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 ß 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 :
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