Predictive optimal control for coordinated system of a supercritical power unit

MA Liangyu; GAO Zhiyuan

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Predictive optimal control for coordinated system of a supercritical power unit

更新时间：2025-09-28

- Predictive optimal control for coordinated system of a supercritical power unit
- Thermal Power Generation Vol. 43, Issue 9, Pages: 54-59(2014)
- 作者机构：
  
  华北电力大学控制与计算机工程学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TM621.6
- Published：2014
- 稿件说明：
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MA Liangyu, GAO Zhiyuan. Predictive optimal control for coordinated system of a supercritical power unit[J]. Thermal power generation, 2014, 43(9): 54-59.
DOI：

MA Liangyu, GAO Zhiyuan. Predictive optimal control for coordinated system of a supercritical power unit[J]. Thermal power generation, 2014, 43(9): 54-59. DOI：

摘要

为适应电网负荷需求

超临界机组常处于大幅度变工况运行状态

从而使得传统协调控制策略不能很好地适应机网协调运行的要求

影响机组的负荷响应速度

造成主蒸汽压力等参数大幅波动。对此

提出了一种基于神经网络和粒子群(PSO)算法的协调预测优化控制方法

并以某超临界600MW机组为对象

基于Matlab软件建立模型预测优化控制(MPOC)算法

借助火电机组仿真机对该控制方法进行验证。结果表明

该方法可大大提高机组的负荷响应速度

且满足主蒸汽压力等参数的控制要求。

Abstract

In order to meet the requirements of power grid

a supercritical power generating unit often operates under wide-range load-changing conditions.The conventional coordinated control strategy can not well adapt to the load deep regulation situations

and often leads to slow load response and large main steam pressure fluctuations.Therefore

a model predictive optimal control(MPOC)method for coordinated control of the supercritical units was proposed

on the basis of neural network model and particle swarm optimization(PSO)algorithm.The proposed MPOC scheme was programmed with MATLAB software and tested by extensive control simulation experiments in the full-scope simulator of a 600 MW supercritical power generating unit.The simulation results show that the proposed MPOC method can improve the load dynamic response speed greatly and keep main steam pressure within safety limits.

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