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With the development of construction, curtain wall which are the exterior decorator of buildings are more and more popular. The quality of curtain wall installation relates to the beauty and safe. In order to improve the test precision of curtain wall installation and reduce the man-made influence, a kind of quality evaluation machine for curtain wall installation was developed. It consists of structured...
Surface roughness has a great influence on the product properties. Predicting the surface roughness is an important work for modern manufacturing industry. In this paper, a novel prediction method called Free Pattern Search (FPS) is proposed to explicitly construct the surface roughness prediction model. FPS takes the advantage of the expression tree in gene expression programming (GEP) to encode...
In order to predict the performance of a manufacturing process or system, proper mathematical models are needed. This research investigates the use of two competitive unsupervised data mining methods - regression and neural networks - in developing an empirical model for two electronics fabrication processes/systems. A case study from experimental data of electronics fabrication is used to demonstrate...
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