| Optimization of Machining Characteristics for Al／SiCp Composites using ANN／GA |
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| 引用本文： | R.Karthikeyan B.C.Pai 等. Optimization of Machining Characteristics for Al／SiCp Composites using ANN／GA[J]. 材料科学技术学报, 2002, 18(1): 47-50 |
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| 作者姓名： | R.Karthikeyan B.C.Pai 等 |
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| 作者单位： | [1]DepartmentofProductionEngineering,AnnamalaiUniversity,Annamalainagar－608002,India [2]RegionalResearchLaboratory,Thiruvananthapuram,India |
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| 摘 要： | The present work is focused on optimization of machining characteristics of Al/SiCp composites.The machining characteristics such as specific energy,tool wear and surface roughness were studied.The parameters such as volume fraction of SiC,cutting speed and feed rate were considered.Artificial neural networks(NN) was used to train and simulate the experimental data.Genetic algorithms(GA) was interfaced with ANN to optimize the machining conditions for the desired machining characteristics .Validation of optimized results was also performed by confirmation experiments.
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| 关 键 词： | 铝 碳化硅 复合物 金属基复合材料 机械性能 机械参数优化 Al／SiCp |
Optimization of Machining Characteristics for Al/SiCp Composites using ANN/GA |
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| R.Karthikeyan,R.Adalarasan,B.C.Pai. Optimization of Machining Characteristics for Al/SiCp Composites using ANN/GA[J]. Journal of Materials Science & Technology, 2002, 18(1): 47-50 |
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| Authors: | R.Karthikeyan R.Adalarasan B.C.Pai |
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| Affiliation: | Department of Production Engineering, Annamalai University, Annamalainagar¬-608 002, India... |
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| Abstract: | The present work is focused on optimization of machining characteristics of AI/SiCp composites. The machining characteristics such as specific energy, tool wear and surface roughness were studied. The parameters such as volume fraction of SiC, cutting speed and feed rate were considered. Artificial neural networks (ANN) was used to train and simulate the experimental data. Genetic algorithms (GA) was interfaced with ANN to optimize the machining conditions for the desired machining characteristics. Validation of optimized results was also performed by confirmation experiments. |
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| Keywords: | Al/SiCp composites Artificial neural networks Genetic algorithms |
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