DocumentCode
3389586
Title
Virtual instrument design based on Gray theory long-term load forecasting
Author
Yang Huping ; Bi Zhipeng ; Yanying, Tang ; Yin, Gu
Author_Institution
Inf. Eng. Sch., Nanchang Univ., Nanchang, China
Volume
3
fYear
2009
fDate
19-20 Dec. 2009
Firstpage
13
Lastpage
16
Abstract
Gray theory is one of method be used in longterm load forecasting, LabView is a graphical programming language, which provide a convenient and easy design environment, so it´s normally accepted by industrial sector and research laboratory. In this paper, the improved Gray prediction model is introduced based on traditional Gray prediction model, the improved Gray through to adding parameters à to amend k, and through the gradient method to solve the best values of k, the revised prediction accuracy has been greatly improved. To enable the proposed algorithm for practical use, this article use LabView to achieve the algorithm, and describes a load forecasting design process of virtual instrument.
Keywords
forecasting theory; load forecasting; power engineering computing; power system measurement; virtual instrumentation; Gray prediction model; Gray theory; LabView; graphical programming language; long term load forecasting; virtual instrument design; Economic forecasting; Hardware; Instruments; Load forecasting; Power system modeling; Power system planning; Power system reliability; Power system security; Predictive models; Software maintenance; Gray Model; Improved Gray Model; LabVIEW; Load forecasting;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics and Intelligent Transportation System (PEITS), 2009 2nd International Conference on
Conference_Location
Shenzhen
Print_ISBN
978-1-4244-4544-8
Type
conf
DOI
10.1109/PEITS.2009.5406812
Filename
5406812
Link To Document