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基于多属性性能评估的焦炉加热燃烧过程在线优化控制方法
An on-line optimal control method for combustion process of coke oven based on multi-attribute performance evaluation
【摘要】 针对焦炉加热燃烧过程中控制器参数难以适应由加热煤气热值和结焦时间变化等因素引起的火道温度波动的问题,设计了一种基于多属性性能评估的焦炉加热燃烧过程优化控制方法。首先通过分析焦炉加热燃烧过程的工艺特点及生产需求,针对过程参数周期差异较大的特点,提出了基于信息熵的多属性性能评估模型,实现控制系统的在线性能评估。针对控制系统性能评估不合格的情况,建立了以火道温度偏差、偏差变化率和调节时间为目标的多目标优化模型,并采用差分进化算法进行求解,通过控制器参数的在线调节,保证焦炉火道温度的稳定。仿真结果表明该优化控制方法在加热煤气热值和结焦时间变化时能较好地抑制火道温度的波动。
【Abstract】 An on-line optimal control method based on multi-attribute performance evaluation aiming at adjusting the parameters of controllers to suppress the violent fluctuations of the flue temperature in combustion process of coke ovens is proposed, which are caused by the changes of coking time, the fluctuating calories of fuel gas and other factors. Firstly, the coke process characteristics and production demands are analyzed, and a multi-attribute performance evaluation model based on information entropy is proposed to evaluate the performance of the control system on line due to large difference in parameter periods. When the performance of the control system is unsatisfied, however, a multi-objective optimization model is established to minimize the setting time, the deviation and the deviation change of flue temperature. Then, the optimum parameters of the controller are solved by the multi-objective differential evolution algorithm. Finally, simulation results verify that this optimal control method can suppress the fluctuations of flue temperature when the calories of fuel gas and coking time are changing.
【Key words】 combustion process of coke oven; on-line performance evaluation; information entropy; multi-objective optimization model;
- 【文献出处】 化工学报 ,CIESC Journal , 编辑部邮箱 ,2015年01期
- 【分类号】TQ520.5;TP273
- 【被引频次】7
- 【下载频次】237