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			<titleStmt><title level='a'>Modeling and Stability Analysis of Grid-Connected Inverters with Different LCL Filter Parameters</title></titleStmt>
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				<date>11/01/2018</date>
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					<idno type="par_id">10084334</idno>
					<idno type="doi">10.1109/eGRID.2018.8598670</idno>
					<title level='j'>2018 IEEE Electronic Power Grid (eGrid)</title>
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					<author>David Carballo</author><author>Edgar Escala</author><author>Juan Carlos Balda</author>
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			<abstract><ab><![CDATA[Microgrid are gaining popularity due to several advantages like potential for fuel savings and resiliency in case of grid catastrophic failures. In a microgrid, many energy sourceslike wind and solar farms are connected to the grid through inverters with different power ratings and LCL filter parameters. The inverters incorporated in these systems might have a different frequency response and stability ranges than those inverters with identical LCL filter values. This paper establishes the model and analyzes the stability of a system with multiple paralleled- and grid-connected inverters with different LCL filter paramentersusing the grid-side currents as feedback signals. The analysis results showed that a method similar to the interactive and common current analysis technique used on inverters with identical LCL filters can be implemented on a system with different LCL filers to calculate the maximum values of the inverters’ current controller gains without having to derive the complicated equations of the MIMO system.]]></ab></abstract>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head>INTRODUCTION</head><p>The growing demand for renewable energy sources, such as solar energy, wind energy, and even energy storage has led to higher penetration of distributed energy resources (DERs) into power systems during the past years. As a result, the design of controllers for grid-connected inverters interfacing DERs and the electric grid has become a crucial task. In renewable power plants, hundreds of inverters operate in parallel to expand the total generation capacity <ref type="bibr">[1]</ref>. These paralleled inverters are usually connected to the grid through LCL filters which tend to aggravate the system resonance and instability issues due to coupling produced by the grid impedance and converter's current controller dynamic interactions <ref type="bibr">[2]</ref>.</p><p>These instabilities problems due to the coupling of the inverters LCL filters have been studied thoroughly in the literature. Usually in these studies, the inverters are assumed to have identical LCL filter parameters in order to reduce the complexity of the analysis <ref type="bibr">[3]</ref><ref type="bibr">[4]</ref><ref type="bibr">[5]</ref>. However, a wide variety of energy sources are incorporated in a microgrid; thus, LCL filters with different parameters and power ratings are connected to the point of common coupling (PCC). Consequently, these inverters have different system responses than those inverters with identical LCL filter values. The authors of <ref type="bibr">[6]</ref> presented an analysis on the relationship between the resonant frequency and the different numbers of parallel inverters, the LCL filter parameters as well as the inverter's composition ratios. However, an analysis of the system regarding the stability ranges for the current controllers' proportional gain was not performed. The work presented in this paper aims to model and analyze multiple grid-connected inverters with different LCL filter parameters with the ultimate goal of simplifying the stability analysis to determine the proportional gain stability ranges of the inverters.</p><p>This paper is organized as follows: Section II addresses an overview of the mathematical modeling of the grid-side currents, Section III evaluates the system stability, Section IV illustrates a method to reduce the complexity of the system's stability analysis, Section V analyzes simulation results, and Section VI provides the main conclusions.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>II. MODELING OF PARALLELED INVERTERS</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>A. Grid-Side Current &#1433; Mathematical Modeling</head><p>Two grid-connected inverters with different LCL filters are initially considered to decrease the complexity of the analyzed system. The parallel operation of these inverters is illustrated in Fig. <ref type="figure">1</ref>, where Z11, Z21 and Z31 are the s-domain impedances of the LCL filter for the first inverter, Z12, Z22 and Z32 are the LCL filter impedances of the second inverter, and Zg is the grid impedance. In this paper, the equivalent series resistance (ESR) of the components is neglected in order to consider the worstcase stability scenario where the LCL filter resonance is completely undamped. The dynamics of the system from Fig. <ref type="figure">1</ref> can be described using multivariable control theory as:</p><p>where ion is the output vector of the grid-side current, von the input vector of the inverters voltages and G(s) the transfer function matrix that provides the relationship between the gridside current with respect to the inverter voltages. The diagonal terms of G(s) are the influence of an inverter current (e.g., io1) due to its own inverter voltage (e.g., vo1), and the non-diagonal terms are the influence of an inverter current (e.g., io1) due to another inverter voltage (e.g., vo2).</p><p>978-1-5386-6705-7/18/$31.00 &#169;2018 IEEE Similar to the case with identical LCL filters, the grid inductance causes coupling between the two inverters and, thus, the nondiagonal terms in the G(s) matrix are non-zero. Moreover, unlike identical LCL filters, each term in the G(s) matrix differ from one another, which increases the complexity when analyzing the system.</p><p>Using the principle of superposition to remove the influence of the grid and the other inverter voltages, each element in the G(s) matrix can be obtained. For instance, the diagonal element G11 is derived by removing all voltage sources except vo1 while the non-diagonal element G12 is obtained by removing all voltage sources except vo2. Using source transformation, the auxiliary circuits of Figs. <ref type="figure">2(a</ref>) and 2(b) are derived from Fig. <ref type="figure">1</ref> where the equivalent impedances and coefficient for the voltage sources can be written as:  </p><p>From the auxiliary circuit in Fig. <ref type="figure">2</ref>(a), G11 is obtained as:  ( 
)</p><p>Likewise, G12 is derived from Fig. <ref type="figure">2</ref>(b) as:</p><p>The remaining elements of the G(s) matrix are derived in a similar manner and their expressions are given in the Appendix.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>B. Selection of LCL Filter Parameters</head><p>The authors of <ref type="bibr">[7]</ref> presented a systematic design methodology for selecting the parameters of an LCL filter for grid-connected applications. The inverter-side inductance, for example, is given by:</p><p>where &#1848; is the DC link voltage of the inverter, &#1848; the phase voltage, &#1858; &#3046;&#3050; the switching frequency, and &#1842; the nominal power.</p><p>Expression <ref type="bibr">(6)</ref> shows that the value of the inductor is inversely proportional to the nominal power of the inverter. Thus, any change to the nominal power of the inverter if the other inverter parameters remain the same will be inversely reflected to the value of the inverter-side inductance. The equation for the grid-side inductor shows the same inversely proportional relation to the nominal power <ref type="bibr">[7]</ref>. However, the filter capacitor is determined as a 5 percent of its base impedance given by: 2 0.05</p><p>where &#2033; is the grid frequency, and &#8235;&#1831;&#8236; the base voltage. Thus, unlike the inductors, the filter capacitor is proportional to the nominal power of the inverter <ref type="bibr">[7]</ref>.</p><p>In this paper, the LCL filter of the first two inverters are designed considering that one inverter has a 30 percent higher rated power than the other while keeping all other parameters the same. It is important to mention that while the LCL filter parameters were selected using this method, the analytical framework developed in Section III is still valid for any values of the LCL filter parameters.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>C. Multiple Resonances Peaks</head><p>Similar to the case with identical LCL filters, the addition of parallel inverters changes the frequency response of the system <ref type="bibr">[8]</ref><ref type="bibr">[9]</ref>. Fig. <ref type="figure">3</ref> illustrates the positions of the resonance peaks with two grid-connected inverters with LCL filters values given by Table <ref type="table">I</ref>.</p><p>To compare with the case of identical inverters, Fig. <ref type="figure">3</ref> also shows the resonance peaks of two more cases: one with two identical inverters with the parameters of inverter A (Fig. <ref type="figure">4(a)</ref>), and another one with the parameters of inverter B (Fig. <ref type="figure">4(b)</ref>). For the three cases, the position of the LCL filter main resonance remains the same at </p><p>For the case of two different LCL filters, however, the frequency of the second resonance is given by:  </p><p>where &#1866; &#4593; is a gain given by the ratio of the power ratings of the inverters; that is,</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>III. STABILITY ANALYSIS OF THE PARALLELED INVERTERS A. Control Strategy</head><p>The block diagram of the multiple input, multiple output (MIMO) current-control loop in the s-domain for the two paralleled grid-connected inverter from Fig. <ref type="figure">1</ref> is presented in Fig. <ref type="figure">5(a</ref>). In the figure, inref is the reference commands for the grid-side current given to the controllers, Gd_DSP(s) the diagonal transfer function which accounts for the delays of the system and GPI(s) is a diagonal matrix that contains the controller of each inverter which is chosen in this paper as follows:</p><p>Although the system can be analyzed in the s-domain as in <ref type="bibr">[10]</ref>, the z-domain modeling of the system will be considered in this paper since the inverters are usually digitally controlled with a microcontroller. Thus, the discrete representation of the controller from Fig. <ref type="figure">5</ref>(a) is presented in Fig. <ref type="figure">5(b)</ref>, where the PI controller and the transfer function matrix were discretized by using a Tustin and zero-order-hold (ZOH) transform, respectively <ref type="bibr">[11]</ref>. Moreover, GPI'(z) now contains both the PI controllers of the inverters as well as the system delays.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>B. Stability Analysis for Grid-Side Current</head><p>The stability of the system can be analyzed by examining the poles of the multivariable system <ref type="bibr">[8]</ref>. From Fig. <ref type="figure">5</ref>(b), the closed-loop transfer function of the multivariable system can be derived as follows:</p><p>where I represents the identity matrix. From ( <ref type="formula">14</ref>), the diagonal element T11, and the non-diagonal element T12 are derived as follows: </p><p>The other elements of the T(z) matrix are given in the Appendix. Expressions (15)-( <ref type="formula">16</ref>) show that the denominators of the system are identical since the poles of a multivariable system have to be the same <ref type="bibr">[10]</ref>. Thus, the characteristic equation of the system is:</p><p>From (17), it is clear that the system stability depends on both controllers as well as the four elements of the transfer function matrix G(z). Then, if and only if all the poles from ( <ref type="formula">14</ref>) are inside of the unit circle, the system will be stable.  Therefore, proper selection of the proportional gains of the current controllers will determine the stability of the system.</p><p>The poles of the system are plotted in Fig. <ref type="figure">6</ref>(a) using the parameters from Table I and (17). However, the system will be unstable since some of the poles are outside of the unit circle. The significance of this result is that the proportional gains were selected without considering the coupling of the inverters, such that the inverters were stable when they were individually connected to the grid, as seen in Fig. <ref type="figure">6(b</ref>). Thus, despite the inverters being stable individually with these gains, they become unstable once they are connected to the grid due to mutual coupling. This means that conventional current controller design for individual inverters might not be sufficient to guarantee the stability of multiple grid-connected inverters with different LCL filters.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>IV. COMPARISON WITH THE STABILITY ANALYSIS OF IDENTICAL LCL FILTERS</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>A. Motivation for Comparison</head><p>While the previous analysis allows one to accurately determine the stability of the system, the downside is that the analysis becomes more complicated once more inverters are added to microgrid. This section will show that the regions of stability of the inverters with different LCL filter parameters have some similarities and differences with the case when all paralleled inverters have the same LCL filter values. Understanding these similarities will allow the simplification of the stability analysis of a system with different LCL filters.</p><p>For multiple grid-connected inverters with the same LCL filter, <ref type="bibr">[8]</ref> showed that the grid-side current is comprised of a current that circulates between two inverters (i.e., interactive current) and one that is injected into the grid ((i.e., common current). Then, the stability of the system can be determined by performing single-input, single-output (SISO) analysis techniques (e.g., root locus) to the open-loop forward path of the closed-loop transfer function of the interactive and common currents <ref type="bibr">[8]</ref>. Then, the overall system will only be stable if it has interactive-and common-current stability <ref type="bibr">[8]</ref><ref type="bibr">[9]</ref>.</p><p>The analysis method described in <ref type="bibr">[8]</ref> will be applied to the circuit in Fig. <ref type="figure">1</ref> to calculate the stability range of Kp for the common and interactive currents. To do so, the circuit in Fig. <ref type="figure">1</ref> will be reconfigured as the two circuits from Fig. <ref type="figure">4</ref>. Fig. <ref type="figure">4(a)</ref> shows the equivalent model of the system that only has two inverters A connected to the grid while Fig. <ref type="figure">4</ref>(b) has two inverters B connected. Then, the stability analysis in <ref type="bibr">[8]</ref> will be implemented to the independent circuits to obtain their values of Kp for the interactive-and common-current stability. The stability ranges of the two inverters are calculated and presented in Table <ref type="table">II</ref>. Now the values of Kp in Table II can be tested in the characteristic equation of (17) to determine similarities and differences between the analysis of identical and different LCL filters.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>B. Interactive-Current Stability</head><p>The maximum values of Kp for the interactive-current stability of both inverters play an important role in the system stability with different LCL filter parameters. In this case, selecting the maximum values of Kp for the interactive-current stability of both inverters result in the poles of the system being exactly on the edge of the unit circle as shown in Fig. <ref type="figure">7(a)</ref>. Moreover, the positions of these poles with these values of Kp do not change significantly with changes in the grid inductance which is similar to the behavior of the interactive-current stability in <ref type="bibr">[8]</ref>. However, this behavior occurs mainly when the proportional gain of both inverters are selected close to maximum Kp for the interactive-current stability. If one of the inverters is selected with a proportional gain lower than its maximum interactive-current stability gain, the other inverter can increase its proportional gain Kp higher than its maximum value for the interactive-current stability. This is presented in Fig. <ref type="figure">7(b</ref>) where although the value of Kp for the first inverter was selected higher than its interactive-current stability range at 0.125, the poles of the system remain inside of the unit circle due to reducing the gain of the second inverter to 0.07. </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>C. Common-Current Stability</head><p>Similarly, the maximum value of Kp for the common currents of the inverters will also play an important role in the stability of the system with different LCL filters. To calculate the range of stability of the common currents, the N-equivalent model of the inverters will be used as in <ref type="bibr">[8,</ref><ref type="bibr">10]</ref>. In this model, an inverter "perceives" the grid inductance N times bigger, as illustrated in Fig. <ref type="figure">8</ref>  <ref type="bibr">[10]</ref>. It is important to mention that this model is only valid for the analysis when inverter A and inverter B have a 1:1 ratio. Using this model, the common-current stability for the system in Fig. <ref type="figure">4</ref>(a) and Fig. <ref type="figure">4</ref>(b) is calculated and presented in Table <ref type="table">II</ref>. However, since the values of Kp for the common-current stability are larger than the values of the interactive-current stability, the common stability cannot be tested using the parameters from Table <ref type="table">I</ref>. That is, if the inverters are commonly unstable, they will also be interactively unstable.</p><p>Thus, the filter values of inverters A and B are replaced by the values of inverters C and D from Table <ref type="table">III</ref> to verify the effect of the common-current stability for inverters with different LCL filters. Using these filter parameters allows the system to have a stability case where the inverters can be commonly unstable but interactively stable. Then, following the same methods as before, the ranges of Kp for the interactiveand common-current stability are calculated and presented in Table <ref type="table">III</ref>. In this case, selecting the maximum values of Kp for the common-current stability using the N-equivalent model results in the poles of the system being exactly on the edge of the unit circle, as shown in Fig. <ref type="figure">9</ref>.</p><p>The results from this section show that the interactive and common stability analysis techniques implemented in <ref type="bibr">[8]</ref> can be used to determine the stability ranges of the proportional gain of inverters with different LCL filters that have some variations in their power ratings. The main modification that needs to be made is that the system with different inverters needs to be converted into multiple systems with identical LCL filters as presented in Fig. <ref type="figure">4</ref>.</p><p>Then, the method in <ref type="bibr">[8]</ref> can be applied to each of those equivalent circuits to obtain the maximum value of the proportional gains for the interactive-and common-current stability. Finally, the value of Kp of each inverter needs to be lower than the maximum interactive-and common-current stability gains.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>V. SIMULATION RESULTS</head><p>In order to validate the theoretical analysis from the previous section, MATLAB/SIMULINK TM is used to model a system consisting of two grid-connected inverters with the parameters from Table <ref type="table">I</ref>. Inverter A and inverter B are given a reference    <ref type="table">I</ref>.</p><p>current of 2 kA and 1 kA, respectively, that needs to be tracked with the current controllers. Fig. <ref type="figure">10</ref>(a) shows that the current controller of the inverters does not track the reference currents and produces harmonics and distortion on the grid current and voltage. This occurs since the poles of the system were outside of the unit circle as shown in Fig. <ref type="figure">6</ref>(a), making the system unstable. Similarly, Fig. <ref type="figure">10(b)</ref> shows that when only one of the inverters is connected to the grid at a time, the current controller can properly track its reference current without great distortion. This is the result of the poles of the system being inside of the unit circle in Fig. <ref type="figure">6</ref>(b), making the system stable.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>VI. CONCLUSION</head><p>The modeling and stability analysis for two paralleled gridconnected inverters with different LCL filters using the gridside current as feedback was performed. The importance of properly selecting the proportional gains of the current controllers using this model was shown since individually stable inverters can become unstable when connected in parallel because of the effect of the grid inductance. The results from this paper indicated that a method similar to the interactive-and common-current analysis technique used to determine the stability ranges of inverters with identical LCL filers can be implemented on a system with different LCL filer parameters to get a good approximation on the maximum values of the inverters' current controller gains without having to derive the equations of the MIMO system. However, the MIMO model for the plant could be derived if a more accurate result is needed using the method described in this paper to guarantee the stability of the system. Finally, the theoretical analysis was validated through simulations.  </p></div></body>
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