外文翻译---锅炉用人工神经网络模型和信息分析

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1、时光荏苒，岁月如白驹过隙，不经意间，我们即将从多彩的大学毕业，完成一个从大学生到社会人的转变。四年的大学生涯，让我明白了许许多多的科学知识和人生哲理，以及数不尽的感悟和成长。然只有将所学的理论知识付诸于社会的实践，才能检验和实现理论自身的价值，也只有将理论付诸于实践才能使理论得以检验。同样，一个人的价值也是通过实践活动来实现的，也只有通过实践才能锻炼人的品质，彰显人的时代风貌。而毕业实习作为大学的最后一课，也是最后一刻，我倍加珍惜，从而可以较深层次的理解社会，以便为将来能更好的胜任工作打下坚实的基础。附件二(外文文献)Constrainedoptimizationofcombusti

2、oninasimulatedcoal-firedboilerusingartificialneuralnetworkmodelandinformationanalysisAbstractCombustioninaboileristoocomplextobeanalyticallydescribedwithmathematicalmodels.Tomeettheneedsofoperationoptimization,on-siteexperimentsguidedbythestatisticaloptimizationmethodsareoftennecessarytoachieve

3、theoptimumoperatingconditions.Thisstudyproposesanewconstrainedoptimizationprocedureusingartificialneuralnetworksasmodelsfortargetprocesses.Informationanalysisbasedonrandomsearch,fuzzyc-meanclustering,andminimizationofinformationfreeenergyisperformediterativelyintheproceduretosuggestthelocationo

4、ffutureexperiments,whichcangreatlyreducethenumberofexperimentsneeded.Theeffectivenessoftheproposedprocedureinsearchingoptimaisdemonstratedbythreecasestudies:(1)abench-markproblem,namelyminimizationofthemodifiedHimmelblaufunctionunderacircleconstraint;(2)bothminimizationofNOxandCOemissionsandmax

5、imizationofthermalefficiencyforasimulatedcombustionprocessofaboiler;(3)maximizationofthermalefficiencywithinNOxandCOemissionlimitsforthesamecombustionprocess.ThesimulatedcombustionprocessisbasedonacommercialsoftwarepackageCHEMKIN,where78chemicalspeciesand467chemicalreactionsrelatedtothecombusti

6、onmechanismareincorporatedandaplug-flowmodelandaload-correlatedtemperaturedistributionforthecombustiontunnelofaboilerareused.1.IntroductionAlthoughtherehavebeenalotofexperimentalandtheoreticalstudiesonthebasicphysicalandchemicalprinciplesofaboiler’soperation,andgreatadvancehasbeenmadeinundersta

7、ndingvariousaspectsoftheoperation,itisstillimpracticable,asCaravelleandcoworkers[1]havejustpointedout,tocoupledetailedfluiddynamicsandkineticsinthecombustionsystemdesignevenwiththecontinuousincreaseofcomputerpower,nottomentiontosi