期刊文献+

基于BP神经网络的电站锅炉污染诊断 被引量:2

Diagnosis of Power Plant Boiler Contamination by BP Neuronal Network
下载PDF
导出
摘要 文章基于神经网络理论 ,提出了可以对电站锅炉污染受热面诊断的方法。根据额定工况下不同受热面进出口烟温差 ,建立了基于BP网络的污染诊断模型。此模型可以有效地诊断无法由常规测量仪表监测的锅炉污染情况 。 The paper proposes a diagnosis method of power plant boiler contamination surfaces by neuronal network theory.A contamination diagnosis model is built according to the difference of inlet and outlet gas temperatures of different surfaces in normal condition.It can effectively diagnosis the boiler contamination conditions which cannot done by normal measurement instruments.It can be the theoretical reliament of effective boiler ash removal scheme.
出处 《河北电力技术》 2002年第3期36-38,共3页 Hebei Electric Power
关键词 BP神经网络 电站 锅炉 污染诊断 power plant boilers contamination diagnosis BP Neuronal Network
  • 相关文献

同被引文献23

  • 1B.Robertson,G.Romero,J.Singh.Tods and Hearistics for operation of networks application,1993 IEEE PICAC.
  • 2Irai Dabbaghchi,Richard D. Christie, etc. AI Application Areas in Power Systems. IEEE Expert. Intelligent Systems & Their Applications, 1997.
  • 3Jang J S R, Self-learning fuzzy controllers based on temporal back ropagation [ J ] ,IEEE Trans. Neural Networks, 1992,3 (5): 714~723.
  • 4吴信东.专家系统设计[M].北京:中国科学技术出版社,1989..
  • 5钟广信 潘新安 杨义先.智能理论与技术-人工智能与神经网络[M].北京:人民邮电出版社,1992..
  • 6王立新.模糊系统与模糊控制[M].北京:清华大学出版社,2003..
  • 7Yager R,Implementing fuzzy logic controllers using a neural network ramework[J].Fuzzy Sets and Systems,1992,48(1):53~64.
  • 8Tronci S, Baratti R, Servida A. Monitoring pollutant emissions in a 4.8 MW power plant through neural network. Neurocomputing, 2002 (43): 1~4,3~15.
  • 9Ikonen E, Najim K, Kortela U. Neuro- fuzzy modelling of power plantflue-gas emissions. Engineering Applications of Artificial Intelligence, 2000,13 (6): 705~717.
  • 10Satish T S Bukkapatnam, et al. Chaotic neurons for online quality control in manufacturing. Int J Adv Manuf Technol, 1997(13) :95~100.

引证文献2

二级引证文献10

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部