A genetic algorithm based knowledge discovery system for the design of fluid dispensing processes for electronic packaging
MetadataShow full item record
In the semiconductor manufacturing industry, fluid dispensing is a very common process used for die-bonding and microchip encapsulation in electronics packaging. Understanding the process behaviour is important as it aids in determining appropriate settings of the process parameters for a high-yield, low cost and robust operation. In this paper, a genetic algorithm (GA) based knowledge discovery system is proposed to discover knowledge about the fluid dispensing process. This knowledge is expressed in the form of rules derived from experimental data sets. As a result, appropriate parameters can be set which will be more effective with respect to the required quality of encapsulation. Rules generated by the GA based knowledge discovery system have been validated using a computational system for process optimization of fluid dispensing. The results indicate that the rules generated are useful and promising in aiding optimization of the fluid dispensing process in terms of better optimization results and shorter computational time.
The link to the journal’s home page is: The link to the journal’s home page is: Copyright © 2009 Elsevier B.V. All rights reserved. Copyright © 2009 Elsevier B.V. All rights reserved
Showing items related by title, author, creator and subject.
Modelling and optimization of fluid dispensing for electronic packaging using neural fuzzy networks and genetic algorithmsChan, Kit Yan; Kwong, C.; Tsim, Y. (2009)Determination of process conditions for a fluid dispensing process of microchip encapsulation is a highly skilled task, which is usually based on engineers' knowledge and intuitive sense acquired through long-term experience ...
Effectiveness of a protocolized dispensing service in community pharmacy for improving patient medication knowledgeAbaurre-Labrador, R.; Maurandi-Guillén, M.; García-Delgado, P.; Moullin, Joanna; Martínez-Martínez, F.; García-Corpas, J. (2016)© 2016, Springer International Publishing. Background Sufficient patient medication knowledge is essential for appropriate use. The dispensing service provided in community pharmacies is one method that may be used to ...
McKnight, David (2011)Background: Medication Safety has become a major health issue in Australia and internationally. Medication use is a part of most people lives with around seven in ten Australians and nine in ten older Australians having ...