王伟,石永锋,常浩,焦诗元

• 1:浙江大学智能系统与控制研究所
• 2:华电电力科学研究院

摘要(Abstract)：

针对燃煤发电过程中复杂过程优化运行问题,提出了基于运行性能评价的燃煤发电运行可控参数优化方法。在分析燃煤发电过程工艺和机理的基础上,采用基于即时学习策略的局部建模方法建立了汽轮机热耗率、锅炉效率局部动态模型;运用模糊综合评价方法对机组运行性能进行综合评价,根据当前运行边界条件和综合评价等级,采用案例推理方法获得机组较优运行性能下可控参数的优化目标值,基于优化目标值的评价对可控参数进行闭环优化设定。基于工业运行数据的仿真结果表明,该方法可有效提高机组运行性能,较好地解决了燃煤发电过程的优化运行问题。

关键词(KeyWords)： 燃煤发电过程;可控参数;汽轮机热耗率;锅炉效率;局部动态模型;运行性能评价

Abstract:

Keywords:

基金项目(Foundation): 国家863计划重点项目课题资助(2008AA042902);; 浙江省博士后科研项目择优资助(BSH1302004)

作者(Author): 王伟,石永锋,常浩,焦诗元

参考文献(References)：

• [1]洪军,司风琪,毕小龙,等.火电机组运行优化系统的现状和展望[J].电力系统自动化,2007,31(18):96-103.HONG Jun,SI Fengqi,BI Xiaolong,et al.Review on the developments of thermal power unit operation optimization system[J].Automation of Electric Power Systems,2007,31(18):96-103.
• [2]杨婷婷,曾德良,刘继伟,等.大型火力发电机组节能优化研究与展望[J].华东电力,2010,38(6):898-902.YANG Tingting,ZENG Deliang,LIU Jiwei,et al.Research and prospect on energy saving and optimization for large scale thermal power generation unit[J].East China Electric Power,2010,38(6):898-902.
• [3]江浩,徐治皋.电站运行优化决策支持系统及优化值的确定[J].动力工程,2003,23(3):2480-2484.JIANG Hao,XU Zhigao.Study of operation optimization decision support system for power plants and decision of optimization value[J].Power Engineering,2003,23(3):2480-2484.
• [4]胡洪华,黄廷辉,艾卫国,等.大型火电机组运行优化目标值的研究和确定[J].中国电力,2004,37(9):22-25.HU Honghua,HUANG Tinghui,AI Weiguo,et al.Study and determination of operation optimization target values of large size fossil-fired power unit[J].Electric Power,2004,37(9):22-25.
• [5]李慧君,刘磊,刘佳棋,等.火电机组变工况主要运行参数应达值分析[J].汽轮机技术,2010,52(1):61-64.LI Huijun,LIU Lei,LIU Jiaqi,et al.The analyze of grant value of some primary operation index for the power unit under different loads[J].Turbine Technology,2010,52(1):61-64.
• [6]王晓刚,胡洪华,庞顺,等.超临界汽轮机组变工况下运行参数目标值的计算分析[J].热力发电,2006,35(5):16-18.WANG Xiaogang,HU Honghua,PANG Shun,et al.Calculation and analysis of operational target values for super critical steam turbines under off-design conditions.Thermal Power generation,2006,35(5):16-18.
• [7]蔡杰进,马晓茜.基于遗传算法的火电机组运行优化[J].华南理工大学学报:自然科学版,2006,34(4):101-105.CAI Jiejin,MA Xiaoqian.Operation optimization of steam power unit based on genetic algorithm[J].Journal of South China University of Technology:Natural Science Edition,2006,34(4):101-105.
• [8]李建强,刘吉臻,张栾英,等.基于数据挖掘的电站运行优化应用研究[J].中国电机工程学报,2006,26(20):118-123.LI Jianqiang,LIU Jizhen,ZHANG Luanying,et al.The research and application on fuzzy association rule mining in power plant operation optimization[J].Proceedings of the CSEE,2006,26(20):118-123.
• [9]洪军,崔彦锋,毕小龙,等.机组在线运行优化系统及实时目标工况的确定[J].电力系统自动化,2007,31(6):86-90.HONG Jun,CUI Yanfeng,BI Xiaolong,et al.A unit on-line operation optimization system and determination of real-time optimum operation mode[J].Automation of Electric Power Systems,2007,31(6):86-90.
• [10]李利平,张春发,牛玉广,等.基于案例推理的热力机组在线运行优化调整决策方法[J].中国电力,2007,40(9):69-72.LI Liping,ZHANG Chunfa,NIU Guangyu,et al.Casebased online decision support solution for the operation optimization of thermal power units[J].Electric Power,2007,40(9):69-72.
• [11]李建强,牛成林,谷俊杰,等.数据挖掘在火电厂运行参数优化目标值确定中的应用[J].华北电力大学学报,2008,35(4):53-56.LI Jianqiang,NIU Chenglin,GU Junjie,et al.Application of data mining in optimal parameters value of power plant[J].Journal of North China Electric Power University,2008,35(4):53-56.
• [12]杨婷婷,曾德良,刘吉臻,等.基于工况划分的火电机组运行优化规则提取[J].华北电力大学学报,2009,36(6):64-68.YANG Tingting,ZENG Deliang,LIU Jizhen,et al.Operation optimization rule extraction method for generator unit base on classification of operation condition[J].Journal of North China Electric Power University,2009,36(6):64-68.
• [13]雷琪,吴敏.经济性能评估的炼焦生产过程优化运行方法[J].上海交通大学学报,2012,46(12):1914-1919.LEI Qi,WU Min.Optimization operation for coking process based on economic performance assessment[J].Journal of Shanghai Jiao Tong University,2012,46(12):1914-1919.
• [14]沈清泓,苏宏业,朱理,等.制造设备关键性能指标的基准设定[J].化工学报,2012,63(9):2958-2964.SHEN Qinghong,SU Hongye,ZHU Li,et al.Benchmark determination for key performance indicators of manu-facturing equipment[J].CIESC Journal,2012,63(9):2958-2964.
• [15]Fujiwara K,Kano M,Hasebe S,et al.Soft‐sensor development using correlation-based just-in-time modeling[J].AIChE Journal,2009,55(7):1754-1765.
• [16]李庆良,雷虎民.一种基于即时学习的多模型在线建模方法[J].四川大学学报:工程科学版,2010,42(1):196-200.LI Qingliang,LEI Humin.An online multiple-model modeling method based on lazy learning[J].Journal of Sichuan University:Engineering Science Edition,2010,42(1):196-200.
• [17]靳涛,付忠广,满若岩,等.火电厂综合评估的模糊评估法[J].热能动力工程,2010,25(5):473-477.JIN Tao,FU Zhongguang,MAN Ruoyan,et al.A fuzzy evaluation method for comprehensively evaluating of thermal power plant[J].Journal of Engineering for Thermal Energy and Power,2010,25(5):473-477.
• [18]康家银,纪志成,龚成龙.一种核模糊C均值聚类算法及其应用[J].仪器仪表学报,2010,31(7):1657-1663.KANG Jiayin,JI Zhicheng,GONG Chenglong.Kernelized fuzzy C-means clustering algorithm and its application[J].Chinese Journal of Scientific Instrument,2010,31(7):1657-1663.
• [19]张航,王伟,郑玲,等.一种基于密度聚类的小生境差分进化算法[J].计算机工程与应用,2008,44(23):42-45.ZHANG Hang,WANG Wei,ZHENG Ling,et al.Density clustering based niching differential evolution[J].Computer Engineering and Applications,2008,44(23):42-45.