scholarly journals A Multifactorial Framework for Short-Term Load Forecasting System as Well as the Jinan’s Case Study

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 203086-203096
Author(s):  
Ya Gao ◽  
Yong Fang ◽  
Huanhe Dong ◽  
Yuan Kong
Keyword(s):  
Load Forecasting ◽  
Short Term ◽  
Short Term Load Forecasting ◽  
Forecasting System

scholarly journals Classification of Special Days in Short-Term Load Forecasting: The Spanish Case Study

Energies ◽  
2019 ◽  
Vol 12 (7) ◽  
pp. 1253 ◽  
Author(s):  
Miguel López ◽  
Carlos Sans ◽  
Sergio Valero ◽  
Carolina Senabre
Keyword(s):  
Load Forecasting ◽  
Short Term ◽  
Load Curve ◽  
Electric System ◽  
Forecasting Error ◽  
Social Events ◽  
Short Term Load Forecasting ◽  
Forecasting System

Short-Term Load Forecasting is a very relevant aspect in managing, operating or participating an electric system. From system operators to energy producers and retailers knowing the electric demand in advance with high accuracy is a key feature for their business. The load series of a given system presents highly repetitive daily, weekly and yearly patterns. However, other factors like temperature or social events cause abnormalities in this otherwise periodic behavior. In order to develop an effective load forecasting system, it is necessary to understand and model these abnormalities because, in many cases, the higher forecasting error typical of these special days is linked to the larger part of the losses related to load forecasting. This paper focuses on the effect that several types of special days have on the load curve and how important it is to model these behaviors in detail. The paper analyzes the Spanish national system and it uses linear regression to model the effect that social events like holidays or festive periods have on the load curve. The results presented in this paper show that a large classification of events is needed in order to accurately model all the events that may occur in a 7-year period.

Implementation of hybrid short-term load forecasting system with analysis of temperature sensitivities

2007 ◽  
Vol 12 (7) ◽  
pp. 633-638 ◽  
Author(s):  
Changyin Sun ◽  
Jinya Song ◽  
Linfeng Li ◽  
Ping Ju
Keyword(s):  
Load Forecasting ◽  
Short Term ◽  
Short Term Load Forecasting ◽  
Forecasting System
Sign in / Sign up

Export Citation Format

Share Document