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,VANMERRINBOERB,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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