基于熵权-可拓理论的高炉软熔带位置状态模糊综合评判方法

杨贵军; 蒋朝辉; 桂卫华; 阳春华; 谢永芳

doi:10.16383/j.aas.2015.c140232

基于熵权-可拓理论的高炉软熔带位置状态模糊综合评判方法

doi: 10.16383/j.aas.2015.c140232

1.
中南大学信息科学与工程学院长沙 410083

基金项目:

国家自然科学基金重大项目(61290325);国家自然科学基金创新研究群体科学基金(61321003);中南大学中央高校基本科研业务费专项资金(2013zzts226)资助

详细信息

作者简介:
杨贵军中南大学信息科学与工程学院硕士研究生.主要研究方向为工业过程建模与优化控制研究,智能控制系统. E-mail:yang_0505@csu.edu.cn

通讯作者:
蒋朝辉博士,中南大学信息科学与工程学院副教授.主要研究方向为复杂工业过程建模与优化控制,广义大系统控制理论与应用.本文通信作者. E-mail:jzh0903@csu.edu.cn

计量
- 文章访问数: 1766
- HTML全文浏览量: 129
- PDF下载量: 849
- 被引次数: 0
出版历程
- 收稿日期: 2014-04-08
- 修回日期: 2014-09-01
- 刊出日期: 2015-01-20

Fuzzy Synthesis Evaluation Method for Position State of Blast Furnace Cohesive Zone Based on Entropy Weight Extension Theory

1.
School of Information Science and Engineering, Central South University, Changsha 410083

Funds:

Supported by the Major Program of the National Natural Science Foundation of China (61290325), Foundation for Innovative Research Groups of the National Natural Science Foundation of China (61321003), and Fundamental Research Funds for the Central Universities of Central South University (2013zzts226)

摘要

摘要: 针对高炉(Blast furnace, BF)软熔带位置状态影响因素复杂多样且具有层次性和模糊性的特点, 提出了基于熵权--可拓理论的高炉软熔带位置状态两级模糊综合评判的新方法. 首先,在对高炉生产过程参数进行整理、分类的基础上, 采用可拓理论和熵权法确定第一级评判的隶属矩阵和模糊权向量, 进行一级模糊评判. 其次,以一级评判结果矩阵构成第二级评判的隶属矩阵, 并结合层次分析法(Analytic hierarchy process, AHP)确定的第二级模糊权向量, 进行二级模糊评判. 利用物元的可拓性定性分析和可拓集合论的关联函数定量计算相结合的方法, 实现对高炉软熔带位置状态的两级模糊综合评判. 最后,以某钢铁厂2650m3高炉为实例对其软熔带位置状态进行综合评判, 所得结果与现场实际情况吻合良好.
- 高炉软熔带 /
- 可拓理论 /
- 熵权 /
- 层次分析法 /
- 两级模糊评判
Abstract: As the position state of blast furnace (BF) cohesive zone is influenced by various complex factors, which have hierarchical and fuzzy characteristics, a two-stage fuzzy synthesis evaluation method based on entropy weight extension theory is proposed. Using the extension theory and entropy weight method, the membership matrixes and fuzzy weight vectors of the first-stage are determined for the first-stage fuzzy evaluation, which is based on the work of organizing and classifying the process data of BF. Then, after determining the second-stage fuzzy weight vector by utilizing the analytic hierarchy process (AHP), the membership matrix of the second-stage fuzzy evaluation is generated on the basis of the result matrixes of the first-stage fuzzy evaluation. Thus, the two-stage fuzzy evaluation of the position state of BF cohesive zone can be carried out with not only qualitative analysis with extension of matter-element but also quantitative calculation with correlation function of extension set theory. A case study of a 2650m3 steel plant is carried out to verify the proposed method. It can be seen from the verification that the proposed method can reflect the practical situation well.
- Blast furnace (BF) cohesive zone /
- extension theory /
- entropy weight /
- analytic hierarchy process (AHP) /
- two-stage fuzzy evaluation

HTML全文

参考文献(14)

[1]	Shi Yan-Bin. Study on Modeling and Simulation of Blast Furnace Process Based on CFD/NHT Analysis [Ph.D. dissertation], Shandong University, China, 2006. (史岩彬. 基于CFD/NHT分析技术的高炉炼铁过程建模与仿真研究 [博士学位论文], 山东大学, 中国, 2006.)
[2]	Dong K F, Yu A B, Burgess J M, Pinson D, Chew S, Zulli P. Modelling of multiphase flow in ironmaking blast furnace. The Journal of the American Chemical Society, 2009, 48(1): 214-226
[3]	Zhou C Q. Visualizing the future in steel manufacturing. The Iron & Steel Technology, 2011, 8(1): 37-50
[4]	Cai Wen, Yang Chun-Yan. Basic theory and methodology on extenics. Chinese Science Bulletin, 2013, 58(13): 1190-1199(蔡文, 杨春燕. 可拓学的基础理论与方法体系. 科学通报, 2013, 58(13): 1190-1199)
[5]	Wong H, Hu Ba Q. Application of improved extension evaluation method to water quality evaluation. Journal of Hydrology, 2014, 509: 539-548
[6]	Weng G Q, Zhou W W, Qi J. Research on comprehensive evaluation of regional power quality based on multistage extension method. In: Proceedings of the 2011 Power and Energy Engineering Conference. Wuhan, China: IEEE, 2011. 1-4
[7]	Chen H C. Partial discharge identification system for high voltage power transformers using fractal feature based extension method. Science, Measurement & Technology, IET, 2013, 7(2): 77-84
[8]	Zhu C H, Shen N Q, Wang T, Huang Xo, Chen D J. Study on danger evaluation of debris flow using extension method. In: Proceedings of the 2012 International Conference on Systems and Informatics. Yantai, China: IEEE, 2012. 1352-1355
[9]	Xu Y J, Wang Y C, Miu X D. Multi-attribute decision making method for air target threat evaluation based on intuitionistic fuzzy sets. IEEE Systems Engineering and Electronics, 2012, 23(6): 891-897
[10]	Xia H, Jia Z P, Sha E H M. Research of trust model based on fuzzy theory in mobile ad hoc networks. Information Security, IET, 2014, 8(2): 88-103
[11]	Wu Qi, Liu Jing, Xiong Fu-Li, Liu Xiao-Jun. The fuzzy wavelet classifier machine with penalizing hybrid noises from complex diagnosis system. Acta Automatica Sinica, 2009, 35(6): 773-779(吴奇, 刘静, 熊福力, 刘晓军. 惩罚复杂诊断系统混合噪音的模糊小波分类机. 自动化学报, 2009, 35(6): 773-779)
[12]	Li C X, Anavatti S G, Ray T. Analytical hierarchy process using fuzzy inference technique for real-time route guidance system. IEEE Transactions on Intelligent Transportation Systems, 2014, 15(1): 84-93
[13]	Qin Guo-Hua, Zhou Mei-Dan, Ye Hai-Chao, Huang Hua-Ping, Li Yi-Ran. AHP-based fixture locator selection. Computer Integrated Manufacturing Systems, 2014, 20(2): 326-332(秦国华, 周美丹, 叶海潮, 黄华平, 李怡冉. 基于 AHP 的夹具定位元件选择方法. 计算机集成制造系统, 2014, 20(2): 326-332)
[14]	Fang Wen, Lin Cheng-Cheng, Tao Hua, Ding De-Kang. Perfection and optimization of model for determination of 3BF condition. Bao-Steel Technology, 2002, (2): 47-51(方文, 林成城, 陶华, 丁德康. 宝钢三高炉炉况判定模型的完善和优化. 宝钢技术, 2002, (2): 47-51)

施引文献

资源附件(0)

访问统计

计量

文章访问数: 1766
HTML全文浏览量: 129
PDF下载量: 849
被引次数: 0

姓名
邮箱
手机号码
标题
留言内容
验证码

留言板

基于熵权-可拓理论的高炉软熔带位置状态模糊综合评判方法

doi: 10.16383/j.aas.2015.c140232

作者简介:
杨贵军中南大学信息科学与工程学院硕士研究生.主要研究方向为工业过程建模与优化控制研究,智能控制系统. E-mail:yang_0505@csu.edu.cn

通讯作者:
蒋朝辉博士,中南大学信息科学与工程学院副教授.主要研究方向为复杂工业过程建模与优化控制,广义大系统控制理论与应用.本文通信作者. E-mail:jzh0903@csu.edu.cn

计量

Fuzzy Synthesis Evaluation Method for Position State of Blast Furnace Cohesive Zone Based on Entropy Weight Extension Theory

计量

目录

留言板

基于熵权-可拓理论的高炉软熔带位置状态模糊综合评判方法

doi: 10.16383/j.aas.2015.c140232

作者简介: 杨贵军 中南大学信息科学与工程学院硕士研究生.主要研究方向为工业过程建模与优化控制研究,智能控制系统. E-mail:yang_0505@csu.edu.cn

通讯作者: 蒋朝辉 博士,中南大学信息科学与工程学院副教授.主要研究方向为复杂工业过程建模与优化控制,广义大系统控制理论与应用.本文通信作者. E-mail:jzh0903@csu.edu.cn

计量

出版历程

Fuzzy Synthesis Evaluation Method for Position State of Blast Furnace Cohesive Zone Based on Entropy Weight Extension Theory

计量

出版历程

目录

作者简介:
杨贵军中南大学信息科学与工程学院硕士研究生.主要研究方向为工业过程建模与优化控制研究,智能控制系统. E-mail:yang_0505@csu.edu.cn

通讯作者:
蒋朝辉博士,中南大学信息科学与工程学院副教授.主要研究方向为复杂工业过程建模与优化控制,广义大系统控制理论与应用.本文通信作者. E-mail:jzh0903@csu.edu.cn