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光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的應(yīng)用研究一、本文概述Overviewofthisarticle隨著科技的快速發(fā)展,橋梁作為現(xiàn)代交通系統(tǒng)的重要組成部分,其安全性和穩(wěn)定性越來越受到人們的關(guān)注。光纖光柵傳感技術(shù)作為一種新型的監(jiān)測手段,以其高精度、高靈敏度、抗電磁干擾等優(yōu)點(diǎn),在橋梁健康監(jiān)測領(lǐng)域展現(xiàn)出廣闊的應(yīng)用前景。本文旨在探討光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的應(yīng)用,分析其在橋梁結(jié)構(gòu)應(yīng)力、變形、溫度等關(guān)鍵參數(shù)監(jiān)測中的實(shí)際效果,以期為橋梁的安全評估與維護(hù)提供新的技術(shù)手段。Withtherapiddevelopmentoftechnology,bridges,asanimportantcomponentofmoderntransportationsystems,areincreasinglyreceivingattentionfortheirsafetyandstability.Asanewmonitoringmethod,fiberopticgratingsensingtechnologyhasshownbroadapplicationprospectsinthefieldofbridgehealthmonitoringduetoitsadvantagesofhighprecision,highsensitivity,andresistancetoelectromagneticinterference.Thisarticleaimstoexploretheapplicationoffiberopticgratingsensingtechnologyinbridgehealthmonitoring,analyzeitspracticaleffectsinmonitoringkeyparameterssuchasstress,deformation,andtemperatureofbridgestructures,andprovidenewtechnicalmeansforthesafetyassessmentandmaintenanceofbridges.本文首先介紹了光纖光柵傳感技術(shù)的基本原理和優(yōu)勢,闡述了其在橋梁健康監(jiān)測中的適用性。接著,通過國內(nèi)外相關(guān)文獻(xiàn)的綜述,分析了光纖光柵傳感技術(shù)在橋梁健康監(jiān)測領(lǐng)域的研究現(xiàn)狀和發(fā)展趨勢。在此基礎(chǔ)上,結(jié)合具體工程案例,詳細(xì)闡述了光纖光柵傳感技術(shù)在橋梁應(yīng)力監(jiān)測、變形監(jiān)測以及溫度監(jiān)測等方面的應(yīng)用方法和實(shí)踐過程。對監(jiān)測結(jié)果進(jìn)行了深入的分析和討論,驗(yàn)證了光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的準(zhǔn)確性和可靠性。Thisarticlefirstintroducesthebasicprinciplesandadvantagesoffiberopticgratingsensingtechnology,andelaboratesonitsapplicabilityinbridgehealthmonitoring.Subsequently,throughareviewofrelevantliteraturebothdomesticallyandinternationally,theresearchstatusanddevelopmenttrendsoffiberopticgratingsensingtechnologyinthefieldofbridgehealthmonitoringwereanalyzed.Onthisbasis,combinedwithspecificengineeringcases,theapplicationmethodsandpracticalprocessesoffiberopticgratingsensingtechnologyinstressmonitoring,deformationmonitoring,andtemperaturemonitoringofbridgebeamsareelaboratedindetail.Athoroughanalysisanddiscussionofthemonitoringresultshavebeenconducted,verifyingtheaccuracyandreliabilityoffiberopticgratingsensingtechnologyinbridgehealthmonitoring.本文總結(jié)了光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的應(yīng)用成果,指出了當(dāng)前研究中存在的問題和不足,并對未來的研究方向和應(yīng)用前景進(jìn)行了展望。通過本文的研究,旨在為橋梁健康監(jiān)測領(lǐng)域提供一種新的、有效的技術(shù)手段,為橋梁的安全評估與維護(hù)提供有力支持。Thisarticlesummarizestheapplicationachievementsoffiberopticgratingsensingtechnologyinbridgehealthmonitoring,pointsouttheproblemsandshortcomingsincurrentresearch,andlooksforwardtofutureresearchdirectionsandapplicationprospects.Throughthisstudy,theaimistoprovideanewandeffectivetechnicalmeansforthefieldofbridgehealthmonitoring,andtoprovidestrongsupportforthesafetyassessmentandmaintenanceofbridges.二、光纖光柵傳感技術(shù)原理PrinciplesofFiberBraggGratingSensingTechnology光纖光柵傳感技術(shù)是一種基于光纖布拉格光柵(FiberBraggGrating,FBG)的傳感方法,具有高精度、高靈敏度、抗電磁干擾等優(yōu)點(diǎn),因此在橋梁健康監(jiān)測領(lǐng)域得到了廣泛的應(yīng)用。FiberBraggGrating(FBG)sensingtechnologyisasensingmethodbasedonFiberBraggGrating(FBG),whichhastheadvantagesofhighaccuracy,highsensitivity,andresistancetoelectromagneticinterference.Therefore,ithasbeenwidelyusedinthefieldofbridgehealthmonitoring.光纖光柵傳感技術(shù)的基本原理是利用光纖中的光柵結(jié)構(gòu)對特定波長的光進(jìn)行反射,當(dāng)光柵受到外界環(huán)境(如溫度、應(yīng)力等)的影響時,其反射光的波長會發(fā)生變化,這種變化與外界環(huán)境的變化呈線性關(guān)系。通過測量反射光的波長變化,就可以精確地獲取到光柵所受到的應(yīng)力或溫度信息。Thebasicprincipleoffiberopticgratingsensingtechnologyistousethegratingstructureinthefibertoreflectspecificwavelengthsoflight.Whenthegratingisaffectedbyexternalenvironments(suchastemperature,stress,etc.),thewavelengthofthereflectedlightwillchange,andthischangeislinearlyrelatedtothechangesintheexternalenvironment.Bymeasuringthewavelengthchangeofreflectedlight,thestressortemperatureinformationexperiencedbythegratingcanbeaccuratelyobtained.在橋梁健康監(jiān)測中,光纖光柵傳感技術(shù)被用于實(shí)時監(jiān)測橋梁的應(yīng)力狀態(tài)和溫度變化。通過在橋梁的關(guān)鍵部位埋設(shè)光纖光柵傳感器,可以實(shí)現(xiàn)對橋梁結(jié)構(gòu)的持續(xù)、實(shí)時監(jiān)測。當(dāng)橋梁受到外部荷載作用時,光纖光柵傳感器能夠捕捉到應(yīng)力變化的信息,從而實(shí)現(xiàn)對橋梁健康狀況的評估。Inbridgehealthmonitoring,fiberopticgratingsensingtechnologyisusedtomonitorthestressstateandtemperaturechangesofbridgesinreal-time.Byembeddingfiberopticgratingsensorsinkeyareasofthebridge,continuousandreal-timemonitoringofthebridgestructurecanbeachieved.Whenthebridgeissubjectedtoexternalloads,fiberopticgratingsensorscancaptureinformationonstresschanges,therebyachievinganevaluationofthehealthstatusofthebridge.光纖光柵傳感技術(shù)還具有多路復(fù)用和長距離傳輸?shù)奶攸c(diǎn),可以在同一根光纖上布置多個傳感器,實(shí)現(xiàn)對多個監(jiān)測點(diǎn)的同時監(jiān)測。由于光纖的傳輸損耗較小,可以實(shí)現(xiàn)遠(yuǎn)程監(jiān)測和數(shù)據(jù)傳輸,為橋梁的健康監(jiān)測提供了極大的便利。Fiberopticgratingsensingtechnologyalsohasthecharacteristicsofmultiplexingandlong-distancetransmission.Multiplesensorscanbearrangedonthesameopticalfibertoachievesimultaneousmonitoringofmultiplemonitoringpoints.Duetothelowtransmissionlossofopticalfibers,remotemonitoringanddatatransmissioncanbeachieved,providinggreatconvenienceforthehealthmonitoringofbridges.光纖光柵傳感技術(shù)以其獨(dú)特的優(yōu)勢在橋梁健康監(jiān)測中發(fā)揮著重要的作用,為橋梁的安全運(yùn)營提供了有力的技術(shù)保障。Fiberopticgratingsensingtechnologyplaysanimportantroleinbridgehealthmonitoringwithitsuniqueadvantages,providingstrongtechnicalsupportforthesafeoperationofbridges.三、橋梁健康監(jiān)測的關(guān)鍵參數(shù)與監(jiān)測點(diǎn)布置Keyparametersandmonitoringpointlayoutforbridgehealthmonitoring橋梁健康監(jiān)測的核心在于識別和評估橋梁結(jié)構(gòu)的關(guān)鍵參數(shù),以及合理布置監(jiān)測點(diǎn)。這些參數(shù)和監(jiān)測點(diǎn)的選擇對于準(zhǔn)確反映橋梁的健康狀態(tài)至關(guān)重要。Thecoreofbridgehealthmonitoringliesinidentifyingandevaluatingkeyparametersofbridgestructures,aswellasarrangingmonitoringpointsreasonably.Theselectionoftheseparametersandmonitoringpointsiscrucialforaccuratelyreflectingthehealthstatusofbridges.應(yīng)力與應(yīng)變:應(yīng)力與應(yīng)變是評估橋梁受力狀態(tài)最直接的參數(shù),它們能夠反映橋梁在荷載作用下的內(nèi)部反應(yīng)。通過光纖光柵傳感技術(shù),可以實(shí)時監(jiān)測橋梁關(guān)鍵截面的應(yīng)力與應(yīng)變分布。Stressandstrain:Stressandstrainarethemostdirectparametersforevaluatingthestressstateofbridges,andtheycanreflecttheinternalresponseofbridgesunderload.Throughfiberopticgratingsensingtechnology,thestressandstraindistributionofkeysectionsofbridgescanbemonitoredinreal-time.位移與變形:位移和變形是評估橋梁整體穩(wěn)定性的重要參數(shù)。光纖光柵傳感器可以精確測量橋梁在不同荷載和環(huán)境條件下的位移和變形情況。Displacementanddeformation:Displacementanddeformationareimportantparametersforevaluatingtheoverallstabilityofbridges.Fiberopticgratingsensorscanaccuratelymeasurethedisplacementanddeformationofbridgesunderdifferentloadsandenvironmentalconditions.溫度:溫度是影響橋梁性能的重要因素之一,特別是在大跨度橋梁中,溫度效應(yīng)尤為顯著。通過光纖光柵傳感技術(shù),可以實(shí)時監(jiān)測橋梁結(jié)構(gòu)的溫度變化,為結(jié)構(gòu)分析和健康評估提供依據(jù)。Temperature:Temperatureisoneoftheimportantfactorsaffectingtheperformanceofbridges,especiallyinlarge-spanbridgeswherethetemperatureeffectisparticularlysignificant.Throughfiberopticgratingsensingtechnology,real-timemonitoringoftemperaturechangesinbridgestructurescanbeachieved,providingabasisforstructuralanalysisandhealthassessment.振動特性:橋梁的振動特性是反映其動力性能的重要指標(biāo)。光纖光柵傳感技術(shù)可以監(jiān)測橋梁在不同頻率和幅值下的振動響應(yīng),為評估橋梁的動力性能提供依據(jù)。Vibrationcharacteristics:Thevibrationcharacteristicsofabridgeareimportantindicatorsreflectingitsdynamicperformance.Fiberopticgratingsensingtechnologycanmonitorthevibrationresponseofbridgesatdifferentfrequenciesandamplitudes,providingabasisforevaluatingthedynamicperformanceofbridges.關(guān)鍵截面:在橋梁的關(guān)鍵截面,如主梁、橋塔、索纜等位置布置光纖光柵傳感器,以獲取這些關(guān)鍵部位的應(yīng)力、應(yīng)變和位移等參數(shù)。Keysection:Fiberopticgratingsensorsareinstalledatkeysectionsofthebridge,suchasthemainbeam,bridgetower,cable,etc.,toobtainparameterssuchasstress,strain,anddisplacementofthesekeyparts.代表性位置:在橋梁的不同部位,選擇具有代表性的位置布置傳感器,以獲取橋梁整體的狀態(tài)信息。這些位置應(yīng)能夠反映橋梁在不同荷載和環(huán)境條件下的性能變化。Representativepositions:Selectrepresentativepositionstoarrangesensorsindifferentpartsofthebridgetoobtaintheoverallstatusinformationofthebridge.Thesepositionsshouldbeabletoreflecttheperformancechangesofthebridgeunderdifferentloadsandenvironmentalconditions.溫度敏感點(diǎn):在大跨度橋梁中,應(yīng)選擇對溫度效應(yīng)敏感的位置布置溫度傳感器,以實(shí)時監(jiān)測橋梁結(jié)構(gòu)的溫度變化。Temperaturesensitivepoints:Inlarge-spanbridges,temperaturesensorsshouldbearrangedinlocationsthataresensitivetotemperatureeffectstomonitorreal-timetemperaturechangesinthebridgestructure.振動監(jiān)測點(diǎn):在橋梁的關(guān)鍵位置布置振動傳感器,以獲取橋梁的振動特性。這些位置應(yīng)能夠反映橋梁在不同頻率和幅值下的振動響應(yīng)。Vibrationmonitoringpoints:Installvibrationsensorsatkeylocationsonthebridgetoobtainthevibrationcharacteristicsofthebridge.Thesepositionsshouldbeabletoreflectthevibrationresponseofthebridgeatdifferentfrequenciesandamplitudes.通過合理選擇關(guān)鍵參數(shù)和監(jiān)測點(diǎn)布置,光纖光柵傳感技術(shù)能夠?yàn)闃蛄航】当O(jiān)測提供準(zhǔn)確、實(shí)時的數(shù)據(jù)支持,為橋梁的安全運(yùn)營和維護(hù)提供有力保障。Byselectingkeyparametersandarrangingmonitoringpointsreasonably,fiberopticgratingsensingtechnologycanprovideaccurateandreal-timedatasupportforbridgehealthmonitoring,andprovidestrongguaranteesforthesafeoperationandmaintenanceofbridges.四、光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的實(shí)際應(yīng)用Thepracticalapplicationoffiberopticgratingsensingtechnologyinbridgehealthmonitoring光纖光柵傳感技術(shù)作為一種先進(jìn)的監(jiān)測手段,已經(jīng)在橋梁健康監(jiān)測中得到了廣泛的應(yīng)用。這一技術(shù)的應(yīng)用,不僅提高了橋梁健康監(jiān)測的精度和效率,還極大地豐富了監(jiān)測數(shù)據(jù)的維度,為橋梁的養(yǎng)護(hù)和管理提供了強(qiáng)有力的支持。Fiberopticgratingsensingtechnology,asanadvancedmonitoringmethod,hasbeenwidelyappliedinbridgehealthmonitoring.Theapplicationofthistechnologynotonlyimprovestheaccuracyandefficiencyofbridgehealthmonitoring,butalsogreatlyenrichesthedimensionsofmonitoringdata,providingstrongsupportforbridgemaintenanceandmanagement.在橋梁健康監(jiān)測的實(shí)際應(yīng)用中,光纖光柵傳感技術(shù)主要用于監(jiān)測橋梁的應(yīng)力、應(yīng)變、溫度等關(guān)鍵參數(shù)。通過在橋梁的關(guān)鍵部位布置光纖光柵傳感器,可以實(shí)時監(jiān)測到橋梁在各種環(huán)境條件下的工作狀態(tài)。這些傳感器可以精確地捕捉到橋梁的微小變形和應(yīng)力變化,從而及時發(fā)現(xiàn)潛在的安全隱患。Inthepracticalapplicationofbridgehealthmonitoring,fiberopticgratingsensingtechnologyismainlyusedtomonitorkeyparameterssuchasstress,strain,andtemperatureofbridges.Byarrangingfiberopticgratingsensorsinkeyareasofthebridge,theworkingstatusofthebridgeundervariousenvironmentalconditionscanbemonitoredinreal-time.Thesesensorscanaccuratelycapturesmalldeformationsandstresschangesinbridges,therebypromptlydetectingpotentialsafetyhazards.光纖光柵傳感技術(shù)還可以與其他監(jiān)測手段相結(jié)合,如GPS、雷達(dá)干涉測量等,實(shí)現(xiàn)橋梁的多維度、全方位監(jiān)測。這種綜合性的監(jiān)測方法,不僅可以提供更加全面的橋梁健康信息,還可以提高監(jiān)測數(shù)據(jù)的準(zhǔn)確性和可靠性。Fiberopticgratingsensingtechnologycanalsobecombinedwithothermonitoringmethods,suchasGPS,radarinterferometry,etc.,toachievemulti-dimensionalandall-roundmonitoringofbridges.Thiscomprehensivemonitoringmethodcannotonlyprovidemorecomprehensivebridgehealthinformation,butalsoimprovetheaccuracyandreliabilityofmonitoringdata.在實(shí)際應(yīng)用中,光纖光柵傳感技術(shù)也面臨著一些挑戰(zhàn)和問題。例如,傳感器的布置和維護(hù)需要專業(yè)的技術(shù)和設(shè)備,監(jiān)測數(shù)據(jù)的處理和分析也需要相應(yīng)的軟件和方法。因此,為了更好地發(fā)揮光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的作用,還需要不斷加強(qiáng)技術(shù)研發(fā)和人才培養(yǎng),提高監(jiān)測系統(tǒng)的智能化和自動化水平。Inpracticalapplications,fiberopticgratingsensingtechnologyalsofacessomechallengesandproblems.Forexample,thelayoutandmaintenanceofsensorsrequireprofessionaltechnologyandequipment,andtheprocessingandanalysisofmonitoringdataalsorequirecorrespondingsoftwareandmethods.Therefore,inordertobetterleveragetheroleoffiberopticgratingsensingtechnologyinbridgehealthmonitoring,itisnecessarytocontinuouslystrengthentechnologicalresearchandtalentcultivation,andimprovetheintelligenceandautomationlevelofmonitoringsystems.光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中具有重要的應(yīng)用價值。通過不斷地技術(shù)創(chuàng)新和實(shí)踐應(yīng)用,相信這一技術(shù)將在未來的橋梁養(yǎng)護(hù)和管理中發(fā)揮更加重要的作用。Fiberopticgratingsensingtechnologyhasimportantapplicationvalueinbridgehealthmonitoring.Throughcontinuoustechnologicalinnovationandpracticalapplication,webelievethatthistechnologywillplayamoreimportantroleinfuturebridgemaintenanceandmanagement.五、光纖光柵傳感技術(shù)的優(yōu)勢與挑戰(zhàn)Theadvantagesandchallengesoffiberopticgratingsensingtechnology光纖光柵傳感技術(shù)以其獨(dú)特的優(yōu)勢在橋梁健康監(jiān)測中得到了廣泛應(yīng)用。光纖光柵傳感器具有極高的靈敏度,能夠捕捉到橋梁結(jié)構(gòu)微小的變形和應(yīng)力變化,為橋梁的健康狀態(tài)提供精確的監(jiān)測數(shù)據(jù)。光纖光柵傳感技術(shù)具有分布式監(jiān)測能力,可以在橋梁的關(guān)鍵部位布置多個傳感器,實(shí)現(xiàn)對橋梁整體結(jié)構(gòu)的全面監(jiān)測。光纖光柵傳感器還具有抗電磁干擾、耐腐蝕、耐高溫等特性,適用于各種惡劣環(huán)境條件下的橋梁健康監(jiān)測。Fiberopticgratingsensingtechnologyhasbeenwidelyusedinbridgehealthmonitoringduetoitsuniqueadvantages.Fiberopticgratingsensorshaveextremelyhighsensitivityandcancapturesmalldeformationsandstresschangesinbridgestructures,providingaccuratemonitoringdataforthehealthstatusofbridges.FiberBraggGratingsensingtechnologyhasdistributedmonitoringcapability,whichcandeploymultiplesensorsinkeypartsofthebridgetoachievecomprehensivemonitoringoftheoverallstructureofthebridge.Fiberopticgratingsensorsalsohavecharacteristicssuchasresistancetoelectromagneticinterference,corrosion,andhightemperature,makingthemsuitableforbridgehealthmonitoringundervariousharshenvironmentalconditions.然而,光纖光柵傳感技術(shù)也面臨一些挑戰(zhàn)。光纖光柵傳感器的成本相對較高,尤其是在大規(guī)模應(yīng)用時,其成本問題可能會成為制約其推廣應(yīng)用的主要因素。光纖光柵傳感技術(shù)的數(shù)據(jù)處理和分析技術(shù)尚待進(jìn)一步完善,以提高監(jiān)測數(shù)據(jù)的準(zhǔn)確性和可靠性。光纖光柵傳感器的安裝和維護(hù)也需要專業(yè)技術(shù)和設(shè)備支持,這在一定程度上增加了其應(yīng)用難度。However,fiberopticgratingsensingtechnologyalsofacessomechallenges.Thecostoffiberopticgratingsensorsisrelativelyhigh,especiallyinlarge-scaleapplications,andthecostissuemaybecomethemainfactorrestrictingtheirpromotionandapplication.Thedataprocessingandanalysistechnologyoffiberopticgratingsensingtechnologystillneedsfurtherimprovementtoimprovetheaccuracyandreliabilityofmonitoringdata.Theinstallationandmaintenanceoffiberopticgratingsensorsalsorequireprofessionaltechnicalandequipmentsupport,whichtosomeextentincreasesthedifficultyoftheirapplication.盡管面臨這些挑戰(zhàn),但隨著科技的不斷進(jìn)步和成本的逐漸降低,光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的應(yīng)用前景仍然廣闊。未來,可以通過優(yōu)化傳感器結(jié)構(gòu)、提高數(shù)據(jù)處理效率、降低制造成本等方式,進(jìn)一步推動光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的普及和應(yīng)用。也需要加強(qiáng)相關(guān)技術(shù)的研發(fā)和創(chuàng)新,以應(yīng)對橋梁健康監(jiān)測領(lǐng)域不斷出現(xiàn)的新問題和新挑戰(zhàn)。Despitefacingthesechallenges,withthecontinuousprogressoftechnologyandthegradualreductionofcosts,theapplicationprospectsoffiberopticgratingsensingtechnologyinbridgehealthmonitoringarestillbroad.Inthefuture,thepopularizationandapplicationoffiberopticgratingsensingtechnologyinbridgehealthmonitoringcanbefurtherpromotedbyoptimizingsensorstructures,improvingdataprocessingefficiency,andreducingmanufacturingcosts.Itisalsonecessarytostrengthentheresearchandinnovationofrelatedtechnologiestoaddresstheconstantlyemergingnewproblemsandchallengesinthefieldofbridgehealthmonitoring.六、結(jié)論與展望ConclusionandOutlook隨著橋梁工程規(guī)模的擴(kuò)大和結(jié)構(gòu)的復(fù)雜化,橋梁健康監(jiān)測的重要性日益凸顯。光纖光柵傳感技術(shù)作為一種新型的監(jiān)測手段,以其高精度、高靈敏度、抗電磁干擾等優(yōu)點(diǎn),在橋梁健康監(jiān)測中展現(xiàn)出了廣闊的應(yīng)用前景。本文詳細(xì)探討了光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的應(yīng)用研究,包括應(yīng)變監(jiān)測、溫度監(jiān)測、裂縫監(jiān)測等多個方面。通過實(shí)際應(yīng)用案例的分析,驗(yàn)證了光纖光柵傳感技術(shù)在橋梁健康監(jiān)測中的有效性和可靠性。研究結(jié)果表明,光纖光柵傳感技術(shù)能夠?qū)崿F(xiàn)對橋梁結(jié)構(gòu)的實(shí)時、連續(xù)監(jiān)測,為橋梁的安全評估和維護(hù)提供有力支持。Withtheexpansionofbridgeengineeringscaleandthecomplexityofstructures,theimportanceofbridgehealthmonitoringisbecomingincreasinglyprominent.Asanewmonitoringmethod,fiberopticgratingsensingtechnologyhasshownbroadapplicationprospectsinbridgehealthmonitoringduetoitsadvantagesofhighprecision,highsensitivity,andresistancetoelectromagneticinterference.Thisarticlediscussesindetailtheapplicationresearchoffiberopticgratingsensingtechnologyinbridgehealthmonitoring,includingstrainmonitoring,temperaturemonitoring,crackmonitoring,andotheraspects.Throughtheanalysisofpracticalapplicationcases,theeffectivenessandreliabilityoffiberopticgratingsensingtechnologyinbridgehealthmonitoringhavebeenverified.Theresearchresultsindicate

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