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《Control Engineering of China》 2008-S1
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Water Demand Forecast Based on ARIMA Time-series Identification

LIAN Ting-hong,LIU Qiu-juan,WANG Jing-cheng(Department of Automation,Shanghai Jiao Tong University,Shanghai 200240,China)  
Water supply industry is a significant basis of national economy.It's helpful for the water supply administration to make decisions by forecasting water demand.To the city water demand fluctuation character and forecast requirement,ARIMA seasonal time-series model is applied for forecasting.Time-series model order is identified by analyzing parameters such as ACF,PACF.Future water demand trend is forecast and SAS statistical software is applied to verify the result.The ARIMA model proposed has been successfully applied to the Shanghai water supply forecast project.Contrast with historical data,it can provide ideal precision to the forecast,and help water supply administration to make decisions reliably.
【Fund】: 上海启明星计划基金资助项目(07QA14030)
【CateGory Index】: TU991.31;TN911.72
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【Citations】
Chinese Journal Full-text Database 3 Hits
1 LU Jian-chang, NIU Dong-xiao (Department of Economics and Management, North China Electric Power University, Baoding 071003, China);Our Country Generates Electricity Total Amount Estimates and Comparative Analysis[J];Control Engineering of China;2004-S2
2 Lu Mou et al;COMBINED DYNAMIC ALGORITHM OF DAILY URBAN WATER CONSUMPTION[J];WATER & WASTEWATER ENGINEERING;1997-11
3 YANG Fang, ZHANG Hong wei, LIU Hong bo (School of Environmental Science and Engineering,Tianjin University,Tianjin 300072,China);A Research on Forecasting Approach of Short TermMunicipal Water Consumption[J];Journal of Tianjin University;2002-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Si-mei,ZHANG Bing-chuan(Department of Municipal Engineering,Anhui Technical College of Water Resources and Hydroelectric Power,Hefei 230601,China);Application of fuzzy neural network on water environmental protection[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2007-02
2 MA Feng-hai1, YANG wei2 , YANG Fan 4,YU Xiao-xi 3 ( 1.Office of Discipline Construction , Liaoning Technical University,Fuxin 123000,China;2.Benxi Iron-steel Company, Benxi 117100, China;3. College of Civil and Architecture Engineering, Liaoning Technical University,Fuxin 123000,China;4. Dept. of Surveying Engineering, Liaoning Technical University,Fuxin 123000,China);Forecast water consumption with improved BP neural network[J];Journal of Liaoning Technical University;2004-02
3 ZHANG Wei,ZOU Zhi-hong,WANG Hui-wen(School of Economics and Management,BeiHang University,Beijing 100191,China);Prediction Model of Urban Daily Water Consumption and Its Application[J];Systems Engineering;2010-03
4 XU Qiang1,SHENG Ning2(1.Xi'an aerotechnical college,Xi'an 710077,China;2.Shanxi science and technology college,Xi'an 710000,China);Research on forecasting model of hourly water consumption of Xi'an[J];Water Sciences and Engineering Technology;2008-01
5 LI Yu-hua, WANG Zheng School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin 150090, China;Using and researching of ant algorithm for forecasting daily water demand[J];Journal of Harbin Institute of Technology;2005-01
6 LIU Jing-qing,YI Yuan-shan,ZHANG Tu-qiao(College of Civil Engineering and Architecture,Zhejiang University,Hangzhou 310027,China,);Principal factor analysis method for daily urban water consumption based on rough set theory[J];Journal of Harbin Institute of Technology;2008-08
7 MAN Guang sheng, XU De qian, CHEN Guo wei (School of Civil Engineering, Hefei University of Technology, Hefei 230009, China);Research on the forecasting method for urban industrial water demand[J];Journal of Hefei University of Technology(Natural Science);2002-02
8 HOU Yu-kun, LIU Sui-qing, TAO Tao(School of Municipal and Environmental Engineering, Tongji University, Shanghai 200092 China);Autoregressive model for forecasting urban daily water demand[J];Henan Science;2004-04
9 Xu Qiang;The research on Loading forecast model of urban water supply[J];Jilin Water Resources;2009-05
10 Lu Mou et al (71);On Optimizational Dispatching of Water Supply System[J];WATER & WASTEWATER ENGINEERING;1999-12
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 YU Hui-xin( School of Management,Hebei University of Technology,Tianjin 300130, China );The Establishment and Analysis of the Time Series Modelof China's GDP Per Capita[J];JOURNAL OF HEBEI UNIVERSITY OF TECHNOLOGY;2000-05
2 Quan Lin (School of Humanities and Social Sciences, Shanghai Jiaotong University, China) Zhu Jianyuan (School of Management, Shanghai Jiaotong University);Using ARIMA Model to Analyze the Influence of Food Prices to the Whole National Economy and General Index of Retail Prices[J];JOURNAL OF SHANGHAI JIAOTONG UNIVERSITY;1998-03
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