FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385412979> ?p ?o ?g. }

• W4385412979 abstract "Technological advancements and modernization of different industries and disciplines contributed to more consumption of oil and electricity which powers these industries. Aligned with the United Nations (UN) Sustainable Development Goals (SDG), the use of alternative and renewable energy (RE) sources is encouraged as it allows the utilization of clean energy resources and access of populations in developing countries to electricity and energy. Forecasting and maximizing the harvest for renewable energy requires an understanding of the mechanics behind the variables that impact solar photovoltaic production. 755 datasets were created from 150 days of recorded data and used in the model building and sensitivity analysis. The approach used in this study to identify the variable importance of each meteorological variable to the solar photovoltaic (PV) production was the Garson’s algorithm (GA). In this study, an artificial neural network (ANN)-based sensitivity analysis (SA) using Garson’s algorithm (GA) was implemented to identify the relative importance (RI) of the factors influencing the solar PV output including the solar irradiance (SI), rainfall, maximum temperature (MaT), minimum temperature (MiT), relative humidity (RH), and wind speed (WS). The model also considers the relative significance of these parameters to the solar PV output. Results indicate that, with a relative value of 29.48% and 5.01%, respectively, solar irradiance and wind speed are the most and least important factors." @default.
• W4385412979 created "2023-08-01" @default.
• W4385412979 creator A5041886187 @default.
• W4385412979 creator A5043975767 @default.
• W4385412979 creator A5047202956 @default.
• W4385412979 creator A5092780032 @default.
• W4385412979 date "2023-06-17" @default.
• W4385412979 modified "2023-09-26" @default.
• W4385412979 title "Neural Network – based Sensitivity Analysis of the Factors affecting the Solar Photovoltaic Power Output" @default.
• W4385412979 cites W1964266075 @default.
• W4385412979 cites W2011394589 @default.
• W4385412979 cites W2062151674 @default.
• W4385412979 cites W2078936307 @default.
• W4385412979 cites W2095547289 @default.
• W4385412979 cites W2106328797 @default.
• W4385412979 cites W2543909292 @default.
• W4385412979 cites W2550939940 @default.
• W4385412979 cites W2553261477 @default.
• W4385412979 cites W2750021257 @default.
• W4385412979 cites W2783603328 @default.
• W4385412979 cites W2788478361 @default.
• W4385412979 cites W2793348512 @default.
• W4385412979 cites W2795242388 @default.
• W4385412979 cites W2888175587 @default.
• W4385412979 cites W2897985668 @default.
• W4385412979 cites W2909192988 @default.
• W4385412979 cites W2916015176 @default.
• W4385412979 cites W2950511315 @default.
• W4385412979 cites W2991615016 @default.
• W4385412979 cites W2995045310 @default.
• W4385412979 cites W3000341464 @default.
• W4385412979 cites W3026919140 @default.
• W4385412979 cites W3033094309 @default.
• W4385412979 cites W3152752307 @default.
• W4385412979 cites W3160545905 @default.
• W4385412979 cites W4213030507 @default.
• W4385412979 cites W4225979769 @default.
• W4385412979 doi "https://doi.org/10.1109/i2cacis57635.2023.10193378" @default.
• W4385412979 hasPublicationYear "2023" @default.
• W4385412979 type Work @default.
• W4385412979 citedByCount "0" @default.
• W4385412979 crossrefType "proceedings-article" @default.
• W4385412979 hasAuthorship W4385412979A5041886187 @default.
• W4385412979 hasAuthorship W4385412979A5043975767 @default.
• W4385412979 hasAuthorship W4385412979A5047202956 @default.
• W4385412979 hasAuthorship W4385412979A5092780032 @default.
• W4385412979 hasConcept C119599485 @default.
• W4385412979 hasConcept C121332964 @default.
• W4385412979 hasConcept C127413603 @default.
• W4385412979 hasConcept C134560507 @default.
• W4385412979 hasConcept C153294291 @default.
• W4385412979 hasConcept C154945302 @default.
• W4385412979 hasConcept C158960510 @default.
• W4385412979 hasConcept C161067210 @default.
• W4385412979 hasConcept C162324750 @default.
• W4385412979 hasConcept C186503672 @default.
• W4385412979 hasConcept C188573790 @default.
• W4385412979 hasConcept C205649164 @default.
• W4385412979 hasConcept C206658404 @default.
• W4385412979 hasConcept C21200559 @default.
• W4385412979 hasConcept C24326235 @default.
• W4385412979 hasConcept C39432304 @default.
• W4385412979 hasConcept C41008148 @default.
• W4385412979 hasConcept C41291067 @default.
• W4385412979 hasConcept C46423501 @default.
• W4385412979 hasConcept C50644808 @default.
• W4385412979 hasConcept C541104983 @default.
• W4385412979 hasConcept C542589376 @default.
• W4385412979 hasConcept C62520636 @default.
• W4385412979 hasConcept C78600449 @default.
• W4385412979 hasConcept C9695528 @default.
• W4385412979 hasConceptScore W4385412979C119599485 @default.
• W4385412979 hasConceptScore W4385412979C121332964 @default.
• W4385412979 hasConceptScore W4385412979C127413603 @default.
• W4385412979 hasConceptScore W4385412979C134560507 @default.
• W4385412979 hasConceptScore W4385412979C153294291 @default.
• W4385412979 hasConceptScore W4385412979C154945302 @default.
• W4385412979 hasConceptScore W4385412979C158960510 @default.
• W4385412979 hasConceptScore W4385412979C161067210 @default.
• W4385412979 hasConceptScore W4385412979C162324750 @default.
• W4385412979 hasConceptScore W4385412979C186503672 @default.
• W4385412979 hasConceptScore W4385412979C188573790 @default.
• W4385412979 hasConceptScore W4385412979C205649164 @default.
• W4385412979 hasConceptScore W4385412979C206658404 @default.
• W4385412979 hasConceptScore W4385412979C21200559 @default.
• W4385412979 hasConceptScore W4385412979C24326235 @default.
• W4385412979 hasConceptScore W4385412979C39432304 @default.
• W4385412979 hasConceptScore W4385412979C41008148 @default.
• W4385412979 hasConceptScore W4385412979C41291067 @default.
• W4385412979 hasConceptScore W4385412979C46423501 @default.
• W4385412979 hasConceptScore W4385412979C50644808 @default.
• W4385412979 hasConceptScore W4385412979C541104983 @default.
• W4385412979 hasConceptScore W4385412979C542589376 @default.
• W4385412979 hasConceptScore W4385412979C62520636 @default.
• W4385412979 hasConceptScore W4385412979C78600449 @default.
• W4385412979 hasConceptScore W4385412979C9695528 @default.
• W4385412979 hasLocation W43854129791 @default.
• W4385412979 hasOpenAccess W4385412979 @default.
• W4385412979 hasPrimaryLocation W43854129791 @default.
• W4385412979 hasRelatedWork W1970755983 @default.

• next