Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Xi'an Jiaotong University》 2005-01
Add to Favorite Get Latest Update

Novel Fast Adaptive Modeling Algorithm Based on Particle Dynamics

Wang Teng~1,Yan Guirong~1,Zhang Xinwu~2 (1.School of Architectural Engineering and Mechanics,  Xi′an Jiaotong University, Xi′an  710049, China; 2.China Academy of Engineering Physics, Mianyang 621900, China)  
A new adaptive modeling algorithm, PDMDF (proportionally damped multidegree of freedom system), is proposed to build the model of a plant. It is derived by assimilating the process of iteration for the optimal weight coefficients to a particle movement on the hypersurface, the mean square error surface geometry in the space of filter parameters located in the gravitational field. The PDMDF algorithm is developed from the particle differential equation by introducing a proportional damping force and making all damping factors approach the critical damping. The nonlinear term in the particle differential equation is considered as a variable step size in the PDMDF algorithm. The simulation results show a faster convergence rate of the algorithm than that of least mean square algorithm at the same level of misadjustment. This new algorithm could be expected to apply to adaptive inverse control. .
【Fund】: 国家自然科学基金委员会与中国工程物理研究院联合基金资助项目(10276032).
【CateGory Index】: O302
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 1 Hits
1 Deng Qun ( Editorial Board of Journal, CUMT,Xuzhou 221008 );New Estimations about Eigenvalue of Matrix[J];JOURNAL OF CHINA UNIVERSITY OF MINING & TECHNOLOGY;1996-02
Chinese Journal Full-text Database 10 Hits
1 CHEN Lian,WANG Qishen(Physics Department of Anqing Teachers Collgeg,Anqing 246011,China);Disscussion of Eigen State of Spring with Mass CountedParticle Vibrating System[J];Journal of Anqing Teachers College(Natural Science Edition);2002-04
2 ZHANG Lihua, XU Yingxun (physics Dept. of Anqing Teachers college, Anqing 246011, China);Measurement on Yong's Modulus by Means of Vibration[J];Journal of Anqing Teachers College(Natural Science Edition);2003-02
3 JIA Yu bin 1, HAO Yi long 1,ZHONG Ying 2, ZHANG Rong 3 (1. Institute of Microelectronics, Peking University, Beijing 100871,China; 2. Precision Measurement Technology and Instrument, Tianjin University, Tianjin 300072, China; 3. Precision Measurement Technology and Instrument, Tsinghua University, Beijing 100084, China);Micromachined accelerometer based on resonant principle[J];Micronanoelectronic Technology;2003-Z1
4 HE Gao-fa1,2,TANG Yi-ke1,2,HE Xiao-ping3,LIU Shi-ming2 (1.College of Mechanical Engineering,Chongqing University,Chongqing 400030,China;2.Department of Mechanical Engineering,Chongqing Institute of Science and Technology,Chongqing 400050,China;3.Institute of Electronic Engineering,CAEP,Mianyang 621900,China);Design and Analysis of a Novel Micro Resonant Accelerometer[J];Micronanoelectronic Technology;2007-Z1
5 SHU Ge qun, RAO Li, LIN Jian sheng, LU Xing cai (School of Mechanical Engineering,Tianjin University, Tianjin 300072, China);Study on the TorsionandFlexureCoupled Free Vibration of continuous Shaft[J];Acta Armamentarll The Volume of Tank, Armored Vehicle and Engine;2000-04
6 CHEN Qing-wei,GUO Jian,WANG Xiao-hua,HU Wei-li (Department of Automation,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China);Vibration Suppression of Flexible Arm Based on State Feedback Control[J];Acta Armamentarii;2006-01
7 Wei Dong Ma Ruiping Zhang Minglian Shi Xiaorong (School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Artificial-neural-network-based nonlinear adaptive control and simulation[J];Journal of Beijing University of Aeronautics and Astronautics;2004-03
8 Wen Zhaodong Wang Zhanlin Qi Xiaoye (School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Bao Lina(Department of Integration Engineering,China Academy of Space Technology,Beijing 100086,China);Artificial-neural-network adaptive control of compound actuator[J];Journal of Beijing University of Aeronautics and Astronautics;2007-11
9 BAI Jing~ 1,2) , LI Huade~ 1) , HAO Zhihong~ 3) 1) Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China 2) Electrical Information Engineering Institute, Beihua University, Jilin 132021, China3) Information Engineering Institute, Inner Mongolia University of Science and Technology, Baotou 014010, China;Adaptive inverse control of an exchange frequency conversion vector control system[J];Journal of University of Science and Technology Beijing;2006-09
10 BAI Jing1,2),YIN Yi-xin1),HAO Zhi-hong1),SUN He-ping2)1) School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China 2) Information Engineering School,Beihua University,Beijing 132021,China;Variable step size LMS algorithm based on a variable region[J];Journal of University of Science and Technology Beijing;2009-01
China Proceedings of conference Full-text Database 10 Hits
1 ZHOU-Fei ZHANG-Yongxiang 1.Zhengzhou GaTech Instruments Co.Ltd Zhengzhou 450002 2.Xihua University,Chengdu 610039;A Study and Simulation of Adaptive Inverse Control for Air-Fuel Ratio in Gasoline Engine[A];[C];2008
2 Tian Jinpeng, Zhang Duanjin, Zhang Wenying(College of Information Engineering, Zhengzhou University, Zhengzhou 450052);Earphone Noise Cancellation Based on Neural Network Model[A];[C];2005
3 Hu yong Long xuming Yi siwei (Southwest Jiaotong University Electrical Engineering Institute Chengdu,Sichuan 610031);Modularized Design of Chip Mounter Controller Base on TMS320LF2407[A];[C];2007
4 Zhao Jiangbo Wang Junzheng (Dept.of Automatic Control,Beijing Institute of Technology,Beijing 100081,china);Study of adaptive inverse control to triaxial rotary table[A];[C];2007
5 HE Gao-fa~(1,2) TANG Yi-ke(1,2) HE Xiao-ping~3 LIU Shi-ming~2 (1.College of Mechanical Engineering,Chongqing University,Chongqing 400030,China; 2.Department of Mechanical Engineering,Chongqing Institute of Science and Technology,Chongqing 400050,China; 3.Institute o f Electronic Engineering,CAEP,Mianyang 621900,China);Design and Analysis of a Novel Micro Resonant Accelerometer[A];[C];2007
6 Luo Kun-sheng,Cai Wen-li,Zhang Xiang-wei (1 Engineering Institute of PLA University of Science and Technology,JiangSu,Nanjing,210007; 2 Engineering & Researching Design Institute of GuangZhou Military Area,GuangDong,GuangZhou,510515, 3.96167 Unit of PLA,FuJian,YongAn 366000);Dynamic Responses Of Beam Under Explosion Loads[A];[C];2008
7 LI Xiao-ming,LING Hu-jun,ZHU Jun-feng School of Information Engineering,Inner Mongolia University of Technology,Hohhot 010051 P.R.China;Predictive Functional Control Based on Artificial Neural Networks and it's Application of Coordinated Control Systems of Fossil Power Plant[A];[C];2009
8 LIU Shao-kui1, YAN Gui-rong2 (1.China Academy of Space Technology, Beijing 100094, China; 2.Astronautics and Aeronautics College, Xian Jiaotong University, Xian 710049, China);Active Vibration Control for the Space Truss Structure Based on Adaptive Inverse Control[A];[C];2007
9 WANG Kao,TAO Jun-yong,CHEN Xun (Research Institute of Mechatronics Engineering, College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha 410073, China);The response analysis of repetitive shock machine excited by a single vibrator[A];[C];2007
10 YUE Zheng,LI Zhi-yuan (Hefei University of Technology,Hefei 230009,China);Research on vibration absorber of power system in gas-engined forklift[A];[C];2009
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved