a variable terminal voltage from 0% to 100%. This characterization could offer information to the CFL users, regulators, manufacturers, etc. </p>
<p> On the other hand, to highlight the relationship between the terminal voltage source and the CFL current, in<xref ref-type="fig" rid="gf6"> Fig. 6 </xref>the waveforms of these two signals are presented. On the bottom left side of <xref ref-type="fig" rid="gf6">Fig. 6</xref>, current waveforms corresponding to terminal voltages between 35.7 V and 87.1 V are presented. The shapes of those waveforms are different from each other, that difference is also evident in the behavior of THD of current in <xref ref-type="fig" rid="gf5">Fig. 5.</xref> Therefore is these type of CFL is summited to voltages below 87.1 V, the current harmonics will vary increasing the risk to find or excite some resonance frequency in the electric system.</p>
<p>
<fig id="gf6">
<label>Fig.
6. </label>
<caption>
<title>CFL current and terminal voltage waveforms.</title>
</caption>
<alt-text>Fig.
6.  CFL current and terminal voltage waveforms.</alt-text>
<graphic xlink:href="344255453007_gf6.jpg" position="anchor" orientation="portrait"/>
<attrib>Source: authors</attrib>
</fig>
</p>
<p> The waveforms of the top (left and right) are the corresponding currents to terminal voltages between 91.4 V and 131.6 V, this is the operation range of the CFL. Those waveforms are slightly different from each other and consequently their THD also vary smoothly as can be seen in <xref ref-type="fig" rid="gf6">Fig. 6</xref>
</p>
<p> On the bottom right side of <xref ref-type="fig" rid="gf6">Fig. </xref>6 the voltage waveforms of four values are presented. The waveforms are sinusoids that increase the harmonics presence when the voltage value is increased. However the variation of the THD of voltage is in the range of 4 % and 9 %, see <xref ref-type="fig" rid="gf5">Fig. 5</xref>.</p>
<sec sec-type="results|discussion">
<title>3.1 Parameters
of a CFL model for different source voltages</title>
<p>Because the objective of this work is to model a CFL for harmonic
analysis during terminal voltage variation, the procedure described above is
used to estimate the parameters <italic>V<sub>dc</sub>,
R, L</italic>, and <italic>C</italic>, for 32
different terminal voltages. The values of the four parameters are plotted
versus the terminal voltage to identify tendencies in the parameter values and
relationships with variables plotted in<xref ref-type="fig" rid="gf5"> Fig. 5</xref>, See <xref ref-type="fig" rid="gf7">Fig. 7.</xref>
<italic>V<sub>dc</sub>
</italic> has a linear variation
respect to terminal voltage in the range of 61.7 V and 121 V. The parameter <italic>R</italic> varies with the square of <italic>V<sub>dc</sub>
</italic>, for that reason the
range of variation is in the order of 700<inline-graphic xlink:href="344255453007_gi18.jpg"/> . The value of the parameter with
the smallest range of variation is<italic> L</italic>,
its value varies between 5 mH and 50 mH. A clear relation between THD of
voltage and <italic>L</italic> parameter could be
observed. With this relation it is concluded that THD of terminal voltage is
reflected in the inductance value of the CFL model. The relation is observed in
(<xref ref-type="disp-formula" rid="e7">7</xref>).</p>
<p>
<fig id="gf7">
<label>Fig.
7.</label>
<caption>
<title>Value of parameters <italic>V<sub>dc</sub>
</italic>,
<italic>R, L</italic>, and <italic>C</italic> versus the
source terminal voltage.</title>
</caption>
<alt-text>Fig.
7. Value of parameters Vdc,
R, L, and C versus the
source terminal voltage.</alt-text>
<graphic xlink:href="344255453007_gf7.jpg" position="anchor" orientation="portrait"/>
<attrib>Source: authors</attrib>
</fig>
</p>
<sec sec-type="results|discussion">
<title>3.2 Validation
of a CFL model under source voltage variation to harmonic analysis</title>
<p> The model of the CFL is simulated using the corresponding set of parameters which were estimated in each operating point of the terminal voltage. From each simulation, the corresponding THD of current is obtained. Validation is made comparing both THD of current, from measurements and from simulations of the model with the parameters corresponding to each operating voltage. Simulations are carried on with a pure sinusoidal waveform of the terminal voltage; therefore THD of current obtained in each simulation is produced by the nonlinearity of the CFL without effect from THD of terminal voltage. This situation adds some uncertainty in validation results. </p>
<p>
<xref ref-type="fig" rid="gf8">Fig. 8</xref> shows the comparison of THD of current measured and simulated versus terminal voltage values. The THD of current obtained from simulations with the DBR model shows the general tendency exhibited by experimental measurements, i.e. an increase in the THD of current occurs when the terminal voltage is increased. This behavior is clear in the range of 35 V to 100 V. Starting in the latter voltage value the experimental THD of current can be considered constant, with a smooth variation around 110 %. In the same range of the terminal voltage, 100 V to 131.6 V, the simulated THD of current values are around 65 % and 108 %. Also, an underestimation of the THD of current using the DBR model is observed during the whole range of voltage. The simulated THD of currents corresponding to the voltage values of 98 V, 116 V, 118 V, and 122 V are close to the THD of current measured for the same voltage values.</p>
<p>
<fig id="gf8">
<label>Figure 8</label>
<caption>
<title>Comparison
of measured and simulated total harmonic distortion of current versus the
source terminal voltage.</title>
</caption>
<alt-text>Figure 8 Comparison
of measured and simulated total harmonic distortion of current versus the
source terminal voltage.</alt-text>
<graphic xlink:href="344255453007_gf8.png" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
<p>From <xref ref-type="fig" rid="gf8">Fig. 8</xref> it is concluded that a CFL can be represented with the DBR model for har-monic analysis if the terminal voltage is around 120 V. Big errors will be introduced in the estimation of THD of current if the DBR model is used to represent a CFL in the range of 35 V and 88 V. A similar situ-ation occurs in the range of 100 V and 108 V. A validation of the DBR model introduc-ing the harmonics of voltage is necessary to evaluate the scope of the model.</p>
<p> In order to develop a cross validation of the estimated parameters, the following procedure was carried on. The DBR model was simulated using four set of parameters and for each set, the model was feeding with a pure sinusoidal waveform with the rms voltage values used during the experiments. The set of parameters correspond to the lowest voltage 35 V, the rated voltage 120 V, the biggest voltage 130 V, and the voltage where the THD of current from simulation was closer to the experimental THD of current, i.e. 97 V. <xref ref-type="fig" rid="gf9">Fig. 9</xref> shows the comparison of the measured THD of current versus THD of current calculated with the four set of estimated parameters. It can be concluded that simulating a model with one set of parameters and different rms values of the terminal voltage without harmonic components, will result in the same THD of current for all terminal voltages. The THD of current does not depend on the terminal voltage value when the terminal voltage is a pure sinusoid. Because the set of parameters corresponding to 120 V and 130 V produce a similar THD of current, <xref ref-type="fig" rid="gf9">Fig. 9</xref> shows two lines close between them.</p>
<p>
<fig id="gf9">
<label>Fig. 9.
</label>
<caption>
<title>Comparison of measured and simulated total harmonic distortion of current for
four set of parameters</title>
</caption>
<alt-text>Fig. 9.
 Comparison of measured and simulated total harmonic distortion of current for
four set of parameters</alt-text>
<graphic xlink:href="344255453007_gf9.png" position="anchor" orientation="portrait"/>
<attrib>Source: authors.</attrib>
</fig>
</p>
<p> Because the THD of current is the same for all terminal voltage values, the set of parameters that produces the lowest difference with the measured THD of current in the operation range can be selected to represent the CFL in harmonics analysis, where the terminal voltage varies around the rated voltage. In this case, the set of parameters corresponds to 97 V. Other set of parameters should be selected to obtain the lowest error in the THD of current along the whole range of the terminal voltage evaluated in this work. </p>
<p>
<xref ref-type="fig" rid="gf10">Figure 10</xref> shows the comparison of relative errors calculated with two set of parameters. One set corresponds to the rated voltage of the CFL, 120 V, and the other set corresponds to 97 V. If the DBR model is simulated with the parameters estimated in 97 V, the relative error determining the THD of current will be under 6% in the voltage range of between94 V and 131.6 V.</p>
<p>
<fig id="gf10">
<label>Fig. 10.
</label>
<caption>
<title>Comparison of relative errors of measured and simulated total harmonic distortion
of current for two set of parameters.</title>
</caption>
<alt-text>Fig. 10.
 Comparison of relative errors of measured and simulated total harmonic distortion
of current for two set of parameters.</alt-text>
<graphic xlink:href="344255453007_gf10.png" position="anchor" orientation="portrait"/>
<attrib>Source: authors.</attrib>
</fig>
</p>
<p>The results reported in <xref ref-type="fig" rid="gf9">Fig. 9</xref> can be compared with results obtained in
[<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>], where a CFL was also powered with a terminal voltage variation. When the
validation stage reported in [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>] is compared with results reported in <xref ref-type="fig" rid="gf9">Fig. 9</xref>,
some matches are found. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>] the authors state that the current waveform of
the lamp has been modeled by a mathematical function and in all cases. The
adjustments of parameters is accurate, therefore the authors suggests that the
model may be used to represent the type of lamp used in the experiments. In
this case, the DBR model exhibits small errors in the voltage operation range
reported by the manufacturer when the experimental THD of current is compared
with the simulated THD. From this comparison is concluded that both models can
be used to represent a CFL in the voltage operation range reported by the
manufacturer. In [<xref ref-type="bibr" rid="redalyc_344255453007_ref3">3</xref>] the authors report a set of parameters for each terminal
voltage value. Here, one set of parameters is suggested to be used to represent
a CFL in the whole variation range of voltage reported by the manufacturer.</p>
<sec sec-type="results|discussion">
<title>3.3 Improvements
in the stages of the modeling process of a CFL</title>
<p> In this section, several approximations in the modeling process are highlighted to improve the representation of CFLs using the DBR model. First, the selected model is an ideal circuit; see <xref ref-type="fig" rid="gf1">Fig. 1</xref>, which does not include some typical elements as snubber protection. Also, several CFL utilize different circuits that could be implemented to represent the specific lamp. However, more detail in the model introduce more computational load. </p>
<p> Other approximation origins in the estimation process, which is graphical-based from an ideal waveforms comparison; see <xref ref-type="fig" rid="gf2">Fig. 2</xref>. When the estimation process is running the waveforms content harmonics and also noise is present in the signals, introducing challenges in order to register the required magnitudes. A sensibility analysis of model parameters <italic>R, L, C,</italic> and Vdc respect to the precision of angles α, δ, and <inline-graphic xlink:href="344255453007_gi12.jpg"/>
<italic>max</italic>, and magnitude B measurements, will define the uncertainties for specific operating conditions of the CFL. Finally, in the validation process, the harmonics components which are present in the experimental terminal voltage should be included in the waveform to simulate the circuit. This uncertainty corresponds to the input of the DBR model and not to the DBR model itself.</p>
</sec>
</sec>
</sec>
</sec>
<sec sec-type="conclusions">
<title>4. CONCLUSIONS</title>
<p> The modeling of a compact fluorescent lamp for harmonic analysis under terminal voltage variation was presented in this paper. The DBR model was selected to represent the CFL. The methodology to estimate the parameters of the DBR model was presented in detail. This methodology has been widely reported in literature to calculate the parameters of the DBR model. Additionally, an experimental bench was implemented to obtain the measurement required to estimate the parameters. Taking to account the objective of the model, the validation stage consists of a comparison of the THD of current of the experimental signal and the THD of current of the simulated signal using the DBR model. </p>
<p> The CFL evaluated can be represented with the DBR model and one set of parameters. It is possible to choose the set of parameters that produce the lowest error in THD of current, in the range of voltage operation suggested by the manufacturer. Other set of parameters can be selected to obtain a better representation in the range of voltage operation proposed in this work. Future work is presented in order to reduce the uncertainties during the modeling process. Sensibility analysis of the parameters with respect to graphical measurements is required. Also, new simulations including the harmonic components of the terminal voltage will increase the scope of the results presented in this paper.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p> This work was supported by Universidad Nacional de Colombia and COLCIENCIAS (Fondo nacional de financiamiento para la ciencia, la tecnología y la innovación Francisco José de Caldas) under the project MicroRENIZ-25439 with Code 1118-669- 46197. </p>
</ack>
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