Application status and prospect of intelligent control technology in thermal power plants

YANG Xinmin

doi:10.19666/j.rlfd.201711145

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Application status and prospect of intelligent control technology in thermal power plants

更新时间：2025-09-28

- Application status and prospect of intelligent control technology in thermal power plants
- Thermal Power Generation Vol. 47, Issue 7, Pages: 1-9(2018)
- 作者机构：
  
  西安热工研究院有限公司
- 作者简介：
- 基金信息：
- DOI：10.19666/j.rlfd.201711145
  CLC： TP29;TM621
- Published Online：04 July 2018，
  
  Published：2018
- 稿件说明：
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YANG Xinmin. Application status and prospect of intelligent control technology in thermal power plants[J]. Thermal power generation, 2018, 47(7): 1-9.
DOI：

YANG Xinmin. Application status and prospect of intelligent control technology in thermal power plants[J]. Thermal power generation, 2018, 47(7): 1-9. DOI： 10.19666/j.rlfd.201711145.

摘要

智能控制是在人工智能及自动控制等多学科基础上发展起来的交叉学科

主要用来解决传统控制方法难以解决的复杂系统的控制。本文从神经网络控制、模糊控制及智能优化技术等角度

对智能控制技术及其在火电机组的主要应用形式和相应特点进行了综述。在此基础上

分析总结了智能控制技术在国内火电机组的主蒸汽温度控制、锅炉燃烧及排放控制、磨煤机控制、循环流化床解耦控制等控制系统中应用的研究进展情况

对其在具体应用中的有关问题进行了讨论

并展望了智能控制应用研究未来的发展

认为根据火电机组不同被控对象的特点

综合不同智能控制方法的优点建立的混合智能优化控制将会成为一个重要的研究内容。

Abstract

Intelligent control is an interdisciplinary developed on the basis of artificial intelligence and automatic control

it is a method mainly to solve complex system problem which is very difficult to be solved by classical control methods. From the perspective of neural network control

fuzzy control and intelligent optimization techniques

the intelligent control technology

its main application forms and the corresponding characteristics in thermal power generating units are reviewed. On this basis

this study summarizes the research progress of the application of intelligent control technology in control systems

such as the main steam temperature control

boiler combustion and emission control

coal mill control and decoupling control of circulating fluidized bed in thermal power units. Then its related problems in concrete application are discussed. Finally

the future development of intelligent control application research is prospected. According to the characteristics of different controlled objects in thermal power units

hybrid intelligent optimal control method synthesized the advatages of different intelligent control methods will become an important research content.

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Related Institution

Beijing Huaneng New Control Technology Co., Ltd

Nanjing Institute of Technology

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