메뉴 건너뛰기




Volumn 4, Issue , 2006, Pages 1752-1759

Hybrid stochastic and neural network approach for efficient FPGA implementation of a field-oriented induction motor drive controller

Author keywords

FPGA; Induction motor drive; Neural network algorithms; Stochastic theory

Indexed keywords

ELECTRIC DRIVES; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); INDUCTION MOTORS; PARALLEL ALGORITHMS; RANDOM PROCESSES; SPEED CONTROL;

EID: 34948824340     PISSN: 01972618     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IAS.2006.256772     Document Type: Conference Paper
Times cited : (2)

References (22)
  • 1
    • 0029307855 scopus 로고
    • Neural network based estimation of feedback signals for a vector controlled induction motor drive
    • May/June
    • M, G, Simoes, B. K. Bose, "Neural network based estimation of feedback signals for a vector controlled induction motor drive." IEEE Transactions on Industry Applications, vol.31, no.3, May/June 1995, pp. 620-629.
    • (1995) IEEE Transactions on Industry Applications , vol.31 , Issue.3 , pp. 620-629
    • Simoes, M.G.1    Bose, B.K.2
  • 2
    • 0033907099 scopus 로고    scopus 로고
    • Industrial electronics Technology 2000 analysis and forecast
    • Jan
    • G. Kaplan, "Industrial electronics Technology 2000 analysis and forecast," IEEE Spectrum, vol.37, no.1, Jan. 2000 pp. 104-109
    • (2000) IEEE Spectrum , vol.37 , Issue.1 , pp. 104-109
    • Kaplan, G.1
  • 3
    • 34948907286 scopus 로고    scopus 로고
    • DSP-based solutions for AC motor drives
    • Sep
    • M.M Morcos, A. Lakshmikanth, "DSP-based solutions for AC motor drives," IEEE Power engineering Review, vol 19, no. 9, Sep 1999 pp. 57-59.
    • (1999) IEEE Power engineering Review , vol.19 , Issue.9 , pp. 57-59
    • Morcos, M.M.1    Lakshmikanth, A.2
  • 4
    • 0033362365 scopus 로고    scopus 로고
    • DSP-based minmax speed sensorless induction motor drive with sliding mode model-following speed controller
    • Sept
    • F.J. Lin, K. K, Shyu, R. J. Wai, "DSP-based minmax speed sensorless induction motor drive with sliding mode model-following speed controller," Proceeding of IEE Electric Power Applications, vol. 146, no. 5, Sept. 1999, no. 471-478.
    • (1999) Proceeding of IEE Electric Power Applications , vol.146 , Issue.5-471 -478
    • Lin, F.J.1    Shyu, K.K.2    Wai, R.J.3
  • 7
    • 0029222670 scopus 로고
    • Implementation of a high-performance induction motor drive using a three-phase inverter module, a PWM ASIC and a DSP
    • March
    • Chen Liyong, J.C. Balda, K,J, Olejniczak, "Implementation of a high-performance induction motor drive using a three-phase inverter module, a PWM ASIC and a DSP," IEEE Applied Power Electronics Conference, March 1995 pp. 217-223.
    • (1995) IEEE Applied Power Electronics Conference , pp. 217-223
    • Liyong, C.1    Balda, J.C.2    Olejniczak, K.J.3
  • 8
    • 0036949064 scopus 로고    scopus 로고
    • Presentation of an efficient design methodology for FPGA implementation of control systems: Application To the design of an antiwindup PI controller
    • L. Charaabi, E. Monmasson and I. Slama-Belkhodja, "Presentation of an efficient design methodology for FPGA implementation of control systems: Application To the design of an antiwindup PI controller," Proceeding of IEEE Industry Electronics Conference. 2002, vol. 3, pp.1942-1947.
    • (2002) Proceeding of IEEE Industry Electronics Conference , vol.3 , pp. 1942-1947
    • Charaabi, L.1    Monmasson, E.2    Slama-Belkhodja, I.3
  • 10
  • 12
    • 0031349689 scopus 로고    scopus 로고
    • Design and implementation of all FPGA-based motor control IC for permanent magnet AC servo motors,
    • Nov
    • Ying-Yu Tzou, Tien-Sung Kuo, "Design and implementation of all FPGA-based motor control IC for permanent magnet AC servo motors, " Proceeding of IEEE Industry Electronics Conference, Nov. 1997, pp. 943-947.
    • (1997) Proceeding of IEEE Industry Electronics Conference , pp. 943-947
    • Tzou, Y.1    Kuo, T.2
  • 13
    • 0028698212 scopus 로고
    • Hardware implementation of an artificial neural network using field programmable gate arrays (FPGA's)
    • Dec
    • N.M. Botros, M. Abdul-Aziz, "Hardware implementation of an artificial neural network using field programmable gate arrays (FPGA's)," IEEE Transactions on Industrial Electronics, vol. 41, no. 6, Dec. 1994, pp. 665-667.
    • (1994) IEEE Transactions on Industrial Electronics , vol.41 , Issue.6 , pp. 665-667
    • Botros, N.M.1    Abdul-Aziz, M.2
  • 14
    • 10944234654 scopus 로고    scopus 로고
    • The impact of modern FPGA architectures on neural hardware: A case study of the TOTEM neural processor
    • July
    • S. McBader, P. Lee, A. Sartori, "The impact of modern FPGA architectures on neural hardware: a case study of the TOTEM neural processor," IEEE International Joint Conference on Neural Networks, vol. 4, July 2004, pp. 3149-3154.
    • (2004) IEEE International Joint Conference on Neural Networks , vol.4 , pp. 3149-3154
    • McBader, S.1    Lee, P.2    Sartori, A.3
  • 16
    • 0001790227 scopus 로고
    • Stochastic Computing Systems
    • J.F. Tou, ed, chapter 2, pp, New York: Plenum
    • B.R. Gaines, "Stochastic Computing Systems," Advances in Information Systems Science, J.F. Tou, ed., vol. 2, chapter 2, pp. 37-172, New York: Plenum, 1969.
    • (1969) Advances in Information Systems Science , vol.2 , pp. 37-172
    • Gaines, B.R.1
  • 21
    • 34948883268 scopus 로고    scopus 로고
    • Stochastic implementation of motor controllers
    • A. Dinu, M.N. Cirstea, M. McCormick, "Stochastic implementation of motor controllers," Proc. ISIE, 2002, vol.2, pp. 639-644.
    • (2002) Proc. ISIE , vol.2 , pp. 639-644
    • Dinu, A.1    Cirstea, M.N.2    McCormick, M.3
  • 22
    • 0035440487 scopus 로고    scopus 로고
    • Stochastic neural computation I: Computational elements
    • B. D. Brown, H. C. Card, "Stochastic neural computation I: Computational elements," IEEE Transactions on. Computers, vol. 50, 2001, pp 891-905.
    • (2001) IEEE Transactions on. Computers , vol.50 , pp. 891-905
    • Brown, B.D.1    Card, H.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.