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Volumn 9, Issue 3, 2008, Pages 392-405

State of the art in vehicle active suspension adaptive control systems based on intelligent methodologies

Author keywords

Active suspension systems; Adaptive control; Computational intelligence; Intelligent control

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ADAPTIVE SYSTEMS; ARTIFICIAL INTELLIGENCE; AUTOMOBILE PARTS AND EQUIPMENT; AUTOMOBILE SUSPENSIONS; CONTROL THEORY; FUZZY CONTROL; FUZZY INFERENCE; FUZZY NEURAL NETWORKS; GENETIC ALGORITHMS; GENETIC ENGINEERING; IDENTIFICATION (CONTROL SYSTEMS); INFERENCE ENGINES; INTELLIGENT SYSTEMS; NEURAL NETWORKS; SUSPENSIONS (COMPONENTS); VEHICLE SUSPENSIONS; VEHICLES;

EID: 50649111161     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2008.928244     Document Type: Article
Times cited : (208)

References (65)
  • 1
    • 0025491053 scopus 로고
    • Optimal active suspension structures for quarter-car vehicle models
    • D. Hrovat, "Optimal active suspension structures for quarter-car vehicle models," Automatica, vol. 25, no. 5, pp. 845-860, 1990.
    • (1990) Automatica , vol.25 , Issue.5 , pp. 845-860
    • Hrovat, D.1
  • 2
    • 84954722544 scopus 로고
    • Optimal linear active suspensions with derivative constraints and output feedback control
    • A. Thompson and B. Davis, "Optimal linear active suspensions with derivative constraints and output feedback control," Veh. Syst. Dyn., vol. 17, no. 4, pp. 179-192, 1988.
    • (1988) Veh. Syst. Dyn , vol.17 , Issue.4 , pp. 179-192
    • Thompson, A.1    Davis, B.2
  • 3
    • 0026389113 scopus 로고
    • A technical note on the lotus suspension patents
    • A. Thompson and B. Davis, "A technical note on the lotus suspension patents," Veh. Syst. Dyn., vol. 20, no. 6, pp. 381-383, 1991.
    • (1991) Veh. Syst. Dyn , vol.20 , Issue.6 , pp. 381-383
    • Thompson, A.1    Davis, B.2
  • 4
    • 0031245931 scopus 로고    scopus 로고
    • Survey of advanced suspension developments and related optimal control applications
    • Oct
    • D. Hrovat, "Survey of advanced suspension developments and related optimal control applications," Automatica, vol. 33, no. 10, pp. 1781-1817, Oct. 1997.
    • (1997) Automatica , vol.33 , Issue.10 , pp. 1781-1817
    • Hrovat, D.1
  • 5
    • 0027608359 scopus 로고
    • Recent researches on active suspensions for ground vehicles
    • M. Nagai, "Recent researches on active suspensions for ground vehicles," JSME Int. J. Ser. C Mech. Syst. Mach. Elem. Manuf., vol. 36, no. 2, pp. 161-170. 1993.
    • (1993) JSME Int. J. Ser. C Mech. Syst. Mach. Elem. Manuf , vol.36 , Issue.2 , pp. 161-170
    • Nagai, M.1
  • 6
    • 0032399941 scopus 로고    scopus 로고
    • Automobile passenger comfort assured through LQG/LQR active suspension
    • H. Taghirad and E. Esmailzadeh, "Automobile passenger comfort assured through LQG/LQR active suspension," J. Vib. Control, vol. 4, no. 5, pp. 603-618, 1998.
    • (1998) J. Vib. Control , vol.4 , Issue.5 , pp. 603-618
    • Taghirad, H.1    Esmailzadeh, E.2
  • 7
    • 0023486959 scopus 로고
    • Adaptive control of vehicle suspension
    • A. Hać, "Adaptive control of vehicle suspension," Veh. Syst. Dyn., vol. 16, no. 2, pp. 57-74, 1987.
    • (1987) Veh. Syst. Dyn , vol.16 , Issue.2 , pp. 57-74
    • Hać, A.1
  • 8
    • 0025553227 scopus 로고
    • An application of explicit self-tuning controller to vehicle active suspension systems
    • M. Sunwoo and K. C. Cheok, "An application of explicit self-tuning controller to vehicle active suspension systems," in Proc. 29th IEEE Conf. Decision Control, 1990, pp. 2251-2257.
    • (1990) Proc. 29th IEEE Conf. Decision Control , pp. 2251-2257
    • Sunwoo, M.1    Cheok, K.C.2
  • 9
    • 0026408505 scopus 로고
    • A comparison of adaptive LQG and nonlinear controllers for vehicle suspension systems
    • T. Gordon, C. Marsh, and M. Milsted, "A comparison of adaptive LQG and nonlinear controllers for vehicle suspension systems," Veh. Syst. Dyn., vol. 20, no. 6, pp. 321-340, 1991.
    • (1991) Veh. Syst. Dyn , vol.20 , Issue.6 , pp. 321-340
    • Gordon, T.1    Marsh, C.2    Milsted, M.3
  • 11
    • 1242277314 scopus 로고    scopus 로고
    • Research advances in intelligent collision avoidance and adaptive cruise control
    • Sep
    • A. Vahidi and A. Eskandarian, "Research advances in intelligent collision avoidance and adaptive cruise control," IEEE Trans. Intell. Transp. Syst., vol. 4. no. 3, pp. 143-153, Sep. 2003.
    • (2003) IEEE Trans. Intell. Transp. Syst , vol.4 , Issue.3 , pp. 143-153
    • Vahidi, A.1    Eskandarian, A.2
  • 12
    • 0027663115 scopus 로고
    • Application of nonlinear control theory to electronically controlled suspensions
    • A. Alleyne. P. Neuhaus, and J. Hedrick, "Application of nonlinear control theory to electronically controlled suspensions," Veh. Syst. Dyn., vol. 22, no. 5, pp. 309-320, 1993.
    • (1993) Veh. Syst. Dyn , vol.22 , Issue.5 , pp. 309-320
    • Alleyne, A.1    Neuhaus, P.2    Hedrick, J.3
  • 13
    • 0029270757 scopus 로고
    • Nonlinear adaptive control of active suspensions
    • Mar
    • A. Alleyne and J. Hedrick, "Nonlinear adaptive control of active suspensions," IEEE Trans. Control Syst. Technol. vol. 3, no. 1, pp. 94-101, Mar. 1995.
    • (1995) IEEE Trans. Control Syst. Technol , vol.3 , Issue.1 , pp. 94-101
    • Alleyne, A.1    Hedrick, J.2
  • 14
    • 33745543229 scopus 로고    scopus 로고
    • A comparative study of active suspension systems using adaptive self-tuning control and sliding mode control schemes,
    • M.S. thesis, Mech. Aerosp. Eng. Dept, North Carolina State Univ, Greensboro, NC
    • C. Kim, "A comparative study of active suspension systems using adaptive self-tuning control and sliding mode control schemes," M.S. thesis, Mech. Aerosp. Eng. Dept., North Carolina State Univ., Greensboro, NC 1996.
    • (1996)
    • Kim, C.1
  • 15
    • 0031681711 scopus 로고    scopus 로고
    • A sliding mode controller for vehicle active suspension systems with non-linearities
    • Apr
    • C. Kim and P. Ro, "A sliding mode controller for vehicle active suspension systems with non-linearities," Proc Inst. Mech. Eng., D, Transp. Eng., vol. 212, no. 2, pp. 79-92, Apr. 1998.
    • (1998) Proc Inst. Mech. Eng., D, Transp. Eng , vol.212 , Issue.2 , pp. 79-92
    • Kim, C.1    Ro, P.2
  • 16
    • 0026173822 scopus 로고
    • Model reference adaptive control for vehicle active suspension systems
    • Jun
    • M. Sunwoo, K. C. Cheok, and N. J. Huang, "Model reference adaptive control for vehicle active suspension systems." IEEE Trans. Ind. Electron., vol. 38, no. 3, pp. 217-222, Jun. 1991.
    • (1991) IEEE Trans. Ind. Electron , vol.38 , Issue.3 , pp. 217-222
    • Sunwoo, M.1    Cheok, K.C.2    Huang, N.J.3
  • 17
    • 0027059907 scopus 로고
    • Investigation on stability and possible chaotic motions in the controlled wheel suspension system
    • L. Palkovics and P. Venhovens, "Investigation on stability and possible chaotic motions in the controlled wheel suspension system," Veh. Syst. Dyn., vol. 21, no. 1, pp. 269-296, 1992.
    • (1992) Veh. Syst. Dyn , vol.21 , Issue.1 , pp. 269-296
    • Palkovics, L.1    Venhovens, P.2
  • 19
    • 0035248362 scopus 로고    scopus 로고
    • The fusion of computationally intelligent methodologies and sliding-mode control - A survey
    • Feb
    • O. Kaynak, K. Erbatur, and M. Ertugnrl, "The fusion of computationally intelligent methodologies and sliding-mode control - A survey," IEEE Trans. Ind. Electron., vol. 48. no. 1, pp. 4-17. Feb. 2001.
    • (2001) IEEE Trans. Ind. Electron , vol.48 , Issue.1 , pp. 4-17
    • Kaynak, O.1    Erbatur, K.2    Ertugnrl, M.3
  • 20
    • 34249902785 scopus 로고    scopus 로고
    • A dynamic sliding-mode controller with fuzzy adaptive tuning for an active suspension system
    • Y.-Q. Zhang, Y.-S. Zhao, J. Yang, and L.-P. Chen, "A dynamic sliding-mode controller with fuzzy adaptive tuning for an active suspension system," Proc. Inst. Mech. Eng., D, Transp. Eng., vol. 221, no. 4, pp. 417-428, 2007.
    • (2007) Proc. Inst. Mech. Eng., D, Transp. Eng , vol.221 , Issue.4 , pp. 417-428
    • Zhang, Y.-Q.1    Zhao, Y.-S.2    Yang, J.3    Chen, L.-P.4
  • 21
    • 50649083779 scopus 로고    scopus 로고
    • Intelligent robotic systems: Adaptation, learning, and evolution
    • Mar
    • T. Fukuda and N. Kubota, "Intelligent robotic systems: Adaptation, learning, and evolution," Artif. Life Robot., vol. 3, no. 1, pp. 32-38, Mar. 1999.
    • (1999) Artif. Life Robot , vol.3 , Issue.1 , pp. 32-38
    • Fukuda, T.1    Kubota, N.2
  • 22
    • 0033678064 scopus 로고    scopus 로고
    • A study of a Kalman filter active vehicle suspension system using correlation of front and rear wheel road inputs
    • Jul
    • F. Yu, J.-W. Zhang, and D. A. Crolla, "A study of a Kalman filter active vehicle suspension system using correlation of front and rear wheel road inputs," Proc. Inst. Mech. Eng., D, Transp. Eng., vol. 214, no. 5, pp. 493-502, Jul. 2000.
    • (2000) Proc. Inst. Mech. Eng., D, Transp. Eng , vol.214 , Issue.5 , pp. 493-502
    • Yu, F.1    Zhang, J.-W.2    Crolla, D.A.3
  • 23
    • 34547477568 scopus 로고    scopus 로고
    • Study on active suspension control system based on an improved half-vehicle model
    • J. Cao, H. Liu, P. Li, and D. Brown, "Study on active suspension control system based on an improved half-vehicle model," Int. J. Autom. Comput., vol. 4, no. 3, pp. 236-242, 2007.
    • (2007) Int. J. Autom. Comput , vol.4 , Issue.3 , pp. 236-242
    • Cao, J.1    Liu, H.2    Li, P.3    Brown, D.4
  • 24
    • 33644990007 scopus 로고    scopus 로고
    • Integrated longitudinal and lateral tire/road friction modeling and monitoring for vehicle motion control
    • Mar
    • L. Li, F. Wang, and Q. Zhou, "Integrated longitudinal and lateral tire/road friction modeling and monitoring for vehicle motion control," IEEE Trans. Intell. Transp. Syst., vol. 7. no. 1, pp. 1-19, Mar. 2006.
    • (2006) IEEE Trans. Intell. Transp. Syst , vol.7 , Issue.1 , pp. 1-19
    • Li, L.1    Wang, F.2    Zhou, Q.3
  • 25
    • 34249901782 scopus 로고    scopus 로고
    • Elucidating vehicle lateral dynamics using a bifurcation analysis
    • Jun
    • D.-C. Liaw, H.-H. Chiang, and T.-T. Lee, "Elucidating vehicle lateral dynamics using a bifurcation analysis." IEEE Trans. Intell. Transp. Syst., vol. 8, no. 2, pp. 195-207. Jun. 2007.
    • (2007) IEEE Trans. Intell. Transp. Syst , vol.8 , Issue.2 , pp. 195-207
    • Liaw, D.-C.1    Chiang, H.-H.2    Lee, T.-T.3
  • 26
    • 0028099056 scopus 로고
    • A fuzzy preview control scheme of active suspension for rough road
    • E. Yeh and Y. Tsao, "A fuzzy preview control scheme of active suspension for rough road," Int. J. Veh. Des., vol. 15, no. 1, pp. 166-180, 1994.
    • (1994) Int. J. Veh. Des , vol.15 , Issue.1 , pp. 166-180
    • Yeh, E.1    Tsao, Y.2
  • 27
    • 2142705425 scopus 로고    scopus 로고
    • Application of a fuzzy enhance adaptive control on active suspension system
    • May
    • S.-J. Huang and C.-W. Lin. "Application of a fuzzy enhance adaptive control on active suspension system." Int. J. Comput. Appl. Technol., vol. 20, no. 4, pp. 152-160. May 2004.
    • (2004) Int. J. Comput. Appl. Technol , vol.20 , Issue.4 , pp. 152-160
    • Huang, S.-J.1    Lin, C.-W.2
  • 28
    • 0030781316 scopus 로고    scopus 로고
    • A tunable fuzzy logic controller for vehicle-active suspension systems
    • Jan
    • M. V. C. Rao and V. Prahlad, "A tunable fuzzy logic controller for vehicle-active suspension systems," Fuzzy Sets Syst., vol. 85, no. 1, pp. 11-21, Jan. 1997.
    • (1997) Fuzzy Sets Syst , vol.85 , Issue.1 , pp. 11-21
    • Rao, M.V.C.1    Prahlad, V.2
  • 29
    • 0041455521 scopus 로고    scopus 로고
    • Fuzzy logic controller for a vehicle active suspension system
    • Jan
    • S.-J. Huang and H.-C. Chao, "Fuzzy logic controller for a vehicle active suspension system." Proc. Inst. Mech. Eng., D, Transp. Eng., vol. 214, no. 1, pp. 1-12, Jan. 2000.
    • (2000) Proc. Inst. Mech. Eng., D, Transp. Eng , vol.214 , Issue.1 , pp. 1-12
    • Huang, S.-J.1    Chao, H.-C.2
  • 31
    • 33749568079 scopus 로고    scopus 로고
    • Adaptive fuzzy control of lateral semiactive suspension for high-speed railway vehicle
    • Berlin, Germany: Springer-Verlag
    • J. Yang, J. Li, and Y. Du, "Adaptive fuzzy control of lateral semiactive suspension for high-speed railway vehicle," in Computational Intelligence, vol. 4114. Berlin, Germany: Springer-Verlag, 2006, pp. 1104-1115.
    • (2006) Computational Intelligence , vol.4114 , pp. 1104-1115
    • Yang, J.1    Li, J.2    Du, Y.3
  • 32
    • 27944510129 scopus 로고    scopus 로고
    • Self-organizing fuzzy control of active suspension systems
    • Feb
    • R.-J. Lian, B.-F. Lin, and W.-T. Sie. "Self-organizing fuzzy control of active suspension systems," Int. J. Syst. Sci., vol. 36, no. 3, pp. 119-135, Feb. 2005.
    • (2005) Int. J. Syst. Sci , vol.36 , Issue.3 , pp. 119-135
    • Lian, R.-J.1    Lin, B.-F.2    Sie, W.-T.3
  • 33
    • 4344620181 scopus 로고    scopus 로고
    • A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots
    • Aug
    • H. A. Hagras, "A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots," IEEE Trans. Fuzzy Syst., vol. 12, no. 4, pp. 524-539, Aug. 2004.
    • (2004) IEEE Trans. Fuzzy Syst , vol.12 , Issue.4 , pp. 524-539
    • Hagras, H.A.1
  • 34
    • 33847666532 scopus 로고    scopus 로고
    • Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
    • May
    • R. Sepúlveda, O. Castillo, P. Melin, A. Rodríguez- Díaz, and O. Montiel, "Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic," Inf. Sci. vol. 177, no. 10, pp. 2023-2048, May 2007.
    • (2007) Inf. Sci , vol.177 , Issue.10 , pp. 2023-2048
    • Sepúlveda, R.1    Castillo, O.2    Melin, P.3    Rodríguez- Díaz, A.4    Montiel, O.5
  • 35
    • 33750318294 scopus 로고    scopus 로고
    • New results about the centroid of an interval type-2 fuzzy set. including the centroid of a fuzzy granule
    • Jan
    • J. M. Mendel, "New results about the centroid of an interval type-2 fuzzy set. including the centroid of a fuzzy granule," Inf. Sci., vol. 117, no. 2, pp. 360-377, Jan. 2007.
    • (2007) Inf. Sci , vol.117 , Issue.2 , pp. 360-377
    • Mendel, J.M.1
  • 36
    • 50649109903 scopus 로고    scopus 로고
    • Adaptive fuzzy logic controller for vehicle active suspensions with interval type-2 fuzzy membership functions
    • Jun
    • J. Cao, H. Liu, P. Li, and D. Brown, "Adaptive fuzzy logic controller for vehicle active suspensions with interval type-2 fuzzy membership functions." in Proc. IEEE World Congr. Comput. Intell., pp. 83-89, Jun. 2008.
    • (2008) Proc. IEEE World Congr. Comput. Intell , pp. 83-89
    • Cao, J.1    Liu, H.2    Li, P.3    Brown, D.4
  • 38
    • 0033873290 scopus 로고    scopus 로고
    • Stable training of computationally intelligent systems by using variable structure systems technique
    • Apr
    • M. Onder Efe, O. Kaynak, and B. M. Wilamowski, "Stable training of computationally intelligent systems by using variable structure systems technique," IEEE Trans. Ind. Electron., vol. 47, no. 2, pp. 487-496, Apr. 2000.
    • (2000) IEEE Trans. Ind. Electron , vol.47 , Issue.2 , pp. 487-496
    • Onder Efe, M.1    Kaynak, O.2    Wilamowski, B.M.3
  • 39
    • 0032074028 scopus 로고    scopus 로고
    • Adaptive fuzzy sliding mode control of nonlinear system
    • May
    • B. Yoo and W. Ham, "Adaptive fuzzy sliding mode control of nonlinear system," IEEE Trans. Fuzzy Syst., vol. 6. no. 2, pp. 315-321, May 1998.
    • (1998) IEEE Trans. Fuzzy Syst , vol.6 , Issue.2 , pp. 315-321
    • Yoo, B.1    Ham, W.2
  • 40
    • 0029327241 scopus 로고
    • Design of fuzzy controller for active suspension system
    • Jun
    • T. Chen-Sheng, S. L. Tzuu-Hseng, and K. Fan-Chu, "Design of fuzzy controller for active suspension system," Mechatron., vol. 5, no. 4, pp. 365-383, Jun. 1995.
    • (1995) Mechatron , vol.5 , Issue.4 , pp. 365-383
    • Chen-Sheng, T.1    Tzuu-Hseng, S.L.2    Fan-Chu, K.3
  • 41
    • 0003067262 scopus 로고    scopus 로고
    • Optimal design of fuzzy sliding-mode control: A comparative study
    • Jan
    • C.-L. Chen and M.-H. Chang, "Optimal design of fuzzy sliding-mode control: A comparative study," Fuzzy Sets Syst., vol. 93, no. 1, pp. 37-48, Jan. 1998.
    • (1998) Fuzzy Sets Syst , vol.93 , Issue.1 , pp. 37-48
    • Chen, C.-L.1    Chang, M.-H.2
  • 42
    • 0042378957 scopus 로고    scopus 로고
    • Adaptive fuzzy controller with sliding surface for vehicle suspension control
    • Aug
    • S.-J. Huang and W.-C. Lin, "Adaptive fuzzy controller with sliding surface for vehicle suspension control," IEEE Trans. Fuzzy Syst., vol. 11, no. 4, pp. 550-559, Aug. 2003.
    • (2003) IEEE Trans. Fuzzy Syst , vol.11 , Issue.4 , pp. 550-559
    • Huang, S.-J.1    Lin, W.-C.2
  • 43
    • 26944499389 scopus 로고    scopus 로고
    • A robust single input adaptive sliding mode fuzzy logic controller for automotive active suspension system
    • Berlin. Germany: Springer-Verlag
    • I. B. Kucukdemiral, S. N. Engin, V. E. Omurlu. and G. Cansever, "A robust single input adaptive sliding mode fuzzy logic controller for automotive active suspension system," in Fuzzy Systems and Knowledge Discovery, vol. 3613. Berlin. Germany: Springer-Verlag, 2005. pp. 981-986.
    • (2005) Fuzzy Systems and Knowledge Discovery , vol.3613 , pp. 981-986
    • Kucukdemiral, I.B.1    Engin, S.N.2    Omurlu, V.E.3    Cansever, G.4
  • 44
    • 33847583107 scopus 로고    scopus 로고
    • X. Feng, C. Lin, T. Yu, and N. Coleman, Intelligent control design and simulation using neural networks, presented at the AIAA Guidance, Navigation Control Conf., pp. 294-299, 1997, AIAA-1997-3528. Part 1.
    • X. Feng, C. Lin, T. Yu, and N. Coleman, "Intelligent control design and simulation using neural networks," presented at the AIAA Guidance, Navigation Control Conf., pp. 294-299, 1997, AIAA-1997-3528. Part 1.
  • 45
    • 0031122455 scopus 로고    scopus 로고
    • A systematic classification of neural-network-based control
    • Apr
    • M. Agarwal. "A systematic classification of neural-network-based control." IEEE Control Syst. Mag., vol. 17. no. 2, pp. 75-93, Apr. 1997.
    • (1997) IEEE Control Syst. Mag , vol.17 , Issue.2 , pp. 75-93
    • Agarwal, M.1
  • 46
    • 0000409367 scopus 로고
    • Artificial neural networks in control applications
    • New York: Academic
    • V. Vemuri, "Artificial neural networks in control applications." in Advances in Computers, vol. 36. New York: Academic, 1993, pp. 203-254.
    • (1993) Advances in Computers , vol.36 , pp. 203-254
    • Vemuri, V.1
  • 47
    • 1642602609 scopus 로고    scopus 로고
    • Neural network control for a semi-active vehicle suspension with a magnetorheological damper
    • D. L. Guo, H. Y. Hu, and J. Q. Yi, "Neural network control for a semi-active vehicle suspension with a magnetorheological damper," J. Vib. Control, vol. 10, no. 3, pp. 461-471, 2004.
    • (2004) J. Vib. Control , vol.10 , Issue.3 , pp. 461-471
    • Guo, D.L.1    Hu, H.Y.2    Yi, J.Q.3
  • 50
    • 50649109713 scopus 로고    scopus 로고
    • D. E. Goldberg, A meditation on the computational intelligence and its future, Dept. General Eng., Univ. Illinois at Urbana-Champaign, Champaign, IL, Rep. 2000019, 2000.
    • D. E. Goldberg, "A meditation on the computational intelligence and its future," Dept. General Eng., Univ. Illinois at Urbana-Champaign, Champaign, IL, Rep. 2000019, 2000.
  • 51
    • 0027663714 scopus 로고
    • Optimal preview control of rear suspension using nonlinear neural networks
    • A. Moran and M. Nagai, "Optimal preview control of rear suspension using nonlinear neural networks," Veh. Syst. Dyn., vol. 22, no. 5, pp. 321-334, 1993.
    • (1993) Veh. Syst. Dyn , vol.22 , Issue.5 , pp. 321-334
    • Moran, A.1    Nagai, M.2
  • 52
    • 0032154812 scopus 로고    scopus 로고
    • Application of genetic algorithms to the design optimization of an active vehicle suspension system
    • Sep
    • A. E. Baumal. J. J. McPhee, and P. H. Calamai. "Application of genetic algorithms to the design optimization of an active vehicle suspension system," Comput. Methods Appl. Mech. Eng., vol. 163, no. 1, pp. 87-94, Sep. 1998.
    • (1998) Comput. Methods Appl. Mech. Eng , vol.163 , Issue.1 , pp. 87-94
    • Baumal, A.E.1    McPhee, J.J.2    Calamai, P.H.3
  • 53
    • 34548556846 scopus 로고    scopus 로고
    • Parameters searching for force control of active suspension design by using genetic algorithm
    • Taipei, Taiwan, R.O.C
    • Y. Tsao and R. Chen, "Parameters searching for force control of active suspension design by using genetic algorithm." in Proc. Autom. Control Conf., Taipei, Taiwan, R.O.C., 1997. pp. 695-699.
    • (1997) Proc. Autom. Control Conf , pp. 695-699
    • Tsao, Y.1    Chen, R.2
  • 54
    • 33646224874 scopus 로고    scopus 로고
    • Force control for active suspension design with a half car model by using genetic algorithms
    • Nagoya, Japan
    • Y. Tsao and R. Chen. "Force control for active suspension design with a half car model by using genetic algorithms," in Proc. 4th Int. Symp. AVEC, Nagoya, Japan, 1998, pp. 243-248.
    • (1998) Proc. 4th Int. Symp. AVEC , pp. 243-248
    • Tsao, Y.1    Chen, R.2
  • 55
    • 0035736394 scopus 로고    scopus 로고
    • The design of an active suspension force controller using genetic algorithms with maximum stroke constraints
    • Mar
    • Y. J. Tsao and R. Chen, "The design of an active suspension force controller using genetic algorithms with maximum stroke constraints," Proc. Inst. Mech. Eng., D, Transp. Eng., vol. 215, no. 3. pp. 317-327, Mar. 2001.
    • (2001) Proc. Inst. Mech. Eng., D, Transp. Eng , vol.215 , Issue.3 , pp. 317-327
    • Tsao, Y.J.1    Chen, R.2
  • 57
    • 0001388768 scopus 로고    scopus 로고
    • Neuro-fuzzy control based on the NEFCON-model: Recent developments
    • Feb
    • A. Nürnberger, D. Nauck, and R. Kruse, "Neuro-fuzzy control based on the NEFCON-model: Recent developments," Soft Comput. Fusion Found., Methodol Appl., vol. 2, no. 4, pp. 168-182, Feb. 1999.
    • (1999) Soft Comput. Fusion Found., Methodol Appl , vol.2 , Issue.4 , pp. 168-182
    • Nürnberger, A.1    Nauck, D.2    Kruse, R.3
  • 58
    • 33745923779 scopus 로고    scopus 로고
    • Adaptive fuzzy neural network control for transient dynamics of magnetorheo-logical suspension with time-delay
    • Berlin, Germany: Springer-Verlag
    • X. Dong, M. Yu, C. Liao, W. Chen, H. Zhang, and S. Huang, "Adaptive fuzzy neural network control for transient dynamics of magnetorheo-logical suspension with time-delay," in Advances in Neural Networks-ISNN 2006. vol. 3972. Berlin, Germany: Springer-Verlag, 2006, pp. 1046-1051.
    • (2006) Advances in Neural Networks-ISNN 2006 , vol.3972 , pp. 1046-1051
    • Dong, X.1    Yu, M.2    Liao, C.3    Chen, W.4    Zhang, H.5    Huang, S.6
  • 59
    • 33745942150 scopus 로고    scopus 로고
    • Neural-network-based optimal fuzzy control design for half-car active suspension systems
    • S. Wu, C. Wu, and T. Lee, "Neural-network-based optimal fuzzy control design for half-car active suspension systems," in Proc. IEEE Intell. Veh. Symp., 2005. pp. 376-381.
    • (2005) Proc. IEEE Intell. Veh. Symp , pp. 376-381
    • Wu, S.1    Wu, C.2    Lee, T.3
  • 60
    • 0001603936 scopus 로고
    • Tuning fuzzy logic controllers by genetic algorithms
    • F. Herrera, M. Lozano, and J. Verdegay, "Tuning fuzzy logic controllers by genetic algorithms," Int. J. Approx. Reason., vol. 12, no. 3/4. pp. 299-315, 1995.
    • (1995) Int. J. Approx. Reason , vol.12 , Issue.3-4 , pp. 299-315
    • Herrera, F.1    Lozano, M.2    Verdegay, J.3
  • 61
    • 0000938740 scopus 로고    scopus 로고
    • A learning process for fuzzy control rules using genetic algorithms
    • Nov
    • F. Herrera. M. Lozano, and J. Verdegay, "A learning process for fuzzy control rules using genetic algorithms," Fuzzy Sets Syst., vol. 100, no. 1-3, pp. 143-158, Nov. 1998.
    • (1998) Fuzzy Sets Syst , vol.100 , Issue.1-3 , pp. 143-158
    • Herrera, F.1    Lozano, M.2    Verdegay, J.3
  • 62
    • 0007911636 scopus 로고
    • Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms
    • May
    • A. Homaifar and E. McCormick, "Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms," IEEE Trans. Fuzzy Syst., vol. 3, no. 2, pp. 129-139, May 1995.
    • (1995) IEEE Trans. Fuzzy Syst , vol.3 , Issue.2 , pp. 129-139
    • Homaifar, A.1    McCormick, E.2
  • 63
    • 0346781553 scopus 로고    scopus 로고
    • Ten years of genetic fuzzy systems: Current framework and new trends
    • Jan
    • L. Magdalena, O. Cordon, F. Gomide, F. Herrera, and F. Hoffmann, "Ten years of genetic fuzzy systems: Current framework and new trends," Fuzzy Sets Syst., vol. 141, no. 1, pp. 5-31, Jan. 2004.
    • (2004) Fuzzy Sets Syst , vol.141 , Issue.1 , pp. 5-31
    • Magdalena, L.1    Cordon, O.2    Gomide, F.3    Herrera, F.4    Hoffmann, F.5
  • 64
    • 0033319149 scopus 로고    scopus 로고
    • A study on the discovery of relevant fuzzy rules using pseudobacterial genetic algorithm
    • Dec
    • N. E. Nawa, T. Furuhashi, T. Hashiyama, and Y. Uchikawa, "A study on the discovery of relevant fuzzy rules using pseudobacterial genetic algorithm," IEEE Trans. Ind. Electron., vol. 46, no. 6, pp. 1080-1089, Dec. 1999.
    • (1999) IEEE Trans. Ind. Electron , vol.46 , Issue.6 , pp. 1080-1089
    • Nawa, N.E.1    Furuhashi, T.2    Hashiyama, T.3    Uchikawa, Y.4
  • 65
    • 33845986734 scopus 로고    scopus 로고
    • The research on control algorithms of vehicle active suspension system
    • C. Tang and T. Zhang, "The research on control algorithms of vehicle active suspension system," in Proc IEEE Int. Conf. Veh. Electron. Safety, 2005, pp. 320-325.
    • (2005) Proc IEEE Int. Conf. Veh. Electron. Safety , pp. 320-325
    • Tang, C.1    Zhang, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.