首页|基于TD-PLS模型预测前馈的垃圾焚烧锅炉脱酸自动控制策略研究与应用

基于TD-PLS模型预测前馈的垃圾焚烧锅炉脱酸自动控制策略研究与应用

扫码查看
针对垃圾焚烧锅炉半干法脱酸系统自动控制投运率低、控制效果差的问题,在分析脱酸系统运行特性的基础上,设计了一种以PID控制和模型预测前馈相结合的 HCl-SO2 协同控制策略.采用以 HCl 排放浓度作为主要控制目标,SO2 排放浓度作为次要目标的串级 PID协同控制策略.在串级 PID控制的基础上,基于时间差分偏最小二乘法(TD-PLS)建立HCl排放浓度预测模型作为控制前馈.该控制策略应用于某 500 t/d垃圾焚烧机组脱酸系统,实际应用效果表明:脱酸控制投入前,HCl排放浓度波动变化较大,小时排放均值范围 20~40 mg/m3,小时排放均值浓度相对标准偏差(RSD)为 15.95%.脱酸自动控制投入后,HCl 小时排放均值范围在 25~30 mg/m3,小时排放均值浓度 RSD为 6.22%.在协同控制作用下,HCl 小时排放均值波动显著减小,单位锅炉蒸发量的石灰浆液消耗量由 0.034 m3/t降低到 0.027 m3/t,相比投运前降低了 21%,在保证出口 HCl和 SO2 浓度符合标准的情况下,提高了脱酸系统运行的稳定性和经济性.
Design and Application of Automatic Control Strategy for Deacidification of Waste Incinerator Based on TD-PLS Model Predictive Feedforward
The automatic control of the semi-dry de-acidification system in the waste incinerators has the problems of a low operation rate and poor control effect.In this paper,a cooperative HCl-SO2 control strategy combining PID control and model prediction feedforward is designed based on the analysis of the operating characteristics of the de-acidifi-cation system.A cascade PID cooperative control strategy with HCl emission concentration as the primary control objective and SO2 emission concentration as the secondary objective is proposed.Then,an HCl emission concentration prediction model based on time difference-partial least squares(TD-PLS)was developed as a control feedforward.This control strate-gy was applied to the de-acidification system of a 500 t/d waste incineration,and the actual application effect shows that:before the control strategy was implemented,the HCl emission concentration fluctuated greatly,the hourly emission average value varied in the range of 20-40 mg/m3,and the hourly emission average concentration relative standard deviation(RSD)was 15.95%.After the control strategy was implemented,the average hourly HCl emission varied from 25 mg/m3 to 30 mg/m3,and the RSD of the average hourly emission concentration was 6.22%.Under the coordinated control,the hourly HCl emission means value fluctuation was significantly reduced,and the lime slurry consumption per unit of boiler evaporation was reduced from 0.034 m3/t to 0.027 m3/t,which was 21%lower than before.A stable and economical operation of the waste incinerator de-acidification system was achieved while the outlet HCl and SO2 concentrations meet the standards.

waste incineratorsemi-dry deacidificationautomatic controlkey variable model feedfowardcoordinated control

李志东、陈达、刘学迅、张燕星、易刚、叶育生、刘岸青、李文鹏、王领、姚顺春

展开 >

广州环投从化环保能源有限公司,广东 广州 510900

华南理工大学 电力学院,广东 广州 510641

垃圾焚烧锅炉 半干法脱酸 自动控制 关键变量模型前馈 协同控制

国家重点研发计划政府间国际科技创新合作项目

2019YFE0109700

2024

锅炉技术
上海锅炉厂有限公司

锅炉技术

北大核心
影响因子:0.409
ISSN:1672-4763
年,卷(期):2024.55(1)
  • 20