DocumentCode :
2417113
Title :
Research of Product Oil Demand Forecast Based on the Combination Forecast Method
Author :
Zhu, Minjie ; Zhang, Jianwei
Author_Institution :
Machinery Eng. Inst., Dalian Univ., Dalian, China
fYear :
2010
fDate :
7-9 May 2010
Firstpage :
796
Lastpage :
798
Abstract :
The demand forecast is very necessary during the process of product oil supply because the distribution of product oil consumer market is not balanced in our country, in order to respond to market demand in time, so that, the enterprise not only keep the balance of the supply and demand of product oil by the production planning according to the information of the timely market demand forecast, but also can reduce cost of the product transportation and inventory. Now the product oil demand is forecasted in this paper by the combination forecast method based on the arithmetic average, moving average, index smoothing method. Through comprehensive use of the demand forecasting methods, we can reduce the prediction error and improve the precision of requirement forecast, and a group of optimal solution will be selected in these several forecasting methods.
Keywords :
demand forecasting; inventory management; petroleum industry; supply and demand; arithmetic average; combination forecast method; demand forecasting methods; index smoothing method; market demand forecast; moving average; prediction error; product inventory; product oil consumer market; product oil demand forecast; product oil supply; product transportation; production planning; requirement forecast; supply and demand; Demand forecasting; Logistics; Marketing and sales; Petroleum; Predictive models; Smoothing methods; combination forecast method; index smoothing forecast method; moving average forecast method; product oil demand forecast;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3997-3
Type :
conf
DOI :
10.1109/ICEE.2010.207
Filename :
5591710
Link To Document :
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