Page 98 - 2024年第55卷第8期
P. 98
2022,65(8):2960 - 2969.
[ 7] 王锦红,蒋海昆.基于地震观测数据的机器学习地震预测研究综述[J].地震研究,2023,46(2):173 - 187.
[ 8] 杨迪雄,杨开胜,郭贵强.强震作用下高层结构地震响应时程的多步预测[J].土木工程学报,2016,49
(S1):25 - 31.
[ 9] 安超,史健勇,潘泽 宇,等.基 于 集 成 学 习 的 结 构 地 震 动 响 应 预 测 方 法 研 究 [J].防 灾 减 灾 工 程 学 报,
2023,43(3):435 - 443.
[10] ZHANGR,LIUY,SUN H.Physics - informedmulti - LSTM networksformetamodelingofnonlinearstructures
[J].ComputerMethodsinAppliedMechanicsandEngineering,2020,369:113226.
[11] GUOX,ZHANGJ,ZONGS,etal.Afast - response - generationmethodforsingle - layerreticulatedshellsbasedon
implicitparametermodelofgenerativeadversarialnetworks [J].JournalofBuildingEngineering,2023,72:106563.
[12] PANY,VENTURACE,LIT.Sensorplacementandseismicresponsereconstructionforstructuralhealthmonito
ringusingadeepneuralnetwork [J].BulletinofEarthquakeEngineering,2022,20(9):4513 - 4532.
[13] JIANGK,HANQ,DUX,etal.Structuraldynamicresponsereconstructionandvirtualsensingusingasequence
tosequencemodelingwithattentionmechanism [J].AutomationinConstruction,2021,131:103895.
[14] KULLAAJ.Virtualsensingofstructuralvibrationsusingdynamicsubstructuring[J].MechanicalSystemsand
SignalProcessing ,2016,79:203 - 224.
[15] KIM W,BRAUNJE.Development,implementation,andevaluationofafaultdetectionanddiagnosticssystem
basedonintegratedvirtualsensorsandfaultimpactmodels [J].EnergyandBuildings,2020,228:110368.
[16] SUNJ,DONGJ,SHENB,etal.Virtualpressuresensorforelectronicexpansionvalvecontrolinavaporcom
pressionrefrigerationsystem [J].Energies,2020,13(18):4917.
[17] 陈康,张娅,王维民,等.基于虚拟传感器内插法的叶片高倍频振动辨识方法[J].机械工程学报,2019,
55(19):1 - 8.
[18] 吴风喜.基于传感器网络的分布式导航系统研究[D].南京:南京航空航天大学,2015.
[19] 王一竹.车辆故障检测系统的设计与实现[D].北京:北京交通大学,2021.
[20] 王攀,周小宝,杨欣欣,等.基于虚拟传感的薄板结构辐射声主动控制研究 [J].机 械 工 程 学 报,2023,
59(15):121 - 130.
[21] LIM,LUQ,BAIS,etal.Digitaltwin - drivenvirtualsensorapproachforsafeconstructionoperationsoftrailing
suctionhopperdredger[J].AutomationinConstruction,2021,132:103961.
[22] SUNSB,HEY Y,ZHOU SD,etal.A data - drivenresponsevirtualsensortechniquewithpartialvibration
measurementsusingconvolutionalneuralnetwork [J].Sensors,2017,17(12):2888.
[23] JUJ,LIW,WANGY,etal.Two - timescalevirtualsensordesignforvibrationobservationofatranslationalflexi
ble - linkmanipulatorbasedonsingularperturbationanddifferentialgames [J].Sensors,2016,16(11):1804.
[24] YUEZJ,LIUL,TENGL,etal.Virtualsensingmethodformonitoringvibrationofcontinuouslyvariableconfiguration
structuresusinglongshort - termmemorynetworks[J].ChineseJournalofAeronautics,2020,33(1):244 - 254.
[25] CHOK,VANMERRINBOERB,GULCEHREC,etal.LearningphraserepresentationsusingRNN encoder -
decoderforstatisticalmachinetranslation [J?OL].arXiv,(2014 - 09 - 03).https:??arxiv.org?abs?1406.1078.
[26] SUTSKEVERI,VINYALSO,LEQ V.Sequencetosequencelearningwithneuralnetworks[C]??Advancesin
NeuralInformationProcessingSystems ,2014.
[27] 张饶,金峰,黄杜若,等.地震波频率非平稳对土石坝非线性结构响应影响 研 究 [J].水 利 学 报,2022,
53(8):926 - 938.
[28] KENDALLA,GALY,CIPOLLAR.Multi - tasklearningusinguncertaintytoweighlossesforscenegeometryand
semantics [C]??ProceedingsoftheIEEEconferenceoncomputervisionandpatternrecognition.2018.
[29] WEERAKODYPB,WONGKW,WANGG,etal.Areviewofirregulartimeseriesdatahandlingwithgatedre
currentneuralnetworks [J].Neurocomputing,2021,441:161 - 178.
[30] NGUYENT,LU T,SUN J,etal.Transientsimulationforhigh - speedchannelswithrecurrentneuralnetwork
[C]??2018IEEE27thConferenceonElectricalPerformanceofElectronicPackagingandSystems(EPEPS).2018.
[31] WANGX,CAIZ,LUOY,etal.LongtimeseriesdeepforecastingwithmultiscalefeatureextractionandSeq2seq
attentionmechanism[J].NeuralProcessingLetters,2022,54(4):3443 - 3466.
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