지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2012.7
- 수록면
- 9 - 15 (7page)
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초록· 키워드
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This paper is proposed the adaptive fuzzy neuro controller(AFNC) for high performance of induction motor drive. The design of this algorithm based on the AFNC that is implemented using fuzzy controller(FC) and neural network(NN). This controller uses fuzzy rule as training patterns of a NN. Also, this controller adjusts the weights between the neurons of NN to minimize the error between the command output and the actual output using the back-propagation method. The control performance of the AFNC is evaluated by analysis in various operating conditions. The results of analysis prove that the proposed control system has high performance and robustness to parameter variation, and steady-state accuracy and transient response.
목차
Abstract
1. Introduction
2. Modeling Of Induction Motor
3. Hybrid Artificial Intelligent Controller
4. Implementation of the FNC
5. Design of the AFNC
6. Performance Result of System
7. Conclusion
References
Biography
참고문헌 (15)
참고문헌 신청
1. [학술대회논문] - I. S. Baruch / 2010 / An indirect adaptive neural control of a three phase induction motor velocity / ICEEE Conf : 105 ~ 110
2. [학술지(정기간행물)] - M. N. Uddin / 2007 / Development of a self-tuned neuro-fuzzy controller for induction motor drive / IEEE Industry Applications 43 : 1108 ~ 1116
3. [학술대회논문] - B. Sahu / 2010 / A comparative study on fuzzy and PI speed controllers for field-oriented induction motor dirve / IECR Conf : 191 ~ 196
4. [학술지(정기간행물)] - G. Fong / 2001 / Neural-network-based self-tuning PI controller for precise motion control of PMAC motors / TEEE Trans. on IE 48 : 408 ~ 415
5. [학술지(정기간행물)] - M. Cheng / 2006 / New self-tuning fuzzy PI control of a novel doubly salient permanent magnet motor drive / IEEE Trans. on IE 53 : 814 ~ 821
2. [학술지(정기간행물)] - M. N. Uddin / 2007 / Development of a self-tuned neuro-fuzzy controller for induction motor drive / IEEE Industry Applications 43 : 1108 ~ 1116
3. [학술대회논문] - B. Sahu / 2010 / A comparative study on fuzzy and PI speed controllers for field-oriented induction motor dirve / IECR Conf : 191 ~ 196
4. [학술지(정기간행물)] - G. Fong / 2001 / Neural-network-based self-tuning PI controller for precise motion control of PMAC motors / TEEE Trans. on IE 48 : 408 ~ 415
5. [학술지(정기간행물)] - M. Cheng / 2006 / New self-tuning fuzzy PI control of a novel doubly salient permanent magnet motor drive / IEEE Trans. on IE 53 : 814 ~ 821
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UCI(KEPA) : I410-ECN-0101-2013-565-003640163