Paper Title:
Simulation of Temperature Distribution during Ceramic Sintering Based on BP Neural Network Technology
  Abstract

It is difficult to calculate with finite element method or actually measure the temperature distribution of the ceramic sintering at irregular sintering curve. Trained by the temperature distribution data of ceramic sintering analyzed with ANSYS under linear sintering curves including different slopes, the neural network can be used to simulate that under irregular sintering curve at certain precision, so the temperature evolution of the ceramic hot geometry centroidal point (HGCP) can be fast obtained by the result simulated with the trained neural network. This research sets up series-parallel BP neural network model with MATLAB. The ceramic sintering date analyzed with ANSYS under linear sintering curves with ten different slopes is used as training sample of the neural network which is tested by the sample under non-linear sintering curve. The result indicates that the BP neural network is feasible for simulating temperature distribution of the ceramic sintering.

  Info
Periodical
Advanced Materials Research (Volumes 105-106)
Edited by
Wei Pan and Jianghong Gong
Pages
823-826
DOI
10.4028/www.scientific.net/AMR.105-106.823
Citation
L. P. Liu, B. Lin, S. H. Chen, X. F. Zhang, "Simulation of Temperature Distribution during Ceramic Sintering Based on BP Neural Network Technology", Advanced Materials Research, Vols. 105-106, pp. 823-826, 2010
Online since
April 2010
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Yan Yu, Feng Xue Wang, Jun Chen, Zhen Liu
Abstract:This paper takes the butt joint of axle case steel as research object, simulates the real-time three dimensional dynamics CO2...
2370
Authors: Rui Tao Zhu
Chapter 2: Frontiers of Building Materials
Abstract:The paper takes a realistic coke drum as an example. A finite element analysis model using ANSYS is made, acquired with indirect coupling...
1217
Authors: Guo Yue Liu, Zhong Ning Guo, Yuan Bo Li, G Wang, Z.G. Huang
Chapter 2: Materials Science in Computer-Aided Manufacturing and Design
Abstract:The amplitude transformer is one of the most important parts in ultrasonic work system. To amplitude transformer, the resonant frequency and...
116
Authors: Yan Qi Li, Ming Tao Liu, Guang Cai Tian
Chapter 10: Materials Forming
Abstract:This paper is aimed to analyse contact stress of ring-plate indexing cam mechanism which is a new type of indexing cam mechanism. A contact...
2862
Authors: You Dong Ye, Zhe Bo Zhou
Chapter 1: Mechanical Science and Engineering
Abstract:In this paper, a cylinder involute gear model is established in AUTOCAD2007 software. SAT file format is imported in the ANSYS software and...
210