An Expert System for the Prediction of Surface Finish in Turning Process |
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Authors: | U S Dixit K Acharyya A D Sahasrabudhe |
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Institution: | Department of Mechanical Engineering Indian Institute of Technology Indian Institute of Technology Guwahati India Guwahati |
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Abstract: | Prediction of surface finish in turning process is a difficult but important task. Artificial Neural Networks (ANN) can reliably pred ict the surface finish but require a lot of training data. To overcome this prob lem, an expert system approach is proposed, wherein it will be possible to predi ct the surface finish from limited experiments. The expert system contains a kno wledge base prepared from machining data handbooks and number of experiments con ducted by turning steel rods, over a wide range of c... |
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Keywords: | expert system Artificial Neural Network surface finish turning |
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