|本期目录/Table of Contents|

[1]赵军,张兴凯,王云海.硫化矿石自燃倾向性鉴定技术研究*[J].中国安全生产科学技术,2009,5(6):105-109.
　ZHAO Jun,ZHANG Xing kai,WANG Yun hai.Study on appraisal technique of sulfores spontaneous combustion tendency[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2009,5(6):105-109.
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硫化矿石自燃倾向性鉴定技术研究*()
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
5
期数:
2009年6
页码:
105-109
栏目:
出版日期:
2009-12-31

文章信息/Info

Title:
Study on appraisal technique of sulfores spontaneous combustion tendency
作者:
赵军; 张兴凯; 王云海
中国安全生产科学研究院
Author(s):
ZHAO Jun;  ZHANG Xingkai;  WANG Yunhai
China Academy of Safety Science and Technology
关键词:
硫化矿石; 自燃倾向性; 程序升温氧化; 支持向量机; 鉴定技术
Keywords:
sulfide ores;  spontaneous combustion tendency;  TPO;  support vector machines;  appraisal technique
分类号:
X936
DOI:
-
文献标志码:
A
摘要:
根据硫化矿石自燃过程的复杂性，通过程序升温氧化（TPO）实验对硫化矿石吸附性能进行研究，提出了硫化矿石程序升温氧化（TPO）吸氧鉴定的方法，测试矿样温度从30℃到1000℃条件下的总吸氧量和自热起始温度作为硫化矿石自燃倾向性鉴定指标，并对其进行分类；提出了基于支持向量机的硫化矿石自燃倾向性预测方法，通过预测建模最终达到了预期数据与实际数据的最佳拟合。
Abstract:
According to the complexity of sulfide ores spontaneous combustion process， this article studies the sulfide ores adsorbability by TPO experiments， and a appraisal method of sulfores TPO oxygen adsorption was proposed. It Regards the total quantity of absorption oxygen and the self heating starting temperature as the identification indexs about sulfores spontaneous combustion process， on condition that the temperature of sulfide ores samples from 30℃ to 1000℃， at the same time it was classified. And then the method of support vector machines was applied in the prediction of the sulfores spontaneous combustion process. It showed that support vector machines prediction of the sulfores spontaneous combustion process was up to the bestfit between expected data and actual data.

参考文献/References:

［1］赵军，张兴凯，王云海.基于程序升温氧化法的硫化矿石自燃倾向性研究.中国安全生产科学技术，2009，5（2）:24～27ZHAO Jun， ZHANG Xingkai， WANG Yunhai. A study of the spontaneous combustion tendency of sulfide ores by TPO method. Journal of Safety Science and Technology，2009，5（2）:24～27［2］Ninteman D J. Spontaneous oxidation and combustion of sulfide ores in underground mines［R］. Information Circular 8775，USA:Bureau of Mines，1978，1～40［3］赵军，金龙哲，李求进，张兴凯.硫化矿石自燃过程吸附氧研究.中国安全生产科学技术，2009，5（4）:27～31ZHAO Jun， JIN Longzhe，LI Qiujin，ZHANG Xingkai. Research on the adsorbed oxygen in sulfide ores spontaneous combustion processing. Journal of Safety Science and Technology，2009，5（4）:27～31［4］李娟，李翠平，李春民，李仲学.支持向量回归机在尾矿坝浸润线预测中的应用.中国安全生产科学技术，2009，5（1）:76～79LI Juan， LI Cuiping， LI Chunmin， LI Zhongxue. Forecasting of infiltration route in talling dam by Support Vector Regression. Journal of Safety Science and Technology，2009，5（1）:76～79［5］陆伟.基于耗氧量的煤自燃倾向性快速鉴定方法.湖南科技大学学报（自然科学版），2008，23（1）:15～18LU Wei. The Method to Identify Rapidly the Tendency of Coal Selfignite Based on Oxygen Consumption. Journal of Hunan University of Science & Technology(Natural Science Edition)，2008，23（1）:15～18［6］杨娟娟.基于神经网络的含硫矿石自燃预测技术研究［D］.陕西：西安科技大学，2008YANG Juanjuan. The Technique Research about Prediction of Sulfide ores Spontaneous Combustion Based on Network. Shan Xi:Safety Xian University of Science and Technology，2008［7］WU Chao. Fault tree analysis of spontaneous combustion of sulphide ores and its risk assessment［J］. Journal of Central South University of Technology(English Edition)，1995，2(2):77～80

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备注/Memo

备注/Memo:
收稿日期：2009-09-02作者简介：赵军，女，博士研究生。*基金项目：国家十一五科技支撑计划项目(2006BAK04B-03-1、2006BAK04B03-02-02);中国安科院基本科研业务费专项资金项目(编号:2008JBKY03)
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