| 基于模糊粗糙集的瓦斯涌出量预测模型的研究 |
| |
| 引用本文： | 洪菁,赵毅,陈强. 基于模糊粗糙集的瓦斯涌出量预测模型的研究[J]. 微计算机信息, 2007, 23(8): 259-261 |
| |
| 作者姓名： | 洪菁 赵毅 陈强 |
| |
| 作者单位： | 201620,上海,上海工程技术大学 |
| |
| 基金项目： | 国家高技术研究计划发展专项经费 |
| |
| 摘 要： | 准确、及时地预测瓦斯涌出量是煤矿安全的主要研究方向之一。本文建立了基于模糊粗糙集的神经网络预测模型,对瓦斯涌出量进行了预测。仿真结果表明,该模型的收敛性和预测的准确性,都取得了满意的结果。
|
| 关 键 词： | 瓦斯量预测 模糊粗糙集 神经网络 |
| 文章编号： | 1008-0570（2007）03-2-0259-03 |
| 修稿时间： | 2007-01-23 |
The Study of the Gas Emission Prediction Model Based on Fuzzy-Rough Set Neural Network |
| |
| HONG JING,ZHAO YI,CHEN QIANG. The Study of the Gas Emission Prediction Model Based on Fuzzy-Rough Set Neural Network[J]. Control & Automation, 2007, 23(8): 259-261 |
| |
| Authors: | HONG JING ZHAO YI CHEN QIANG |
| |
| Affiliation: | Shanghai University of Engineering Science, Shanghai 201620 |
| |
| Abstract: | Precisely predicting the amount of gas emitted from the coal is of great importance for coal safety. A novel artificial network model based on fuzzy-rough set for gas emission forecasting of coal is proposed in the paper. Some practices prove that this model can perform better than the tradition neural network. |
| |
| Keywords: | gas emission prediction fuzzy-rough set neural network |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
