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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.10 No.2
- 발행연도
- 2015.3
- 수록면
- 518 - 528 (11page)
이용수
초록· 키워드
오류제보하기
This article presents a closed loop control of DC series motor fed by DC chopper controlled by an PID controller based intelligent control using ANN (Artificial Neural Network). The PID-ANN controller performances are analyzed in both steady state and dynamic operating condition with various set speed and various load torque. Here two different motor parameters are taken for analysis (220V and 110V motor parameters). The static and dynamic performances are taken for comparison with conventional PID controller and existing work. The steady state stability analysis of the system also made using the transfer function model. The equation model is also done to analysis the performances by set speed change and load torque change. The proposed controller have better control over the conventional PID controller and the reported existing work. This system is initially simulated using MATLAB / Simulink and then experimental setup done using P89V51RD2BN microcontroller.
목차
Abstract
1. Introduction
2. Proposed System
3. Modeling of DC Series Motor with DC Chopper System
4. Design of PID and PID-ANN Controllers
5. Results and Discussion
6. Conclusion
References
참고문헌 (24)
참고문헌 신청
1. [단행본] - Zurada, J. M / 1992 / Introduction to Artificial Neural Systems / Jaico Publishing House
2. [기타자료] - MATLAB / / Neural Network Tool Box User’s Guide, Version 3 / The Mathworks Inc
3. [단행본] - S. N. Biswas / 1996 / Industrial Electronics / Dhanpat Rai Publishing Company (P) Ltd
4. [학술지(정기간행물)] - N. Senthil Kumar / 2008 / Design of low cost universal artificial neuron controller for chopper fed embedded DC drives / Applied Soft Computing 8 : 1637 ~ 1642
5. [학술지(정기간행물)] - Kumar, N. Senthil / 2008 / A Comparative Study of PI, Fuzzy, and ANN Controllers for Chopper-fed DC Drive with Embedded Systems Approach / Electric Power Components and Systems 36 (7) : 680 ~ 695
2. [기타자료] - MATLAB / / Neural Network Tool Box User’s Guide, Version 3 / The Mathworks Inc
3. [단행본] - S. N. Biswas / 1996 / Industrial Electronics / Dhanpat Rai Publishing Company (P) Ltd
4. [학술지(정기간행물)] - N. Senthil Kumar / 2008 / Design of low cost universal artificial neuron controller for chopper fed embedded DC drives / Applied Soft Computing 8 : 1637 ~ 1642
5. [학술지(정기간행물)] - Kumar, N. Senthil / 2008 / A Comparative Study of PI, Fuzzy, and ANN Controllers for Chopper-fed DC Drive with Embedded Systems Approach / Electric Power Components and Systems 36 (7) : 680 ~ 695
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UCI(KEPA) : I410-ECN-0101-2016-560-001248557