Devising Hourly Forecasting Solutions Regarding Electricity Consumption in the Case of Commercial Center Type Consumers

Devising Hourly Forecasting Solutions Regarding Electricity Consumption in the Case of Commercial Center Type Consumers

This paper focuses on an important issue regarding the forecasting of the hourly energy consumption in the case of large electricity non-household consumers that account for a significant percentage of the whole electricity consumption, the accurate forecasting being a key-factor in achieving energy...

Full description

Bibliographic Details
Main Authors: Alexandru Pîrjan, Simona-Vasilica Oprea, George Căruțașu, Dana-Mihaela Petroșanu, Adela Bâra, Cristina Coculescu
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Energies
Subjects:
energy consumption
forecasting solutions
large non-household consumers
artificial neural networks
non-linear autoregressive (NAR) model
non-linear autoregressive with exogenous inputs (NARX) model
Levenberg-Marquardt (LM)
Bayesian Regularization (BR)
Scaled Conjugate Gradient (SCG)
Online Access:https://www.mdpi.com/1996-1073/10/11/1727

Similar Items

Similar Items