| 基于SCADA系统的面向海量数据的电力预测系统 |
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| 引用本文： | 余卓煌,林辉,刘晶.基于SCADA系统的面向海量数据的电力预测系统[J].计算机工程与设计,2010,31(5). |
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| 作者姓名： | 余卓煌 林辉 刘晶 |
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| 作者单位： | 1. 华南理工大学理学院,广东,广州,510640
2. 广东电网公司惠州供电局,广东,惠州,516000 |
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| 摘 要： | 为适应电力预测系统的现实需求,研究了电力预测系统及电力预测算法的特点,指出电力预测系统的面向海量数据和准实时化的发展趋势.根据此发展趋势,结合B/S架构,设计了一个基于SCADA系统的面向海量数据电力预测系统.该系统综合考虑了预测算法特有的调试维护问题,系统安全性问题等其它现实需求,并提出了适应于电力预测算法特点的数据操作接口.在ASP.NET平台上实现了这套系统,并已成功应用于某地方供电系统.
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| 关 键 词： | SCADA系统 海量数据 准实时 电力 负荷预测 |
Oriented to massive data power forecast system based on SCADA system |
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| YU Zhuo-huang,LIN Hui,LIU Jing.Oriented to massive data power forecast system based on SCADA system[J].Computer Engineering and Design,2010,31(5). |
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| Authors: | YU Zhuo-huang LIN Hui LIU Jing |
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| Affiliation: | YU Zhuo-huang1,LIN Hui2,LIU Jing1 (1. School of Science,South China University of Technology,Guangzhou 510640,China,2. Guangdong Power Grid Company Huizhou Power Supply Branch,Huizhou 516000,China) |
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| Abstract: | To meet the practical requirement of power forecast systems,characteristics of power forecast systems and power forecast algorithms are researched and the development trend of power forecast systems is pointed out. According to the development trend,a power forecast system,based on SCADA system,oriented to massive data,is designed,which combined with B/S architecture. The system gives a comprehensive consideration of debugging and maintaining specified problems of power forecast algorithms,system security p... |
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| Keywords: | SCADA system massive data quasi-real-time electric power load forecast |
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