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Applying multivariate linear regression and multi-layer perceptron artificial neural network to design an energy consumption baseline in a low density polyethylene plant

Behnam Hamedi, Alireza Mokhtar

International Journal of Energy Sector Management (2019) 13 (4): 1133–1148.

https://doi.org/10.1108/IJESM-01-2018-0012

Published: 05 August 2019

... (data set: 2,012 days). Multivariate linear regression (MLR) and multi-layer perceptron artificial neural network (ANN) methods are separately used to anticipate the energy consumption. The baseline will be assumed as a reference to be compared with the actual data to estimate the real saving values...

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Applying multivariate linear regression and multi-layer perceptron artificial neural network to design an energy consumption baseline in a low density polyethylene plant

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