Open Access Journal of Engineering Applications
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Principal Component Analysis for Solar Photovoltaic Inverters

An Empirical Evaluation

Omar Park Corresponding 0000-0003-8832-4691
Indian Institute of Technology Kharagpur
Anna Kowalski
University of Dhaka
Rifat Zhao 0000-0002-1383-0025
Khulna University of Engineering & Technology
Sadia Bianchi 0000-0001-0653-7361
National Institute of Technology Tiruchirappalli
30 Sep 2023
pp. 269-280
https://doi.org/10.55555/oajea.2023.4702.016

Abstract

Limited local research on solar photovoltaic inverters forces regional engineers to rely on parameters derived elsewhere. Statistical testing based on principal component analysis was employed to establish the significance of the observed trends. The model explained more than 15% of the observed variance in solar photovoltaic inverters. Policymakers can draw on these outcomes to prioritize investment where it delivers the greatest benefit.
Keywords: solar photovoltaic invertersprincipal component analysiscomputational fluid dynamicsgroundwater

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