@inproceedings{d4590ab3b6a64c75975f8771f25155b3,
title = "Coupling analysis of manufacturing characteristics and mechanics property of microminiature gear mechanism based on neural network",
abstract = "A coupling analysis method of manufacturing characteristics and mechanics property of microminiature gear mechanism based on BP neural network was proposed. By use of the existing finite element model with manufacturing characteristics, output data as BP neural network training set of samples was obtained. Through a comparative study of the effects of different network parameters settings on the precision of network model, the optimal network structure and parameters were determined and the neural network model which can approximate the mechanics property microminiature gear mechanism with high precision. This shows the nonlinear coupling relationships between input manufacturing characteristics and the output mechanical characteristics, and verifies the accuracy of the model.",
keywords = "Coupling Analysis, Manufacturing Characteristics, Mechanics property, Microminiature Gear Mechanism, Neural Network",
author = "Xin Jin and Zhijing Zhang and Fuchang Zuo and Zhongxin Li",
year = "2009",
doi = "10.1007/978-3-642-01507-6\_105",
language = "English",
isbn = "3642015069",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
number = "PART 1",
pages = "929--936",
booktitle = "Advances in Neural Networks - ISNN 2009 - 6th International Symposium on Neural Networks, ISNN 2009, Proceedings",
edition = "PART 1",
note = "6th International Symposium on Neural Networks, ISNN 2009 ; Conference date: 26-05-2009 Through 29-05-2009",
}