Selection of a set of earthmoving equipment in the aspect minimizing the emission of CO2
Magdalena Rogalska
Department of Construction Methods and Management; Faculty of Civil Engineering and Architecture; Lublin University of Technology (Poland)
https://orcid.org/0000-0001-8408-3242
Abstract
The aim of the calculation is to allow the selection of a set of earthmoving machinery in terms of minimizing the emission of CO2. The capacity of excavators and CO2 emission of set of machines was predicted. The forecasting methods: multiple regression and neural networks were used. The analysis of autocorrelation and partial autocorrelation residuals and sensitivity analysis were performed. The MAPE errors of forecasts were calculated. The calculation example in terms of selection of machines emission of carbon dioxide on the basis of forecasting models was performed.
Keywords:
sustainable development, the performance of excavators, CO2 emissions, multiple regression, neural networksReferences
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Authors
Magdalena RogalskaDepartment of Construction Methods and Management; Faculty of Civil Engineering and Architecture; Lublin University of Technology Poland
https://orcid.org/0000-0001-8408-3242
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