Intelligent Fault Diagnosis in Lead-zinc Smelting Process

被引：0
|
作者：
Wei-Hua Gui Chun-Hua Yang Jing Teng School of Information Science & Engineering
机构：
来源：
Machine Intelligence Research | 2007年 / 02期
关键词：
Fault diagnosis; fuzzy logic; expert system; neural network; inference;
D O I：
暂无
中图分类号：
TP391.9 [计算机仿真];
学科分类号：
080203 ;
摘要：
According to the fault characteristic of the imperial smelting process (ISP), a novel intelligent integrated fault diagnostic system is developed. In the system fuzzy neural networks are utilized to extract fault symptom and expert system is employed for effective fault diagnosis of the process. Furthermore, fuzzy abductive inference is introduced to diagnose multiple faults. Feasibility of the proposed system is demonstrated through a pilot plant case study.
引用
下载
收藏
页码：135 / 140
页数：6
相关论文
共 50 条
  • [1] Intelligent fault diagnosis in lead-zinc smelting process
    Gui W.-H.
    Yang C.-H.
    Teng J.
    International Journal of Automation and Computing, 2007, 4 (2) : 135 - 140
  • [2] Fault diagnosis of lead-zinc smelting furnace based on multi-class support vector machines
    Jiang, Shaohua
    Gui, Weihua
    Yang, Chunhua
    Xie, Yongfang
    2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7, 2007, : 2231 - 2236
  • [3] Method Based on Principal Component Analysis and Support Vector Machine and Its Application to Process Monitoring and Fault Diagnosis for Lead-Zinc Smelting Furnace
    Jiang Shaohua
    Gui Weihua
    Yang Chunhua
    Tang Zhaohui
    Jiang Zhaohui
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 6, 2008, : 74 - 77
  • [4] Intelligent optimal control for lead-zinc sintering process state
    吴敏
    徐辰华
    杜玉晓
    Transactions of Nonferrous Metals Society of China, 2006, (04) : 975 - 981
  • [5] Intelligent optimal control for lead-zinc sintering process state
    Wu Min
    Xu Chen-hua
    Du Yu-xiao
    TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA, 2006, 16 (04) : 975 - 981
  • [6] DYNAMICS OF KIVCET PROCESS SMELTING OF LEAD-ZINC SULFIDE RAW-MATERIALS
    SYCHEV, AP
    SANNIKOV, YI
    LYAMINA, MA
    POLYAKOV, IP
    SEMASHKO, EP
    KESLER, MY
    RUSSIAN METALLURGY, 1987, (04): : 1 - 8
  • [7] Cadmium isotopic fractionation in lead-zinc smelting process and signatures in fluvial sediments
    Zhong, Qiaohui
    Yin, Meiling
    Zhang, Qiong
    Beiyuan, Jingzi
    Liu, Juan
    Yang, Xiao
    Wang, Jin
    Wang, Lulu
    Jiang, Yanjun
    Xiao, Tangfu
    Zhang, Zhaofeng
    JOURNAL OF HAZARDOUS MATERIALS, 2021, 411
  • [8] Numerical simulation on ignition process of sintering ignition furnace in lead-zinc smelting
    Zeng P.
    Huang Z.
    Jiang X.
    Liu L.
    Zhou P.
    Wu X.
    Yan H.
    Zhongguo Youse Jinshu Xuebao/Chinese Journal of Nonferrous Metals, 2024, 34 (01): : 254 - 267
  • [9] Direct Identification of Model-based Fault Detection System and its Application to the Process of Lead-Zinc Smelting Furnace
    Jiang, Shaohua
    Gui, Weihua
    Ding, S. X.
    Xie, Yongfang
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 453 - +
  • [10] Intelligent integrated optimization control techniques for the lead-zinc sintering process
    Du, Yu-Xiao
    Wu, Min
    Gui, Wei-Hua
    Kongzhi yu Juece/Control and Decision, 2004, 19 (10): : 1091 - 1096
12345