ICSD 2019

REGRESSION-BASED PREDICTIVE MODELS FOR ESTIMATION OF ELECTRICITY CONSUMPTION (141573)

DOI :

Abstract : The estimation of electric power consumption is an integral part of power generation economics and is critical to optimization of cost of production of electricity, since it allows demand matching for optimized generation of electricity. The present paper augments a simple regression-based scheme with a predictive machine-learning based piecewise linear slope-estimation technique for more accurate estimates, which is further modified to compensate for initialization error.

Pages : 59-62

Downloads : 1

Publication Date :

Modified Date : 2019-04-12

Cite/Export :

Md Anoarul Islam , Manabendra Maiti , Judhajit Sanyal , "REGRESSION-BASED PREDICTIVE MODELS FOR ESTIMATION OF ELECTRICITY CONSUMPTION", IJIERT - International Journal of Innovations in Engineering Research and Technology, ICSD 2019, ISSN : 2394-3696, Page No. 59-62