Optimization of the multi-flow rate mode selection for a pneumatic dispensing valve system using clonal selection based artificial immune system algorithm

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Liquid filling industry needs optimal liquid dispensing technique in their manufacturing process in order to increases the production as well to reduce the material cost. This can be achieved by a custom made pneumatic valve where it has the capabilities of producing big flow, small flow, PWM flow and spit flow in the dispensing process. This paper presents a modified artificial intelligent technique to optimize the selection of the flow rate to complete the liquid dispensing process with the most optimal dispensing speed and the accuracy of the dispensed weight. Clonal Selection based Artificial Immune System is used to determine the most optimal performance of the system. The developed algorithm is tested on the simulation program where it is used to control the dispensing valve to dispense the liquid with various viscosities. The experiment results are encouraged.

Original languageEnglish
Title of host publicationProceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011
Pages327-331
Number of pages5
DOIs
Publication statusPublished - 01 Dec 2011
Event2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011 - Penang, Malaysia
Duration: 25 Nov 201127 Nov 2011

Publication series

NameProceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011

Other

Other2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011
CountryMalaysia
CityPenang
Period25/11/1127/11/11

Fingerprint

Immune system
Pneumatics
Flow rate
Liquids
Pulse width modulation
Viscosity
Costs
Industry
Experiments

All Science Journal Classification (ASJC) codes

  • Computer Science (miscellaneous)
  • Control and Systems Engineering

Cite this

Yaw, M. W., Koh, J. S. P., & Chong, K. H. (2011). Optimization of the multi-flow rate mode selection for a pneumatic dispensing valve system using clonal selection based artificial immune system algorithm. In Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011 (pp. 327-331). [6190546] (Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011). https://doi.org/10.1109/ICCSCE.2011.6190546
Yaw, M. W. ; Koh, Johnny Siaw Paw ; Chong, Kok Hen. / Optimization of the multi-flow rate mode selection for a pneumatic dispensing valve system using clonal selection based artificial immune system algorithm. Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011. 2011. pp. 327-331 (Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011).
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Yaw, MW, Koh, JSP & Chong, KH 2011, Optimization of the multi-flow rate mode selection for a pneumatic dispensing valve system using clonal selection based artificial immune system algorithm. in Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011., 6190546, Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011, pp. 327-331, 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011, Penang, Malaysia, 25/11/11. https://doi.org/10.1109/ICCSCE.2011.6190546

Optimization of the multi-flow rate mode selection for a pneumatic dispensing valve system using clonal selection based artificial immune system algorithm. / Yaw, M. W.; Koh, Johnny Siaw Paw; Chong, Kok Hen.

Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011. 2011. p. 327-331 6190546 (Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Yaw MW, Koh JSP, Chong KH. Optimization of the multi-flow rate mode selection for a pneumatic dispensing valve system using clonal selection based artificial immune system algorithm. In Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011. 2011. p. 327-331. 6190546. (Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011). https://doi.org/10.1109/ICCSCE.2011.6190546