Improvement of one factor at a time through design of experiments
Abstract: Experiments can discover many unexpected things and highlighted issues for further detailed study. The emerging of advanced products and processes are changing rapidly, customers are more demanding and product life-cycle and time to market are shrinking. In this environment engineers and...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IDOSI Publication
2012
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/27881/1/ISIWASJ.pdf http://irep.iium.edu.my/27881/ |
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| Summary: | Abstract: Experiments can discover many unexpected things and highlighted issues for further detailed study.
The emerging of advanced products and processes are changing rapidly, customers are more demanding and
product life-cycle and time to market are shrinking. In this environment engineers and scientists need a strategic
approach to overcome this demand. Design of experiments (DOE) is the answer to these challenges. It allows
a researcher to understand what happen to the output (response) when the settings of the input variables in
a system are purposely changed. Unfortunately there are many scientists and engineers still practice the study
one-factor-at-a-time (OFAT). DOE offers a number of advantages over the traditional OFAT approach to
experimentation. One of the important advantages of DOE is that it has the ability to discover the presence of
interaction between the factors of the process, while OFAT does not. The objective of this paper is to
demonstrate how DOE approach works. This paper describes a case study on rubber glove manufacturing
process. It illustrates interaction between factors that cannot be found when varying only one factor at a time.
Model that describes the relationships between the inputs and output variables were then developed and used
to indicate areas where operations may be improved.
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