메뉴 건너뛰기




Volumn 26, Issue 2, 2010, Pages 180-189

Design optimization of a spatial six degree-of-freedom parallel manipulator based on artificial intelligence approaches

Author keywords

Artificial neural networks; Dexterity; Genetic algorithms; Optimization design; System stiffness

Indexed keywords

ANALYTICAL SOLUTIONS; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; BACKPROPAGATION LEARNING ALGORITHM; DESIGN OPTIMIZATION; DIMENSIONAL SYNTHESIS; EFFECTIVE SOLUTION; GEOMETRICAL PARAMETERS; INTELLIGENT OPTIMIZATION; KINEMATIC ANALYSIS; LEVENBERG-MARQUARDT ALGORITHM; OBJECTIVE FUNCTIONS; OPTIMIZATION DESIGN; OPTIMIZATION TECHNIQUES; PARALLEL MANIPULATORS; PARALLEL MECHANISMS; PARETO-OPTIMAL FRONTIERS; PERFORMANCE INDICES; SIX DEGREE-OF-FREEDOM; SOLUTION SPACE; SYSTEM STIFFNESS; TRAINED NEURAL NETWORKS;

EID: 71849088372     PISSN: 07365845     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rcim.2009.07.002     Document Type: Article
Times cited : (117)

References (40)
  • 1
    • 0000145503 scopus 로고
    • A platform with six degrees of freedom
    • Steward D. A platform with six degrees of freedom. Proc Inst Mech Eng 180 5 (1965) 371-386
    • (1965) Proc Inst Mech Eng , vol.180 , Issue.5 , pp. 371-386
    • Steward, D.1
  • 2
    • 3342961726 scopus 로고    scopus 로고
    • New design for a 6 DOF vibration simulator with improved reliability and performance
    • Hostens I., Anthonis J., and Ramon H. New design for a 6 DOF vibration simulator with improved reliability and performance. Mech Syst Signal Process 19 1 (2005) 105-122
    • (2005) Mech Syst Signal Process , vol.19 , Issue.1 , pp. 105-122
    • Hostens, I.1    Anthonis, J.2    Ramon, H.3
  • 3
    • 0034155886 scopus 로고    scopus 로고
    • Kinematic analysis and optimization of a new three degree-of-freedom spatial parallel manipulator
    • Carretero J.A., Podhorodeski R.P., Nahon M.N., and Gosselin C.M. Kinematic analysis and optimization of a new three degree-of-freedom spatial parallel manipulator. ASME J Mech Des 122 1 (2000) 17-24
    • (2000) ASME J Mech Des , vol.122 , Issue.1 , pp. 17-24
    • Carretero, J.A.1    Podhorodeski, R.P.2    Nahon, M.N.3    Gosselin, C.M.4
  • 4
    • 0033133522 scopus 로고    scopus 로고
    • Position analysis of a two DOF parallel mechanism-Canterbury tracker
    • Dunlop G.R., and Jones T.P. Position analysis of a two DOF parallel mechanism-Canterbury tracker. Mech Mach Theory 34 1 (1999) 599-614
    • (1999) Mech Mach Theory , vol.34 , Issue.1 , pp. 599-614
    • Dunlop, G.R.1    Jones, T.P.2
  • 5
    • 0026242245 scopus 로고
    • A three-degrees-of-freedom micromotion in-parallel actuated manipulator
    • Lee K.M., and Arjunan S. A three-degrees-of-freedom micromotion in-parallel actuated manipulator. IEEE Trans Rob Autom 7 5 (1991) 634-641
    • (1991) IEEE Trans Rob Autom , vol.7 , Issue.5 , pp. 634-641
    • Lee, K.M.1    Arjunan, S.2
  • 6
    • 33646404671 scopus 로고    scopus 로고
    • An XYZ micromanipulator with three translational degrees of freedom
    • Jensen K.A., Lusk C.P., and Howell L.L. An XYZ micromanipulator with three translational degrees of freedom. Robotica 24 3 (2006) 305-314
    • (2006) Robotica , vol.24 , Issue.3 , pp. 305-314
    • Jensen, K.A.1    Lusk, C.P.2    Howell, L.L.3
  • 7
    • 33745775523 scopus 로고    scopus 로고
    • A novel design of a 3-PRC compliant parallel micromanipulator for nanomanipulation
    • Xu Q.S., and Li Y.M. A novel design of a 3-PRC compliant parallel micromanipulator for nanomanipulation. Robotica 24 4 (2006) 527-528
    • (2006) Robotica , vol.24 , Issue.4 , pp. 527-528
    • Xu, Q.S.1    Li, Y.M.2
  • 9
    • 0029529552 scopus 로고
    • A robotically assisted munition loading system
    • Nguyen C.C., Zhou Z.L., and Bryfogis M. A robotically assisted munition loading system. J Rob Syst 12 12 (1995) 871-881
    • (1995) J Rob Syst , vol.12 , Issue.12 , pp. 871-881
    • Nguyen, C.C.1    Zhou, Z.L.2    Bryfogis, M.3
  • 10
    • 10244251574 scopus 로고    scopus 로고
    • Kinematic design of a six-DOF parallel-kinematics machine with decoupled-motion architecture
    • Yang G.L., Chen I.M., Chen W.H., and Lin W. Kinematic design of a six-DOF parallel-kinematics machine with decoupled-motion architecture. IEEE Trans Rob Autom 20 5 (2004) 876-884
    • (2004) IEEE Trans Rob Autom , vol.20 , Issue.5 , pp. 876-884
    • Yang, G.L.1    Chen, I.M.2    Chen, W.H.3    Lin, W.4
  • 11
    • 37449012004 scopus 로고    scopus 로고
    • Stiffness analysis for a 3-PUU parallel kinematic machine
    • Li Y.M., and Xu Q.S. Stiffness analysis for a 3-PUU parallel kinematic machine. Mech Mach Theory 43 2 (2008) 186-200
    • (2008) Mech Mach Theory , vol.43 , Issue.2 , pp. 186-200
    • Li, Y.M.1    Xu, Q.S.2
  • 12
    • 33748793385 scopus 로고    scopus 로고
    • Applications of equivalent components concept on the singularity analysis of TRR-XY hybrid parallel kinematic machine tools
    • Chen S.L., Chang T.H., and Lin Y.C. Applications of equivalent components concept on the singularity analysis of TRR-XY hybrid parallel kinematic machine tools. Int J Adv Manuf Technol 30 7-8 (2006) 778-788
    • (2006) Int J Adv Manuf Technol , vol.30 , Issue.7-8 , pp. 778-788
    • Chen, S.L.1    Chang, T.H.2    Lin, Y.C.3
  • 13
    • 34547148898 scopus 로고    scopus 로고
    • Two-mode overconstrained three-DOFs rotational-translational linear-motor-based parallel-kinematics mechanism for machine tool applications
    • Refaat S., Herve J.M., and Nahavandi S. Two-mode overconstrained three-DOFs rotational-translational linear-motor-based parallel-kinematics mechanism for machine tool applications. Robotica 25 4 (2007) 461-466
    • (2007) Robotica , vol.25 , Issue.4 , pp. 461-466
    • Refaat, S.1    Herve, J.M.2    Nahavandi, S.3
  • 14
    • 1642603377 scopus 로고    scopus 로고
    • Analysis of parallel kinematic machines with kinetostatic modelling method
    • Zhang D., Xi F., Mechefske C., and Sherman Y.T. Analysis of parallel kinematic machines with kinetostatic modelling method. Rob Comput-Integr Manuf 20 2 (2004) 151-165
    • (2004) Rob Comput-Integr Manuf , vol.20 , Issue.2 , pp. 151-165
    • Zhang, D.1    Xi, F.2    Mechefske, C.3    Sherman, Y.T.4
  • 15
    • 40749127097 scopus 로고    scopus 로고
    • Dynamic modeling of a 4-DOF parallel kinematic machine with revolute actuators
    • Staicu S., and Zhang D. Dynamic modeling of a 4-DOF parallel kinematic machine with revolute actuators. Int J Manuf Res 3 2 (2008) 172-187
    • (2008) Int J Manuf Res , vol.3 , Issue.2 , pp. 172-187
    • Staicu, S.1    Zhang, D.2
  • 16
    • 33644786878 scopus 로고    scopus 로고
    • PKM capabilities and applications exploration in a collaborative virtual environment
    • Zhang D., Wang L., and Esmailzadeh E. PKM capabilities and applications exploration in a collaborative virtual environment. Rob Comput-Integr Manuf 22 4 (2006) 384-395
    • (2006) Rob Comput-Integr Manuf , vol.22 , Issue.4 , pp. 384-395
    • Zhang, D.1    Wang, L.2    Esmailzadeh, E.3
  • 17
    • 31144457415 scopus 로고    scopus 로고
    • Design and optimization of 3R manipulators using the workspace features
    • Bergamaschi P.R., Nogueira A.C., and Saramago F.P. Design and optimization of 3R manipulators using the workspace features. Appl Math Comput 172 1 (2006) 439-463
    • (2006) Appl Math Comput , vol.172 , Issue.1 , pp. 439-463
    • Bergamaschi, P.R.1    Nogueira, A.C.2    Saramago, F.P.3
  • 18
    • 36148977508 scopus 로고    scopus 로고
    • Parametric design optimization of 2-DOF R-R planar manipulator: a design of experiment approach
    • Rout B.K., and Mittal R.K. Parametric design optimization of 2-DOF R-R planar manipulator: a design of experiment approach. Rob Comput-Integr Manuf 24 2 (2008) 239-248
    • (2008) Rob Comput-Integr Manuf , vol.24 , Issue.2 , pp. 239-248
    • Rout, B.K.1    Mittal, R.K.2
  • 19
    • 38549164849 scopus 로고    scopus 로고
    • Geometric approach to the accuracy analysis of a class of 3-DOF planar parallel robots
    • Yu A., Bonev I.A., and Paul Z.M. Geometric approach to the accuracy analysis of a class of 3-DOF planar parallel robots. Mech Mach Theory 43 3 (2008) 364-375
    • (2008) Mech Mach Theory , vol.43 , Issue.3 , pp. 364-375
    • Yu, A.1    Bonev, I.A.2    Paul, Z.M.3
  • 20
    • 33750728429 scopus 로고    scopus 로고
    • Optimizing the kinematic chains for a spatial parallel manipulator via searching the desired dexterous workspace
    • Zhao J.S., Zhang S.L., Dong J.X., Feng Z.J., and Zhou K. Optimizing the kinematic chains for a spatial parallel manipulator via searching the desired dexterous workspace. Rob Comput-Integr Manuf 23 1 (2007) 38-46
    • (2007) Rob Comput-Integr Manuf , vol.23 , Issue.1 , pp. 38-46
    • Zhao, J.S.1    Zhang, S.L.2    Dong, J.X.3    Feng, Z.J.4    Zhou, K.5
  • 21
    • 0037530461 scopus 로고    scopus 로고
    • Optimal kinematic design of spatial parallel manipulators: application to linear delta robot
    • Stock M., and Miller K. Optimal kinematic design of spatial parallel manipulators: application to linear delta robot. ASME J Mech Des 125 (2003) 292-301
    • (2003) ASME J Mech Des , vol.125 , pp. 292-301
    • Stock, M.1    Miller, K.2
  • 22
    • 33748341088 scopus 로고    scopus 로고
    • Robot workspace optimization based on a novel local and global performance indices
    • Kucuk S, Bingul Z. Robot workspace optimization based on a novel local and global performance indices. In: IEEE International Symposium on Industrial Electronics, 2005. pp. 1593-8.
    • (2005) IEEE International Symposium on Industrial Electronics , pp. 1593-1598
    • Kucuk, S.1    Bingul, Z.2
  • 23
    • 0346008155 scopus 로고    scopus 로고
    • A multi-objective optimum design of general 3R manipulators for prescribed workspace limits
    • Ceccarelli M., and Lanni C. A multi-objective optimum design of general 3R manipulators for prescribed workspace limits. Mech Mach Theory 39 2 (2004) 119-132
    • (2004) Mech Mach Theory , vol.39 , Issue.2 , pp. 119-132
    • Ceccarelli, M.1    Lanni, C.2
  • 25
    • 0026378035 scopus 로고
    • The synthesis of manipulators with prescribed workspace
    • Gosselin C.M., and Guillot M. The synthesis of manipulators with prescribed workspace. ASME J Mech Des 113 1 (1991) 451-455
    • (1991) ASME J Mech Des , vol.113 , Issue.1 , pp. 451-455
    • Gosselin, C.M.1    Guillot, M.2
  • 26
    • 0028338155 scopus 로고
    • An introduction to simulated evolutionary optimization
    • Fogel D B. An introduction to simulated evolutionary optimization. IEEE Trans Neural Networks 5 1 (1994) 3-14
    • (1994) IEEE Trans Neural Networks , vol.5 , Issue.1 , pp. 3-14
    • Fogel D, B.1
  • 27
    • 42249094387 scopus 로고    scopus 로고
    • Real-valued compact genetic algorithms for embedded microcontroller optimization
    • Mininno E., Cupertino F., and Naso D. Real-valued compact genetic algorithms for embedded microcontroller optimization. IEEE Trans Evol Comput 12 2 (2008) 203-219
    • (2008) IEEE Trans Evol Comput , vol.12 , Issue.2 , pp. 203-219
    • Mininno, E.1    Cupertino, F.2    Naso, D.3
  • 28
    • 33847293671 scopus 로고    scopus 로고
    • Interactive genetic algorithms with multi-population adaptive hierarchy and their application in fashion design
    • Gong D.W., Hao G.S., Zhou Y., and Sun X.Y. Interactive genetic algorithms with multi-population adaptive hierarchy and their application in fashion design. Appl Math Comput 185 2 (2007) 1098-1108
    • (2007) Appl Math Comput , vol.185 , Issue.2 , pp. 1098-1108
    • Gong, D.W.1    Hao, G.S.2    Zhou, Y.3    Sun, X.Y.4
  • 29
    • 49149099084 scopus 로고    scopus 로고
    • Optimized approximation algorithm in neural networks without overfitting
    • Liu Y.Y., Starzyk J.A., and Zhu Z. Optimized approximation algorithm in neural networks without overfitting. IEEE Trans Neural Networks 19 6 (2008) 983-995
    • (2008) IEEE Trans Neural Networks , vol.19 , Issue.6 , pp. 983-995
    • Liu, Y.Y.1    Starzyk, J.A.2    Zhu, Z.3
  • 30
    • 34848872651 scopus 로고    scopus 로고
    • An optimization methodology for neural network weights and architectures
    • Ludermir T.B., Yamazaki A., and Zanchettin C. An optimization methodology for neural network weights and architectures. IEEE Trans Neural Networks 17 6 (2006) 1452-1459
    • (2006) IEEE Trans Neural Networks , vol.17 , Issue.6 , pp. 1452-1459
    • Ludermir, T.B.1    Yamazaki, A.2    Zanchettin, C.3
  • 31
    • 23044455114 scopus 로고    scopus 로고
    • Parallel kinematic machines: design, analysis and simulation in an integrated virtual environment
    • Zhang D., Wang L., and Lang S. Parallel kinematic machines: design, analysis and simulation in an integrated virtual environment. ASME J Mech Des 127 7 (2005) 580-588
    • (2005) ASME J Mech Des , vol.127 , Issue.7 , pp. 580-588
    • Zhang, D.1    Wang, L.2    Lang, S.3
  • 32
    • 0034153728 scopus 로고    scopus 로고
    • Cooperative coevolutionary architecture for evolving coadapted subcomponents
    • Potter M.A., and De Jong K.A. Cooperative coevolutionary architecture for evolving coadapted subcomponents. Evol Comput 8 1 (2000) 1-29
    • (2000) Evol Comput , vol.8 , Issue.1 , pp. 1-29
    • Potter, M.A.1    De Jong, K.A.2
  • 33
    • 0036887498 scopus 로고    scopus 로고
    • Multi-objective cooperative coevolution of artificial neural networks
    • Pedrajas N.G., Marti{dotless}nez C.H., and Perez J.M. Multi-objective cooperative coevolution of artificial neural networks. Neural Networks 15 1 (2002) 1259-1278
    • (2002) Neural Networks , vol.15 , Issue.1 , pp. 1259-1278
    • Pedrajas, N.G.1    Martinez, C.H.2    Perez, J.M.3
  • 35
    • 2342475919 scopus 로고    scopus 로고
    • Pareto optimality and particle swarm optimization
    • Baumgartner U., Magele Ch., and Renhart W. Pareto optimality and particle swarm optimization. IEEE Trans Magn 40 2 (2004) 1172-1175
    • (2004) IEEE Trans Magn , vol.40 , Issue.2 , pp. 1172-1175
    • Baumgartner, U.1    Magele, Ch.2    Renhart, W.3
  • 36
    • 33845544462 scopus 로고    scopus 로고
    • Piezoresistive microphone design pareto optimization: tradeoff between sensitivity and noise floor
    • Papila M., Haftka R.T., Nishida T., and Sheplak M. Piezoresistive microphone design pareto optimization: tradeoff between sensitivity and noise floor. J Microelectromech Syst 15 6 (2006) 1632-1643
    • (2006) J Microelectromech Syst , vol.15 , Issue.6 , pp. 1632-1643
    • Papila, M.1    Haftka, R.T.2    Nishida, T.3    Sheplak, M.4
  • 37
  • 38
    • 34250738304 scopus 로고    scopus 로고
    • Multi-objective design optimization of rolling bearings using genetic algorithms
    • Gupta S., Tiwari R., and Nair S.B. Multi-objective design optimization of rolling bearings using genetic algorithms. Mech Mach Theory 42 10 (2007) 1418-1443
    • (2007) Mech Mach Theory , vol.42 , Issue.10 , pp. 1418-1443
    • Gupta, S.1    Tiwari, R.2    Nair, S.B.3
  • 39
    • 0033716744 scopus 로고    scopus 로고
    • Efficient training of neural nets for nonlinear adaptive filtering using a recursive Levenberg-Marquardt algorithm
    • Ngia L.S.H., and Sjoberg J. Efficient training of neural nets for nonlinear adaptive filtering using a recursive Levenberg-Marquardt algorithm. IEEE Trans Signal Process 48 7 (2000) 1915-1927
    • (2000) IEEE Trans Signal Process , vol.48 , Issue.7 , pp. 1915-1927
    • Ngia, L.S.H.1    Sjoberg, J.2
  • 40
    • 23044513932 scopus 로고    scopus 로고
    • Improvement of the neighborhood based Levenberg-Marquardt algorithm by local adaptation of the learning coefficient
    • Toledo A., Pinzolas M., Ibarrola J.J., and Lera G. Improvement of the neighborhood based Levenberg-Marquardt algorithm by local adaptation of the learning coefficient. IEEE Trans Evol Comput 16 4 (2005) 988-992
    • (2005) IEEE Trans Evol Comput , vol.16 , Issue.4 , pp. 988-992
    • Toledo, A.1    Pinzolas, M.2    Ibarrola, J.J.3    Lera, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.