Title :
An automated gravimetric & PWM based fluid dispensing system with GA parameter fine tuning
Author :
Sim, Edwin Y S ; Koh, S.P. ; Tiong, S.K. ; Yap, B.K.
Author_Institution :
Dept. of Electron. & Commun., Univ. Tenaga Nasional, Kajang
Abstract :
In this paper we present a gravimetric and Pulse Width Modulation (PWM) based fluid dispensing technique for a maximum dispense batch of 30 kg. In addition, a Genetic Algorithm (GA) Parameter Fine Tuning technique is presented as well. Based on the combination of both techniques, the system is able to dispense up to 50 samples with an accuracy of +/- 2g with the dispensing speed varies between 50 seconds to 60 seconds for a 5.2 kg batch within one dispense valve. The reported dispensing technique is based on PWM technique in the dispensing sequence and GA technique in the parameter fine tuning. This technique could overcome limitations of the volumetric dispensing and manual parameter tuning presently applied in the coatings industry. The fast and accurate system which is modularly built out of individual dispense valve is able to handle different fluids with varying viscosity. The working principles of the system as well as its accuracy results are presented.
Keywords :
coating techniques; genetic algorithms; materials handling; viscosity; PWM based fluid dispensing system; automated gravimetric based fluid dispensing system; dispensing sequence; dispensing technique; genetic algorithm; maximum dispense batch; pulse width modulation based fluid dispensing technique; volumetric dispensing; Coatings; Educational institutions; Genetic algorithms; Manufacturing; Production; Pulse width modulation; Pulse width modulation inverters; Robotics and automation; Space vector pulse width modulation; Valves; Coatings; GA Parameter Fine Tuning; Genetic Algorithm; Gravimetric & PWM Dispensing Technique; Pulse Width Modulation;
Conference_Titel :
Autonomous Robots and Agents, 2009. ICARA 2009. 4th International Conference on
Conference_Location :
Wellington
Print_ISBN :
978-1-4244-2712-3
Electronic_ISBN :
978-1-4244-2713-0
DOI :
10.1109/ICARA.2000.4803956