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《Journal of Guangxi Normal University(Natural Science Edition)》 2010-03
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Pressure Control for Headhamber of Shield Machine Based on Neural Network

CAO Li-juan1,SHANGGUAN Zi-chang2,3,LI Shou-ju4,MAO Zhong-yi5(1.Marine Mechanical Engineering Institute,Dalian Ocean University,Dalian Liaoning 116023,China;2.School of Civil and Hydraulic Engineering,Dalian University of Technology,Dalian Liaoning 16023,China;3.Institute of Civil Engineering,Dalian Ocean University,Dalian Liaoning 116023,China;4.State Key Laboratory of Structure Analysis for Industrial Equipment,Dalian University of Technology,Dalian Liaoning 116024,China;5.Pushihe Pumped-Storage Co.LTD,Dandong Liaoning 118000,China)  
According to the volume balance principle that volume of entering headchamber from cutterhead of shield machine is equal to the carried volume by screw conveyor,a discrete state equation is proposed for pressure control of headchamber in shield tunneling based on nonlinear constitutive model of waste soil.BP neural network and PID neural network are used as identifier and controller.The pressure control and model parameter identification of time-varying system of shield tunneling are studied.Numerical simulation result shows that the pressure control method based on neural network in shield tunneling is effective.The proposed algorithms have good stability and robustness.
【Fund】: 国家重点基础研究发展规划(973)资助项目(2007CB714006);; 国家自然科学基金重点项目(90815023)
【CateGory Index】: U455.43
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