품질 제어 기능이 통합된 회분/반회분 공정의 모델 예측 제어 기법

진인식; 이광순; 이재형

HWAHAK KONGHAK, Vol.37, No.2, 290-296, April, 1999

Export Citation

품질 제어 기능이 통합된 회분/반회분 공정의 모델 예측 제어 기법

A Model Predictive Control Technique for Batch and Semi-batch Processes Combined with Quality Control

진인식, 이광순, 이재형

초록

피제어 공정 변수의 추적 제어와 함께 최종 생산물 품질을 예측치에 근거하여 실시간에서 제어하는 회분/반회분 공정의 새로운 모델 예측 제어 기법을 제안하였다. 제안된 제어 기법은 회분 단위의 되먹 임 기능을 통해 상당한 모델 오차가 존재하는 경우에도 회분이 반복되며 제어 오차가 영으로 수렴하는 성능을 가진다. 회분 및 반회분 반응기 모델에서의 수치 모사를 통해 본 연구에서 제안한 제어기의 성능을 검증하였다.

In this study, we propose a model predictive control technique for batch and semi-batch processes which can conduct prediction-based control of final product quality together with tracking variables. The proposed control technique can dwindle the tracking as well as quality control error to zero by feeding back the previous batch information to the current batch. Performance of the proposed control technique has been demonstrated through numerical simulation with batch and semi-batch reactors.

Keywords:Batch Process Control;Quality Control;Model Predictive Control;Iterative Learning Control;Inferential Control

[References]

Chen Y, "ILC Bibliography List," http://www.ee.nus.sg/~yang-quan/ILC/ilc.bib (1998)
Lee KS, Lee JH, Chin IS, Lee HJ, '97 AIChE Annual Meeting, LA, 214u (1997)
Lee KS, Lee JH, Chin IS, Lee HJ, Also submitted to AIChE J. (1997)
Gibonfargeot AM, Hammouri H, Celle F, Chem. Eng. Sci., 49(14), 2287 (1994)
Goodwin GC, Sin KS, "Adaptive Filtering Prediction and Control," Prentice-Hall, New Jersey, NY (1984)
Jutan A, Uppal A, Ind. Eng. Chem. Process Des. Dev., 23, 597 (1984)
Kosanovich KA, Piovoso MJ, Dahl KS, MacGregor JF, Nomikos P, Proc. of the American Control Conf., Baltimore, 1274 (1994)
Lee KS, Lee JH, Chin IS, "A Model-based Predictive Control for Combined Iterative Learning and Real-time Feedback Control of Batch Processes," Submitted to IEEE Trans. On Automatic Control (1997)
MacGregor JF, Chem. Eng. Process., 21 (1988)
MacGregor JF, IFAC, ADCHEM Preprints (1994)
Ott ER, Schilling EG, "Process Quality Control," 2nd Ed., McGraw-Hill, New York, NY (1990)
Prett DM, Garcia CE, "Fundamental Process Control," Butterworth-Heinemann, Stoneham, MA (1988)
Russel AP, Robertson DG, Lee JH, Ogunnaike BA, Submitted to the AIChE J. (1997)
Qin SJ, Badgwell TA, CPC-V (1996)
Wang ZL, Pla F, Corriou JP, Chem. Eng. Sci., 50(13), 2081 (1995)
Zafiriou E, Chiou HW, Proc. of 1993 ACC, 372 (1993)

[Referenced By]

[1] Chen Y, "ILC Bibliography List," http://www.ee.nus.sg/~yang-quan/ILC/ilc.bib (1998)

[2] Lee KS, Lee JH, Chin IS, Lee HJ, '97 AIChE Annual Meeting, LA, 214u (1997)

[3] Lee KS, Lee JH, Chin IS, Lee HJ, Also submitted to AIChE J. (1997)

[4] Gibonfargeot AM, Hammouri H, Celle F, Chem. Eng. Sci., 49(14), 2287 (1994)

[5] Goodwin GC, Sin KS, "Adaptive Filtering Prediction and Control," Prentice-Hall, New Jersey, NY (1984)

[6] Jutan A, Uppal A, Ind. Eng. Chem. Process Des. Dev., 23, 597 (1984)

[7] Kosanovich KA, Piovoso MJ, Dahl KS, MacGregor JF, Nomikos P, Proc. of the American Control Conf., Baltimore, 1274 (1994)

[8] Lee KS, Lee JH, Chin IS, "A Model-based Predictive Control for Combined Iterative Learning and Real-time Feedback Control of Batch Processes," Submitted to IEEE Trans. On Automatic Control (1997)

[9] MacGregor JF, Chem. Eng. Process., 21 (1988)

[10] MacGregor JF, IFAC, ADCHEM Preprints (1994)

[11] Ott ER, Schilling EG, "Process Quality Control," 2nd Ed., McGraw-Hill, New York, NY (1990)

[12] Prett DM, Garcia CE, "Fundamental Process Control," Butterworth-Heinemann, Stoneham, MA (1988)

[13] Russel AP, Robertson DG, Lee JH, Ogunnaike BA, Submitted to the AIChE J. (1997)

[14] Qin SJ, Badgwell TA, CPC-V (1996)

[15] Wang ZL, Pla F, Corriou JP, Chem. Eng. Sci., 50(13), 2081 (1995)

[16] Zafiriou E, Chiou HW, Proc. of 1993 ACC, 372 (1993)