کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1294788 | 973638 | 2008 | 7 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A comparison of the artificial neural network model and the theoretical model used for expressing the kinetics of electrophoretic deposition of YSZ on LSM
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
شیمی
الکتروشیمی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
In the present study, an artificial neural network (ANN) model and a theoretical model are established to predict the kinetic behavior of electrophoretic deposition (EPD). Both the theoretical model and the ANN model describe the kinetic behavior of EPD at a low-applied voltage (below 15 V) well. However, the theoretical model failed to predict the behavior at the higher applied voltages of 40 and 50 V. In contrast, the proposed ANN model not only showed enhanced numerical accuracy, but was also generic to other operational conditions as well. Compared to the theoretical model, the ANN model shows outstanding capability of predicting actual kinetic behavior.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Power Sources - Volume 175, Issue 1, 3 January 2008, Pages 338–344
Journal: Journal of Power Sources - Volume 175, Issue 1, 3 January 2008, Pages 338–344
نویسندگان
Sian-Jie Ciou, Kuan-Zong Fung, Kai-Wei Chiang,