2014
DOI: 10.1109/tpwrd.2013.2285096
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Experimental Determination of the ZIP Coefficients for Modern Residential, Commercial, and Industrial Loads

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Cited by 322 publications
(162 citation statements)
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“…In Fig. 3, the plots in column (i) show the small-signal ZIP parameter estimates determined directly from the MLP model; using (9), with column (ii) depicting plots of the small-signal ZIP parameter estimates determined indirectly from the estimate recovered in (5). As an ideal constant impedance example, the expected value of for the 5 k resistor over all voltage levels is 2, and the corresponding ZIP model values are Zp = 1, Ip =0, Pp = 0.…”
Section: Resultsmentioning
confidence: 99%
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“…In Fig. 3, the plots in column (i) show the small-signal ZIP parameter estimates determined directly from the MLP model; using (9), with column (ii) depicting plots of the small-signal ZIP parameter estimates determined indirectly from the estimate recovered in (5). As an ideal constant impedance example, the expected value of for the 5 k resistor over all voltage levels is 2, and the corresponding ZIP model values are Zp = 1, Ip =0, Pp = 0.…”
Section: Resultsmentioning
confidence: 99%
“…The first step is to convert the data to per-unit form (i.e. pu = / 0 , pu = / 0 ) and to then employ constrained least squares regression to estimate the ZIP parameters [9]. This method assumes that the nominal power ( 0 ) is known a priori.…”
Section: Zip Modelsmentioning
confidence: 99%
“…Different load model types and international industry practice on load modeling are described in [3]. Generally all existing load models can be classified in two groups: static load models [1,4] and dynamic load models [5,6]. Static load model in the form of parabolic curve contains three components: constant resistance, constant current and constant power.…”
Section: Introductionmentioning
confidence: 99%
“…Load rate and structure vary over time [4,6]. It leads to the necessity of periodic model parameters reassessment.…”
Section: Introductionmentioning
confidence: 99%
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