Title :
Artificial immune algorithm based gravimetric fluid dispensing machine
Author :
Yap, David F W ; Koh, S.P. ; Tiong, S.K. ; Sim, Edwin Y S ; Yaw, M.W.
Author_Institution :
Fac. of Electron. & Comput. Eng., Univ. Teknikal Malaysia Melaka (UTeM), Durian Tunggal, Malaysia
Abstract :
One of the most prominent methods used in handling the end process for materials-mixing is by having a dispensing system. An effective dispensing method using Pulse Width Modulation (PWM) at the end of the dispensing sequence with Artificial Immune System (AIS) automatic dispensing parameter fine tuning capability is proposed by optimizing the components of Dispensing Time and Stopping Time Delay to obtain constant and accurate reading from the precision balance scale. Based on the new dispensing sequence, experimental tests had been carried out using different materials with varying viscosities. The results denote that the combination of both PWM and AIS techniques would minimize the error rate for overshooting while exhibiting better accuracy. These are important in order to overcome the limitations of the conventional volumetric dispensing and manual parameter tuning presently applied in the dispensing system used in the coatings industry.
Keywords :
artificial immune systems; blending; coatings; density measurement; production engineering computing; pulse width modulation; weighing; artificial immune algorithm; automatic dispensing parameter fine tuning capability; coatings industry; dispensing sequence; dispensing system; dispensing time; gravimetric fluid dispensing machine; materials mixing; pulse width modulation; stopping time delay; volumetric dispensing; Accuracy; Coatings; Immune system; Pulse width modulation; Tuning; Viscosity; Affinity Maturation; Antibody; Blending; Gravimetric; Mutation; Pulse Width Modulation;
Conference_Titel :
Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
Conference_Location :
Melacca
Print_ISBN :
978-1-4577-2151-9
DOI :
10.1109/HIS.2011.6122140