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Wire-EDM process parameters and optimization - Umesh Kumar Vates

Anglų
2018-01-11
102,44 € 136,58 €

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The present work is devoted to the development of ANN models for the analysis of the WEDM process applied to an actual industrial surface quality of components of mould and dies. Four layered structure (including two hidden layers, input and output layer) with back propagation for ANN model is selected and two fold cross-over data approach has been used to develop two different sets of models (S1 & S2) ... Visas aprašymas

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The present work is devoted to the development of ANN models for the analysis of the WEDM process applied to an actual industrial surface quality of components of mould and dies. Four layered structure (including two hidden layers, input and output layer) with back propagation for ANN model is selected and two fold cross-over data approach has been used to develop two different sets of models (S1 & S2) for each experimental set of material rods. Extensive computational results (predicted output values) have been obtained by using training, validation and testing programmed in ¿MATLAB R2010ä. Prediction error statistics and correlations coefficient testing carried out between experimental and predicted outputs Ra as well as MRR to evaluate the best modeling result. The best among the proposed ANN models has been used to optimize the process parameter (Ra) with MRR by the effort of best input parametric combination.

Daugiau informacijos

Autorius Umesh Kumar Vates
Leidėjas Scholars' Press
Išleidimo metai 2018
Viršelio tipas Minkšti viršeliai
EAN 9786202305785
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102,44 € 136,58 €