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Auto Tuning of PID for RO System Using Immune Algorithm

면역 알고리즘을 이용한 RO 공정 PID 제어기의 자동 튜닝

  • 김고은 (고려대학교 제어계측공학과) ;
  • 박지모 (고려대학교 제어계측공학과) ;
  • 김진성 (고려대학교 제어계측공학과) ;
  • 권오신 (고려대학교 제어계측공학과) ;
  • 허훈 (고려대학교 제어계측공학과)
  • Published : 2009.11.20

Abstract

In this paper, the control of a membrane used in reverse osmosis desalination plant by using immune algorithm(IA) is addressed. The proposed algorithm IA of auto tuning method can find optimal gains and compared with conventional Ziegler-Nichols tuning method. The results of computer simulation represent that the proposed IA shows a good control performances better than Ziegler-Nichols tuning method.

Keywords

References

  1. Nam, S. Y., Hwang, H. Y. and Koh, H. C., 2007, 'Preparation and Properties of Cellulose Triacetate Membranes for Reverse Osmosis,' Journal of the Membrane, Vol. 17, No. 4, pp. 223~230
  2. Moon, D. S., Jung, D. H., Kim, H. J. and Shin, P. K., 2004, 'Efficiency Estimation for Desalination System of Seawater Using Reverse Osmosis Membrane,' Transactions of The Korean Society for Marine Environmental Engineering, pp. 167-172
  3. Robertson, M. W., Watters, J. C., Desphande, P. B., Assef, J. Z. and Alatiqi, I. M., 1996, 'Model based Control for Reverse Osmosis Desalination Processes,' Desalination, Vol. 104, pp. 59-68 https://doi.org/10.1016/0011-9164(96)00026-4
  4. Shi, X. W., 2008, 'Decoupling Control of Three-tank Liquid Level Systems Based on Feedforward Compensation,' Journal of IEEK, Vol. 45(IE), pp. 36-41
  5. Park, J. H. and Choi, Y. K., 2002, 'Optimization of Controller Parameters Using a Memory Cell of Innune Algorithm,' Transactions of the KIEE, Vol. 51D, No. 8, pp. 344-351
  6. Kim, D. H. and Cho, J. H., 2003, 'Optimal Tuning and Disturbance Rejection on PID Controller Loop for Motor Control Using Immune Algorithm,' The Korean Institute of Power Electronice 2003, pp. 137-140
  7. Chung, H. H., Hur, D. R., Lee, J. P. and Chung, H. H., 2001, 'Design of PID Controller Using Immune Algorithm for AC-DC Power System,' Transactions of the Korea Society of Marine Engineering, 01A035
  8. Kim, S. H., Cho D. G., Lee, M. S., Oh, B. S., Kim, J. H. and Kim, I. S., 2009, 'SEAHERO R&D Program and Key Strategies for the Scale-up of a Seawater Reverse Osmosis(SWRO) System,' Journal of the Desalination, Vol. 238, pp. 1-9 https://doi.org/10.1016/j.desal.2008.01.029
  9. Kim, J. S., Kim, J. H., Park, J. M., Park, S. M., Choi, W. Y. and Heo, H., 2008, 'Auto Tuning Pid Controller based on Improved Genetic Algorithm for Reverse Osmosis Plan,' Proceedings of World Academy of Science, Engineering and Technology, Vol. 30, pp. 232-237
  10. Jang, D. J., Kim, M. H., Yang, H. S., Baek, Y. S. and Park, Y. P., 2002, 'Design and PID Control of Myoelectronic Hand Considering Human Vibration,' Proceedings of the KSNVE Annual Spring Conference, pp. 746-751