基于对角回归神经网络的转台伺服系统逆控制

针对转台伺服系统中存在的不确定性和非线性因素,提出一种基于对角回归神经网络(diagonal re-current neural network,DRNN)的逆控制方法。逆控制器由对角回归辨识网络(DRNNI)和对角回归控制网络(DRNNC)组成,利用神经网络的逼近能力,在线辨识系统的逆模型,直接将辨识器的拷贝作为系统的控制器。该方法结合了神经网络和逆系统控制的优点,能够克服系统中的不确定性和非线性因素。仿真结果表明,有效提高了转台伺服系统的动态跟踪精度,并具有较好的鲁棒性能。控制器的运算量小,能够满足实时控制要求。     

Providing QoS guarantees for self-similar traffic flows

1.INTRODUCTION Recentanalysesofvariouspacket basednetworking showthatnetworktraffichasvariabilityovermany timescales.Itsperformancedifferswithresultsof queuetheorythatisbasedonthePoissondistribu tion.Statisticalanalysesoflargetrafficdatasetshave revealedthatthestatisticalcharacteristicsofrealtraf ficmaybebestdescribedbyself similarity.Self simi larityimpliesthepresenceoflong rangedependence (LRD)inthetraffic.Thatis,thereexistnon negli giblepositivecorrelationintheburstbehaviorofthe …     

ARMA-GM combined forewarning model for the quality control

1.INTRODUCTION Tocontrolthequalityoftheproducts,wemustsu pervisethequalityindexesandanalyzethechanging tendency.Therearealotofstatisticaltoolsincom monuse,themosteffectivemethodisacontrol chart.Itcangrasptheabnormalsymptomofatrend ofthequalityofproductsincontrollingprocessand makethequalitypreventionpossible.Butfromits workingprocessweknowthismethodalsohassome limitation.Becausethecontrolchartonlydetermines theaveragevalueandlimitinterval,onecanonly judgethequalitystateofproductsstatica…     

New structure of Kalman filter for radar networking

1.INTRODUCTION Inpractice,radarsoftenoperateasynchronouslyandpro videdataatdifferentrateswithdifferentcommunication timedelays,thustheproblemofdatafusioninradarnet workingsystemisasynchronousinsteadofsynchronous. However,theresearchinthefieldofdatafusionfocuses onthesynchronousproblems,andthemeasurementsof differentsensorsarealwayspredictedatthesametimefor updatingKalmanfiltersynchronously.Thisapproachis complicatedforengineering,anditwillreducethedata ratesofthesystem,atthesametimethee…     

Establishing formal state space models via quantization forquantum control systems

1.INTRODUCTION Quantumtheoryisoneofthemostimportantachieve mentsinthe20thcentury,anditdisclosesthestruc tures,characteristicsandmotionlawsofmatterinthe microcosmicfieldandleadsusfromthemacroscopical worldintomicrosystems.Aseriesofnewphenomena whicharedifferentfromclassicalsystemshavebeen discovered,suchasquantumentanglement,quantum coherenceanduncertainty.Meanwhile,quantum theoryandquantummethodsarealsowidelyusedin differentfieldssuchaschemicalreaction,geneticen gineering,atomicphysicsandi…     

Design of TakagiSugeno fuzzy model based nonlinear sliding model controller

1.INTRODUCTION Sincethefirstpaperonfuzzysetswaspublished,fuzzy logiccontrol(FLC)hasattractedgreatattentionfrom boththeacademicandindustrialcommunities.Much progresshasbeenmadeinsuccessfullyapplyingFLCto industrialcontrolsystems.Manytheoreticalresultsabout stabilityanalysisanddesignoffuzzylogiccontrollersys temshavealsobeenobtained.Amongvariouskindsoffuzzycontrolmethods,manycontroldesignmethodshavebeenproposedon theTakagi Sugeno(T S)fuzzymodel[1].Thebasic ideaofthesemethodsincludestwos…     

井冈霉素发酵工艺中染菌的控制

染菌是发酵工艺中最棘手的问题，同时也是直接影响产品质量、收效率的关键因素．通过对井冈霉素发酵工艺中种子、培养基和设备及其附件的染菌分析，综合生产试验，取得了控制井冈霉素发酵工艺中染菌的有效办法，年染菌率从15．4％下降到6．0％．     

基于对角递归神经网络的非线性逆动态控制

采用2个对角递归神经网络(DRNN)构成非线性逆动态控制系统，一个用作辨识器，逼近系统的正模型，为逆动态控制提供系统的灵敏度；另一个用作控制器，逼近系统的逆动态模型，再与原系统串联组成伪线性系统．仿真结果表明该控制方法实现了对非线性系统的有效控制。     

一种新型径向柱塞泵的比例排量控制

结合一种新型径向柱塞泵的液控伺服变量机构,设计了直动式比例减压阀,完成了柱塞泵的电液比例排量控制,并建立了系统的传递函数数学模型.