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《Sichuan Building Science》 2010-01
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Evaluate for airport asphalt pavement construction index based on neural networks

WENG Xingzhong,CAI Liangcai(The Engineering Institute,Air Force Engineering University,Xi'an 710038,China)  
In order to research a simple and effective evaluating method on airport asphalt pavement construction index(PCI),the model on the levelness and the friction coefficient of pavement with PCI was set up based on neural network theory.The levelness,friction coefficient for 12 airfields in China was tested and the pavement damages were investigated,that was samples to train the model.The results show that the relative errors between calculating value and testing value are less than 1.8% when object error is 1×10-4.
【Fund】: 军队科研基金资助项目(KH070061)
【CateGory Index】: U416.217
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【Citations】
Chinese Journal Full-text Database 4 Hits
1 Weng Xing-zhong1,Sun Jian-bin2,Yang Chuan-xi3(1.School of Engineering,Air Force Engineering University,Xi'an 710038,Shaanxi,China;2.Airport and Barracks Division of Air Force,Nanjing Military Region,Nanjing 210018,Jiangsu,China;3.The Seventh Airforce Engineering Unit,Jinan Military Region,Xuzhou 221005,Jiangsu,China);Design method of asphalt concrete pavement for military airfield[J];Journal of Traffic and Transportation Engineering;2007-02
2 SUN Jian-bin~(1,2), WENG Xing-zhong~1(1. The Engineering Institute, Air Force Engineering University, Xi′an, Shaanxi 710038, China;2.Airport & Barracks Division, Department of Logistics of Nanjing Army Group Air Force, Nanjing 210018, China);Research on Structure Design Criteria of Asphalt Concrete Pavement for Military Airport[J];Journal of Air Force Engineering University(Natural Science Edition);2005-01
3 WENG Xing-zhong,DU Jian,CAO San-gui (The Engineering Institute,Air Force Engineering University,Xi′an 710038, Shaanxi,China);Standardized Structure for Asphalt Pavement of Military Airport in China[J];Journal of Air Force Engineering University(Natural Science Edition);2007-01
4 Kou Yanan; Weng Xingzhong(The Air Force Institute of Engineering, Xi'an, 710000);Prediction of Airport Cement Concrete PavementService Life Using Neural Network Theory[J];China Journal of Highway and Transport;1997-01
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 WENG Xing zhong 1,SUN Jian bin 2 (1 Engineering College,Air Force Engineering University,Xi'an 710038,China; 2 Airport &Barracks Division,Department of Logistics of Nanjing Army Group of Air Force,Nanjing 210018,China);Conversion of Traffic Volumes on Asphalt Concrete Pavement for Military Airport[J];Highway;2003-06
2 XU Zhi hong,LI Shu ming,GAO Ying,FENG Xiao (Department of Road and Traffic Engineering, Tongji University, Shanghai 200092, China);Research on Fatigue Characteristic of Asphalt Mixture[J];Journal of Traffic and Transportation Engineering;2001-01
3 Xu Hao~1, Ni Fu-jian~1, Chen Rong-sheng~1, Liu Qing-quan~2 (1.School of Transportation, Southeast University, Nanjing 210096, China; 2.Research Institute of Highway, Ministry of Communications, Beijing 100088, China);Durability of porous asphalt mixture[J];Journal of Traffic and Transportation Engineering;2005-02
4 Wang Hong-chang~1, Huang Xiao-ming~1, Fu Zhi~2 (1.School of Transportation, Southeast University, Nanjing 210096, China; 2.Research Institute of Highway, Ministry of Communications, Beijing 100088, China);Influence factors on surface crack of semi-rigid base course[J];Journal of Traffic and Transportation Engineering;2005-02
5 Ni Fu-jian~1,Yin Ying-mei~2(1.School of Transportation,Southeast University,Nanjing 210096,China;2.School of Construction,Guangdong University of Technology,Guangzhou 510090, China);Fatigue properties of asphalt mixture with fiberglass polyester mat[J];Journal of Traffic and Transportation Engineering;2005-03
6 SUN Jian-bin~(1,2), WENG Xing-zhong~1(1. The Engineering Institute, Air Force Engineering University, Xi′an, Shaanxi 710038, China;2.Airport & Barracks Division, Department of Logistics of Nanjing Army Group Air Force, Nanjing 210018, China);Research on Structure Design Criteria of Asphalt Concrete Pavement for Military Airport[J];Journal of Air Force Engineering University(Natural Science Edition);2005-01
7 ZHANG Yong-qing~(1), JIA Shuang-ying~2 (1.Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’an University, Xi’an 710064, China; 2.School of Science, Chang’an University, Xi’an 710064, China);Evaluation method for asphalt pavement performance of freeway[J];Journal of Chang'an University(Natural Science Edition);2005-02
8 YAO Ai-ling~(1,2),ZHANG Xi-ling~1,WANG Xuan-cang~2 (1.School of Materials Science and Engineering,Xi'an University of Architecture and Technology,Xi'an 710055,China;2.Key Laboratory for Special Area Highway Engineering of Ministry of Education,Chang'an University,Xi'an 710064,China);Affect of test methods on compression module of asphalt mixture[J];Journal of Chang'an University(Natural Science Edition);2005-06
9 CHEN Hua-xin~1,LI Ning-li~2,ZHANG Zheng-qi~1,WANG Bing-gang~1(1.Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang'an University,Xi'an 710064,China;2.School of Material Science and Engineering,Northwestern Polytechnic University,Xi'an 710072,China);Temperature Susceptibility Analysis of Asphalt Binders[J];Journal of Chang'an University(Natural Science Edition);2006-01
10 ZHOU Wei-feng~(1,2),ZHAO Ke~2,WANG De-qun~2,XU Ke-xue~2(1.Key Laboratory for Special Area Highway Engineering of Ministry of Education,Chang'an University,Xi'an 710064,China;2.Tianjin Municipal Engineering Research Institute,Tianjin 300074,China);Mix Ratio Optimization Design of Cement Stabilized Macadam Based on Static Pressure Method and Vibration Method[J];Journal of Chang'an University(Natural Science Edition);2006-01
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