Prediction of Energy Consumption in Jiangsu Based on Combination Model

Prediction of Energy Consumption in Jiangsu Based on Combination Model

This paper first analyzes the construction and trend of the energy consumption in Jiangsu. And then a non-linear forecasting model and an ARMIMA model are established based on energy consumption data from 1985 to 2007. The two methods are connected to build a combination forecasting model. Finally t...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Jibo Chen, Xiaorong Huang, Jie Li, Guizhi Wang
Format: Tagungsbericht
Sprache:eng
Schlagworte:
ARIMA model
combination forecasting
Demand forecasting
Economic forecasting
Educational institutions
Energy consumption
Load forecasting
Mathematical model
Mathematics
non-linear forecasting
Physics computing
Predictive models
Synthetic aperture sonar
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:This paper first analyzes the construction and trend of the energy consumption in Jiangsu. And then a non-linear forecasting model and an ARMIMA model are established based on energy consumption data from 1985 to 2007. The two methods are connected to build a combination forecasting model. Finally the prediction results of the new model of future energy consumption are analyzed. The combination model shows a high credibility in prediction.
ISSN:2160-7443
DOI:10.1109/ICIC.2010.298