电力科学与工程
電力科學與工程
전력과학여공정
INFORMATION ON ELECTRIC POWER
2013年
11期
71-78
,共8页
王利杰%孙明%程希%殷立国%孙剑
王利傑%孫明%程希%慇立國%孫劍
왕리걸%손명%정희%은입국%손검
循环流化床锅炉%传递函数%建模与辨识%粒子群算法
循環流化床鍋爐%傳遞函數%建模與辨識%粒子群算法
순배류화상과로%전체함수%건모여변식%입자군산법
circulating fluidized bed boiler%transfer function%modeling and identification%particle swarm optimi-zation algorithm
通过研究循环流化床锅炉燃烧系统的机理和非参数建模方法,基于对循环流化态燃烧机理的认知,给出模型辨识的数据选择标准;挖掘机组运行的历史数据,提出了利用群体智能寻优算法进行燃料量与床温之间传递函数的参数辨识方法,并给出了快速仿真的公式以及一类单输入单输出系统的辨识结果和验证方法。所建立的传递函数模型完全能够表征具体某台循环流化床锅炉热工特性,为后续的控制逻辑和控制器的优化提供了数学依据。
通過研究循環流化床鍋爐燃燒繫統的機理和非參數建模方法,基于對循環流化態燃燒機理的認知,給齣模型辨識的數據選擇標準;挖掘機組運行的歷史數據,提齣瞭利用群體智能尋優算法進行燃料量與床溫之間傳遞函數的參數辨識方法,併給齣瞭快速倣真的公式以及一類單輸入單輸齣繫統的辨識結果和驗證方法。所建立的傳遞函數模型完全能夠錶徵具體某檯循環流化床鍋爐熱工特性,為後續的控製邏輯和控製器的優化提供瞭數學依據。
통과연구순배류화상과로연소계통적궤리화비삼수건모방법,기우대순배류화태연소궤리적인지,급출모형변식적수거선택표준;알굴궤조운행적역사수거,제출료이용군체지능심우산법진행연료량여상온지간전체함수적삼수변식방법,병급출료쾌속방진적공식이급일류단수입단수출계통적변식결과화험증방법。소건립적전체함수모형완전능구표정구체모태순배류화상과로열공특성,위후속적공제라집화공제기적우화제공료수학의거。
This paper summarized two methods which include mechanism and non-parametric modeling in the cir-culating fluidized bed ( CFB) boiler's combustion system. Based on the understanding of combustion principle of circulating fluidized state, the criterion of data selection was given. By mining the historical datas of unit operation, a method of identifying undetermined parameters of the transfer function between fuel and bed temperature using the swarm intelligence optimizing algorithms was presented. Then, the rapid simulation formulas of thermal process and identification result and validation method of a class of single-input single-output system were given. Transfer func-tion which was established by this method can entirely represent the thermal characteristics of CFB boiler and pro-vide a mathematical basis for subsequent control logic or parameter's optimization of controller.