Least-Squares Parameter Estimation And Its Application In Electronic Products
This report will present the use of Least-Squares method in Electronic Product such as Integrated Circuit (IC) that manufactured by semiconductor industry. In every production process in industries, there always have reject items in production line. There are many methods to solve this problem in...
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| Format: | Monograph |
| Published: |
UTeM
2010
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| Online Access: | http://library.utem.edu.my:8000/elmu/index.jsp?module=webopac-d&action=graphicFullDisplayRetriever.jsp&szMaterialNo=0000063025 http://library.utem.edu.my:8000/elmu/index.jsp?module=webopac-d&action=graphicFullDisplayRetriever.jsp&szMaterialNo=0000063025 http://eprints.utem.edu.my/4774/3/Least-Squares_Parameter_Estimation_And_Its_Application_In_Electronic_Products_-_24_pages.pdf http://eprints.utem.edu.my/4774/4/Least-Squares_Parameter_Estimation_And_Its_Application_In_Electronic_Products_-_Full_Text.pdf |
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| Summary: | This report will present the use of Least-Squares method in Electronic
Product such as Integrated Circuit (IC) that manufactured by semiconductor industry.
In every production process in industries, there always have reject items in
production line. There are many methods to solve this problem in industries but
currently the industry need an alternative and simple method to solve this problem in
order to improve their previous statistical analysis method. The objective of leastsquares
method is to help industrial engineers to predict their output of product based
on the mathematical model that have been developed in this project In order to
achieve the objective of this project, several sample data is collected from the
semiconductor industries to develop a reliable linear mathematical model. This
model can be applied to predict the future output based on any kind of input data
collected from production. This report will begin with a general introduction the
project including the problem statements and objectives then moving on to the
understanding of linear least-squares method and the development of mathematical
model. Besides that, the development of graphical user interface (GUI) software by
using Visual Basic Program will be discussed as well. Finally, suggestions for future
implementations will be included. |
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