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《Journal of Daqing Petroleum Institute》 2006-01
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Prediction of investment scale of China's oil and gas pipelines by BP NN model

ZHU Xi-long~(1,2),LIU Hong-jiu~1(1.Management School,Harbin Institute of Technology,Harbin,Heilongjiang 150001,China;2.Daqing Petrochemical Complex,Daqing,Heilongjiang,163714,China)  
In order to effectively raise construction money,plan construction project and ensure oil and gas pipeline construction,main factors affecting the investment scale of oil and gas pipelines in China are analyzed.With GDP,the fixed asset investment value,total bank loan amount,GNP of communication and transportation industry and the income which can be dominated by city residents per year as the inputs,the BP NN prediction model based on LM algorithm is established,and the investment scale of China's oil and gas pipelines is predicted.The result shows that the model has overcome the limitations of multi-linear regression model and grey prediction model and has a good practicability and availability.
【CateGory Index】: F426.22
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【References】
Chinese Journal Full-text Database 1 Hits
1 FAN Ji-xiang,ZHANG Hong,LI Hui,WANG Bing-tuan School of Science,Beijing Jiaotong University,Beijing 100044,China;Application of BP neural network and multi-variable linear regression in rate prediction[J];Computer Engineering and Applications;2007-23
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【Co-citations】
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1 HOU Fu-sheng(China Petrochemical Corporation,Beijing 100029,China);OPTIMIZING REFINING PROCESSING FOR THE DEVELOPMENT OF CHINA′S PETROLEUM REFINING INDUSTRY[J];Acta Petrolei Sinica (Petroleum Processing Section);2005-03
【Co-references】
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1 ZHAO Yao-yang~1,PU Li-jie~1,2,HU Xiao-tian~1(1.Department of Urban and Resources Science,Nanjing University,Nanjing 210093,China;2.Land Use Key Laboratory,Ministry of Land and Resource,Beijing 10029,China);APPLICATION OF BP NEURAL NETWORK IN THE PREDICTION OF URBAN CONSTRUCTION LAND AREA——A CASE STUDY OF JIANGSU PROVINCE[J];Resources and Environment in the Yangtze Basin;2006-01
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1 By Zhi Yuan and Li Wen, IPE Reporters;Economic Globalization and Greater International Competitiveness ——Wang Tao on the International Strategy of China's Oil Industry[J];International Petroleum Economics;2002-04
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