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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국마린엔지니어링학회 Journal of Advanced Marine Engineering and Technology (JAMET) 한국마린엔지니어링학회지 제39권 제5호
- 발행연도
- 2015.6
- 수록면
- 563 - 569 (7page)
이용수
초록· 키워드
오류제보하기
A chemical reaction occurring in CSTR (Continuous Stirred Tank Reactor) is significantly affected by the concentration, temperature, pressure, and reacting time of materials, and thus it has strong nonlinear and time-varying characteristics. Also, when an existing linear PID controller with fixed gain is used, the performance could deteriorate or could be unstable if the system parameters change due to the change in the operating point of CSTR.
In this study, a technique for the design of a fuzzy PD plus I controller was proposed for the temperature control of a CSTR process. In the fuzzy PD plus I controller, a linear integral controller was added to a fuzzy PD controller in parallel, and the steady-state performance could be improved based on this. For the fuzzy membership function, a Gaussian type was used; for the fuzzy inference, the Max-Min method of Mamdani was used; and for the defuzzification, the center of gravity method was used. In addition, the saturation state of the actuator was also considered during controller design. The validity of the proposed method was examined by comparing the set-point tracking performance and the robustness to the parameter change with those of an adaptive controller and a nonlinear proportional-integral-differential controller.
In this study, a technique for the design of a fuzzy PD plus I controller was proposed for the temperature control of a CSTR process. In the fuzzy PD plus I controller, a linear integral controller was added to a fuzzy PD controller in parallel, and the steady-state performance could be improved based on this. For the fuzzy membership function, a Gaussian type was used; for the fuzzy inference, the Max-Min method of Mamdani was used; and for the defuzzification, the center of gravity method was used. In addition, the saturation state of the actuator was also considered during controller design. The validity of the proposed method was examined by comparing the set-point tracking performance and the robustness to the parameter change with those of an adaptive controller and a nonlinear proportional-integral-differential controller.
목차
Abstract
1. Introduction
2. CSTR Modeling
3. Fuzzy PD plus I Controller
4. Computer Simulation Results
5. Conclusion
References
참고문헌 (11)
참고문헌 신청
[단행본] - W. H. Ray / 1981 / Advanced Process Control / McGraw-Hill Book Co.
[단행본] - J. P. Corriou / 2004 / Process Control: Theory and Applications / Springer-Verlag
[학술대회논문] - M. Korkmaz / 2012 / Design and performance comparison of variable parameter nonlinear PID controller and genetic algorithm based PID controller / Proceedings of the IEEE International Symposium on Innovations in Intelligent Systems and Applications : 1 ~ 5
[학술지(정기간행물)] - C. T. Chen / 1999 / Learning control of process systems with hard input constraints / Journal of Process Control 9 (2) : 151 ~ 160
[학술대회논문] - L. S. Saoud / 2011 / An inexpensive embedded electronic continuous stirred tank reactor (CSTR) based on neural networks / Proceedings of the International Conference on Multimedia Technology : 6233 ~ 6237
[단행본] - J. P. Corriou / 2004 / Process Control: Theory and Applications / Springer-Verlag
[학술대회논문] - M. Korkmaz / 2012 / Design and performance comparison of variable parameter nonlinear PID controller and genetic algorithm based PID controller / Proceedings of the IEEE International Symposium on Innovations in Intelligent Systems and Applications : 1 ~ 5
[학술지(정기간행물)] - C. T. Chen / 1999 / Learning control of process systems with hard input constraints / Journal of Process Control 9 (2) : 151 ~ 160
[학술대회논문] - L. S. Saoud / 2011 / An inexpensive embedded electronic continuous stirred tank reactor (CSTR) based on neural networks / Proceedings of the International Conference on Multimedia Technology : 6233 ~ 6237
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