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人員疏散行為的實(shí)驗(yàn)研究一、本文概述Overviewofthisarticle《人員疏散行為的實(shí)驗(yàn)研究》一文旨在深入探究人員在緊急情況下的疏散行為特征、影響因素及其優(yōu)化策略。通過系統(tǒng)的實(shí)驗(yàn)研究,本文期望為建筑設(shè)計(jì)、安全管理和應(yīng)急救援等領(lǐng)域提供理論支持和實(shí)踐指導(dǎo)。文章首先將對(duì)疏散行為的相關(guān)理論和研究現(xiàn)狀進(jìn)行梳理,為后續(xù)實(shí)驗(yàn)設(shè)計(jì)提供理論基礎(chǔ)。接著,本文將詳細(xì)介紹實(shí)驗(yàn)的設(shè)計(jì)與實(shí)施過程,包括實(shí)驗(yàn)場(chǎng)景的選擇、參與者的招募、實(shí)驗(yàn)流程的制定等。在實(shí)驗(yàn)結(jié)果分析部分,本文將深入探討影響人員疏散行為的因素,如建筑結(jié)構(gòu)、疏散指示標(biāo)識(shí)、個(gè)體特征等,并通過數(shù)據(jù)分析和案例研究揭示各因素之間的相互作用機(jī)制。本文將提出針對(duì)性的優(yōu)化策略和建議,旨在提高人員疏散效率,減少緊急情況下的傷亡和損失。通過本文的研究,我們期望為相關(guān)領(lǐng)域的研究者和實(shí)踐者提供有益的參考和啟示。Thearticle"ExperimentalStudyonPersonnelEvacuationBehavior"aimstoexploreindepththecharacteristics,influencingfactors,andoptimizationstrategiesofpersonnelevacuationbehaviorinemergencysituations.Throughsystematicexperimentalresearch,thisarticleaimstoprovidetheoreticalsupportandpracticalguidanceforthefieldsofarchitecturaldesign,safetymanagement,andemergencyrescue.Thearticlewillfirstsortouttherelevanttheoriesandresearchstatusofevacuationbehavior,providingatheoreticalbasisforsubsequentexperimentaldesign.Next,thisarticlewillprovideadetailedintroductiontothedesignandimplementationprocessoftheexperiment,includingtheselectionofexperimentalscenarios,recruitmentofparticipants,andformulationofexperimentalprocedures.Intheanalysisofexperimentalresults,thisarticlewilldelveintothefactorsthataffectpersonnelevacuationbehavior,suchasbuildingstructure,evacuationsigns,individualcharacteristics,etc.,andrevealtheinteractionmechanismsbetweenthesefactorsthroughdataanalysisandcasestudies.Thisarticlewillproposetargetedoptimizationstrategiesandsuggestionsaimedatimprovingpersonnelevacuationefficiencyandreducingcasualtiesandlossesinemergencysituations.Throughthisstudy,wehopetoprovideusefulreferencesandinsightsforresearchersandpractitionersinrelatedfields.二、文獻(xiàn)綜述Literaturereview隨著城市化的快速發(fā)展,高層建筑、大型商場(chǎng)、地下空間等復(fù)雜建筑結(jié)構(gòu)的出現(xiàn),使得人員在火災(zāi)、地震等緊急情況下的疏散問題日益突出。因此,人員疏散行為的研究逐漸成為公共安全領(lǐng)域的熱點(diǎn)之一。國(guó)內(nèi)外學(xué)者通過實(shí)地觀測(cè)、問卷調(diào)查、模擬實(shí)驗(yàn)等多種方法對(duì)人員疏散行為進(jìn)行了深入研究,取得了一系列重要成果。Withtherapiddevelopmentofurbanization,theemergenceofcomplexbuildingstructuressuchashigh-risebuildings,largeshoppingmalls,andundergroundspaceshasmadetheevacuationproblemofpersonnelincreasinglyprominentinemergencysituationssuchasfiresandearthquakes.Therefore,researchonpersonnelevacuationbehaviorhasgraduallybecomeoneofthehotspotsinthefieldofpublicsafety.Domesticandforeignscholarshaveconductedin-depthresearchonpersonnelevacuationbehaviorthroughvariousmethodssuchasfieldobservation,questionnairesurveys,andsimulationexperiments,andhaveachievedaseriesofimportantresults.在疏散模型的構(gòu)建方面,研究者們提出了多種疏散模型,如社會(huì)力模型、格子氣模型、元胞自動(dòng)機(jī)模型等。這些模型能夠模擬人員在疏散過程中的運(yùn)動(dòng)規(guī)律,為預(yù)測(cè)和評(píng)估疏散效果提供了有力工具。同時(shí),研究者們還通過對(duì)比分析不同模型的優(yōu)缺點(diǎn),不斷完善和優(yōu)化模型,提高了模型的預(yù)測(cè)精度和實(shí)用性。Intermsofconstructingevacuationmodels,researchershaveproposedvariousevacuationmodels,suchassocialforcemodels,latticegasmodels,cellularautomatamodels,etc.Thesemodelscansimulatethemovementpatternsofpersonnelduringtheevacuationprocess,providingpowerfultoolsforpredictingandevaluatingtheevacuationeffect.Atthesametime,researchershavecontinuouslyimprovedandoptimizedmodelsbycomparingandanalyzingtheadvantagesanddisadvantagesofdifferentmodels,improvingtheirpredictionaccuracyandpracticality.在疏散心理和行為特征方面,學(xué)者們深入探討了人員在疏散過程中的心理變化和行為特點(diǎn)。例如,恐慌情緒對(duì)疏散效率的影響、群體行為對(duì)疏散過程的影響等。這些研究有助于更好地理解人員在緊急情況下的心理和行為反應(yīng),為制定更加有效的疏散策略提供了理論支持。Intermsofevacuationpsychologyandbehavioralcharacteristics,scholarshavedelvedintothepsychologicalchangesandbehavioralcharacteristicsofpersonnelduringtheevacuationprocess.Forexample,theimpactofpaniconevacuationefficiency,andtheimpactofgroupbehaviorontheevacuationprocess.Thesestudiescontributetoabetterunderstandingofthepsychologicalandbehavioralresponsesofpersonnelinemergencysituations,providingtheoreticalsupportfordevelopingmoreeffectiveevacuationstrategies.在疏散影響因素方面,學(xué)者們從多個(gè)角度分析了影響人員疏散行為的因素。包括建筑結(jié)構(gòu)、疏散設(shè)施、人員密度、疏散距離、火災(zāi)煙霧等。這些研究為優(yōu)化建筑設(shè)計(jì)和改進(jìn)疏散設(shè)施提供了科學(xué)依據(jù)。Intermsoffactorsaffectingevacuation,scholarshaveanalyzedthefactorsthataffectpersonnelevacuationbehaviorfrommultipleperspectives.Includingbuildingstructure,evacuationfacilities,personneldensity,evacuationdistance,firesmoke,etc.Thesestudiesprovidescientificbasisforoptimizingbuildingdesignandimprovingevacuationfacilities.在實(shí)驗(yàn)研究方面,國(guó)內(nèi)外學(xué)者通過模擬實(shí)驗(yàn)和實(shí)地實(shí)驗(yàn)等多種方式研究了人員疏散行為。例如,通過改變疏散設(shè)施的布局和數(shù)量、調(diào)整疏散指令的發(fā)布方式等手段,觀察和分析人員疏散效率的變化。這些實(shí)驗(yàn)結(jié)果為驗(yàn)證疏散模型和理論提供了重要依據(jù)。Intermsofexperimentalresearch,domesticandforeignscholarshavestudiedpersonnelevacuationbehaviorthroughvariousmethodssuchassimulationexperimentsandfieldexperiments.Forexample,bychangingthelayoutandquantityofevacuationfacilities,adjustingthewayevacuationinstructionsareissued,andothermeans,observeandanalyzethechangesinpersonnelevacuationefficiency.Theseexperimentalresultsprovideimportantbasisforverifyingevacuationmodelsandtheories.人員疏散行為的實(shí)驗(yàn)研究在公共安全領(lǐng)域具有重要意義。通過深入研究人員疏散行為的規(guī)律和特點(diǎn),可以為優(yōu)化建筑設(shè)計(jì)和改進(jìn)疏散設(shè)施提供科學(xué)依據(jù),提高人員在緊急情況下的疏散效率和安全性。未來,隨著技術(shù)的不斷發(fā)展和研究的深入,相信人員疏散行為的實(shí)驗(yàn)研究將取得更加豐富的成果和更加廣泛的應(yīng)用。Theexperimentalresearchonpersonnelevacuationbehaviorisofgreatsignificanceinthefieldofpublicsafety.Byconductingin-depthresearchonthepatternsandcharacteristicsofpersonnelevacuationbehavior,scientificbasiscanbeprovidedforoptimizingbuildingdesignandimprovingevacuationfacilities,improvingtheefficiencyandsafetyofpersonnelevacuationinemergencysituations.Inthefuture,withthecontinuousdevelopmentoftechnologyandin-depthresearch,itisbelievedthatexperimentalresearchonpersonnelevacuationbehaviorwillachievericherresultsandwiderapplications.三、研究方法Researchmethods本研究采用了多種研究方法,包括實(shí)驗(yàn)設(shè)計(jì)、數(shù)據(jù)收集和分析等步驟,以全面深入地探究人員疏散行為的特性和影響因素。Thisstudyemployedvariousresearchmethods,includingexperimentaldesign,datacollection,andanalysis,tocomprehensivelyanddeeplyexplorethecharacteristicsandinfluencingfactorsofpersonnelevacuationbehavior.為了模擬真實(shí)場(chǎng)景中的疏散行為,我們?cè)O(shè)計(jì)了一系列實(shí)驗(yàn)。這些實(shí)驗(yàn)包括控制變量實(shí)驗(yàn)和模擬災(zāi)害場(chǎng)景實(shí)驗(yàn)。在控制變量實(shí)驗(yàn)中,我們?cè)O(shè)定了不同的環(huán)境因素(如照明條件、通道寬度、障礙物設(shè)置等),以觀察這些因素對(duì)疏散行為的影響。在模擬災(zāi)害場(chǎng)景實(shí)驗(yàn)中,我們模擬了火災(zāi)、地震等災(zāi)害場(chǎng)景,以觀察人們?cè)诿鎸?duì)真實(shí)災(zāi)害時(shí)的疏散行為。Inordertosimulateevacuationbehaviorinrealscenarios,wedesignedaseriesofexperiments.Theseexperimentsincludecontrolledvariableexperimentsandsimulateddisasterscenarioexperiments.Inthecontrolledvariableexperiment,wesetdifferentenvironmentalfactors(suchaslightingconditions,channelwidth,obstaclesettings,etc.)toobservetheimpactofthesefactorsonevacuationbehavior.Inthesimulationdisasterscenarioexperiment,wesimulateddisasterscenariossuchasfiresandearthquakestoobservepeople'sevacuationbehaviorwhenfacingrealdisasters.我們采用了多種數(shù)據(jù)收集方法,包括視頻記錄、問卷調(diào)查和訪談等。通過視頻記錄,我們可以觀察到實(shí)驗(yàn)參與者在疏散過程中的具體行為,如行走速度、選擇路徑等。問卷調(diào)查和訪談則用于收集實(shí)驗(yàn)參與者對(duì)疏散過程的感受、態(tài)度和建議等信息。Weusedvariousdatacollectionmethods,includingvideorecording,questionnairesurveys,andinterviews.Throughvideorecording,wecanobservethespecificbehaviorsoftheexperimentalparticipantsduringtheevacuationprocess,suchaswalkingspeedandpathselection.Questionnairesurveysandinterviewsareusedtocollectinformationonthefeelings,attitudes,andsuggestionsofexperimentalparticipantsregardingtheevacuationprocess.收集到的數(shù)據(jù)經(jīng)過預(yù)處理后,我們利用統(tǒng)計(jì)學(xué)方法和機(jī)器學(xué)習(xí)算法進(jìn)行分析。統(tǒng)計(jì)學(xué)方法主要用于描述性分析和因素分析,以揭示疏散行為與各種因素之間的關(guān)系。機(jī)器學(xué)習(xí)算法則用于預(yù)測(cè)模型的構(gòu)建和驗(yàn)證,以預(yù)測(cè)不同條件下的疏散行為和效果。Afterpreprocessingthecollecteddata,weusestatisticalmethodsandmachinelearningalgorithmsforanalysis.Statisticalmethodsaremainlyusedfordescriptiveanalysisandfactoranalysistorevealtherelationshipbetweenevacuationbehaviorandvariousfactors.Machinelearningalgorithmsareusedtoconstructandvalidatepredictivemodelstopredictevacuationbehaviorandeffectivenessunderdifferentconditions.通過綜合運(yùn)用以上研究方法,我們期望能夠全面深入地了解人員疏散行為的特性和影響因素,為災(zāi)害防范和應(yīng)急救援提供科學(xué)依據(jù)。Bycomprehensivelyapplyingtheaboveresearchmethods,wehopetohaveacomprehensiveandin-depthunderstandingofthecharacteristicsandinfluencingfactorsofpersonnelevacuationbehavior,providingscientificbasisfordisasterpreventionandemergencyrescue.四、實(shí)驗(yàn)結(jié)果Experimentalresults在進(jìn)行了多次人員疏散行為的實(shí)驗(yàn)后,我們收集并分析了大量的數(shù)據(jù)。本章節(jié)將詳細(xì)闡述這些實(shí)驗(yàn)結(jié)果,以期能為人員疏散行為的研究和實(shí)際應(yīng)用提供有益的參考。Afterconductingmultipleexperimentsonpersonnelevacuationbehavior,wecollectedandanalyzedalargeamountofdata.Thischapterwillelaborateontheseexperimentalresultsindetail,inordertoprovideusefulreferencesforthestudyandpracticalapplicationofpersonnelevacuationbehavior.我們觀察到了不同疏散場(chǎng)景下的行為差異。在模擬火災(zāi)疏散的實(shí)驗(yàn)中,當(dāng)煙霧開始彌漫時(shí),大部分人員選擇快速逃離現(xiàn)場(chǎng),他們的行動(dòng)速度明顯加快。而在模擬地震疏散的實(shí)驗(yàn)中,部分人員則選擇先尋找穩(wěn)固的物體進(jìn)行避難,待震動(dòng)停止后再進(jìn)行疏散。這些結(jié)果表明,不同類型的災(zāi)害對(duì)人員的疏散行為有著顯著的影響。Weobservedbehavioraldifferencesindifferentevacuationscenarios.Intheexperimentofsimulatingfireevacuation,whensmokebegantodiffuse,mostpeoplechosetoquicklyescapethescene,andtheirmovementspeedsignificantlyincreased.Intheexperimentofsimulatingearthquakeevacuation,somepersonnelchoosetoseekstableobjectsforrefugefirst,andthenevacuateafterthevibrationstops.Theseresultsindicatethatdifferenttypesofdisastershaveasignificantimpactonpersonnelevacuationbehavior.我們發(fā)現(xiàn)人員的疏散行為受到多種因素的影響。其中,個(gè)體的年齡、性別、身體狀況等生理因素,以及心理素質(zhì)、恐慌程度等心理因素,都會(huì)對(duì)疏散行為產(chǎn)生影響。疏散場(chǎng)所的布局、通道的寬度、照明條件等環(huán)境因素,以及災(zāi)害發(fā)生的時(shí)間、地點(diǎn)等災(zāi)害因素,也會(huì)對(duì)疏散行為產(chǎn)生重要影響。Wehavefoundthatpersonnelevacuationbehaviorisinfluencedbymultiplefactors.Amongthem,physiologicalfactorssuchasindividualage,gender,physicalcondition,aswellaspsychologicalfactorssuchaspsychologicalresilienceandpaniclevel,canallhaveanimpactonevacuationbehavior.Thelayoutofevacuationsites,thewidthofpassages,lightingconditions,andotherenvironmentalfactors,aswellasthetimeandlocationofdisasters,canalsohaveasignificantimpactonevacuationbehavior.我們對(duì)比了不同疏散策略的效果。實(shí)驗(yàn)中,我們分別采用了自由疏散、引導(dǎo)疏散和預(yù)案疏散三種策略。結(jié)果顯示,引導(dǎo)疏散和預(yù)案疏散的效果明顯優(yōu)于自由疏散。特別是在大型公共場(chǎng)所,通過預(yù)設(shè)的疏散路線和避難場(chǎng)所,可以大大提高疏散的效率和安全性。Wecomparedtheeffectsofdifferentevacuationstrategies.Intheexperiment,weadoptedthreestrategies:freeevacuation,guidedevacuation,andcontingencyevacuation.Theresultsshowedthattheeffectivenessofguidedevacuationandplannedevacuationwassignificantlybetterthanthatoffreeevacuation.Especiallyinlargepublicplaces,theefficiencyandsafetyofevacuationcanbegreatlyimprovedthroughpresetevacuationroutesandshelters.人員疏散行為的實(shí)驗(yàn)結(jié)果揭示了疏散行為的復(fù)雜性和多樣性。在未來的研究中,我們需要進(jìn)一步深入探討各種因素對(duì)疏散行為的影響,以及如何通過優(yōu)化疏散策略來提高疏散效率和安全性。Theexperimentalresultsofpersonnelevacuationbehaviorrevealthecomplexityanddiversityofevacuationbehavior.Infutureresearch,weneedtofurtherexploretheimpactofvariousfactorsonevacuationbehavior,aswellashowtoimproveevacuationefficiencyandsafetybyoptimizingevacuationstrategies.五、討論與優(yōu)化策略Discussionandoptimizationstrategies通過本次對(duì)人員疏散行為的實(shí)驗(yàn)研究,我們深入了解了在緊急情況下人們的行為模式、反應(yīng)速度以及影響疏散效率的關(guān)鍵因素。實(shí)驗(yàn)結(jié)果表明,個(gè)體的心理因素、環(huán)境因素以及疏散策略的制定和實(shí)施均對(duì)疏散效果產(chǎn)生顯著影響。Throughthisexperimentalstudyonpersonnelevacuationbehavior,wehavegainedadeeperunderstandingofpeople'sbehaviorpatterns,reactionspeed,andkeyfactorsaffectingevacuationefficiencyinemergencysituations.Theexperimentalresultsindicatethatindividualpsychologicalfactors,environmentalfactors,andtheformulationandimplementationofevacuationstrategiesallhaveasignificantimpactontheeffectivenessofevacuation.在討論中,我們發(fā)現(xiàn),個(gè)體在緊急情況下的恐慌心理會(huì)導(dǎo)致疏散行為的混亂和無序,從而降低疏散效率。環(huán)境因素如疏散通道的寬度、照明條件以及障礙物的設(shè)置也會(huì)對(duì)疏散過程產(chǎn)生重要影響。在策略制定方面,我們發(fā)現(xiàn),提前進(jìn)行疏散演練、設(shè)置明顯的疏散指示標(biāo)志以及優(yōu)化疏散路徑規(guī)劃等措施均能有效提高疏散效率。Inthediscussion,wefoundthatindividuals'panicpsychologyinemergencysituationscanleadtochaoticanddisorderlyevacuationbehavior,therebyreducingevacuationefficiency.Environmentalfactorssuchasthewidthofevacuationroutes,lightingconditions,andtheplacementofobstaclescanalsohaveasignificantimpactontheevacuationprocess.Intermsofstrategyformulation,wefoundthatmeasuressuchasconductingevacuationdrillsinadvance,settingclearevacuationsigns,andoptimizingevacuationpathplanningcaneffectivelyimproveevacuationefficiency.加強(qiáng)心理引導(dǎo)與培訓(xùn):通過心理引導(dǎo)和培訓(xùn),幫助個(gè)體在緊急情況下保持冷靜,減少恐慌心理對(duì)疏散行為的影響??梢酝ㄟ^宣傳教育、模擬演練等方式提高個(gè)體的心理素質(zhì)和應(yīng)對(duì)能力。Strengthenpsychologicalguidanceandtraining:Throughpsychologicalguidanceandtraining,helpindividualsstaycalminemergencysituationsandreducetheimpactofpaniconevacuationbehavior.Individualpsychologicalqualitiesandcopingabilitiescanbeimprovedthroughpublicityandeducation,simulationexercises,andothermeans.改善疏散通道與環(huán)境條件:對(duì)疏散通道進(jìn)行合理規(guī)劃,確保通道的寬度、照明條件等符合疏散要求。同時(shí),清除疏散通道中的障礙物,保持通道的暢通無阻。Improvingevacuationroutesandenvironmentalconditions:Reasonablyplanevacuationroutestoensurethattheirwidth,lightingconditions,etc.meetevacuationrequirements.Atthesametime,removeobstaclesfromtheevacuationroutesandkeepthemunobstructed.制定科學(xué)的疏散策略:根據(jù)建筑物的結(jié)構(gòu)和特點(diǎn),制定科學(xué)的疏散策略。包括設(shè)置明顯的疏散指示標(biāo)志、規(guī)劃合理的疏散路徑、優(yōu)化疏散時(shí)間等。同時(shí),要定期進(jìn)行疏散演練,提高個(gè)體對(duì)疏散策略的熟悉程度和應(yīng)對(duì)能力。Developascientificevacuationstrategy:Basedonthestructureandcharacteristicsofthebuilding,developascientificevacuationstrategy.Thisincludessettingclearevacuationsigns,planningreasonableevacuationroutes,optimizingevacuationtimes,andsoon.Atthesametime,regularevacuationdrillsshouldbeconductedtoimproveindividuals'familiaritywithevacuationstrategiesandtheirabilitytorespond.引入智能疏散系統(tǒng):利用現(xiàn)代科技手段,如人工智能、物聯(lián)網(wǎng)等,引入智能疏散系統(tǒng)。通過實(shí)時(shí)監(jiān)測(cè)疏散過程中的各種數(shù)據(jù),對(duì)疏散策略進(jìn)行動(dòng)態(tài)調(diào)整和優(yōu)化,提高疏散效率。Introducingintelligentevacuationsystems:UtilizingmoderntechnologicalmeanssuchasartificialintelligenceandtheInternetofThings,introducingintelligentevacuationsystems.Bymonitoringvariousdataduringtheevacuationprocessinreal-time,theevacuationstrategycanbedynamicallyadjustedandoptimizedtoimproveevacuationefficiency.通過本次實(shí)驗(yàn)研究,我們對(duì)人員疏散行為有了更深入的了解。在此基礎(chǔ)上,我們提出了針對(duì)性的優(yōu)化策略,以期提高人員在緊急情況下的疏散效率和安全性。未來,我們將繼續(xù)深入研究人員疏散行為的影響因素及優(yōu)化策略,為實(shí)際應(yīng)急管理工作提供有力支持。Throughthisexperimentalstudy,wehavegainedadeeperunderstandingofpersonnelevacuationbehavior.Onthisbasis,weproposetargetedoptimizationstrategiestoimprovetheevacuationefficiencyandsafetyofpersonnelinemergencysituations.Inthefuture,wewillcontinuetoconductin-depthresearchontheinfluencingfactorsandoptimizationstrategiesofpersonnelevacuationbehavior,providingstrongsupportforpracticalemergencymanagementwork.六、結(jié)論與展望ConclusionandOutlook本研究通過一系列精心設(shè)計(jì)的實(shí)驗(yàn),深入探討了不同情境下人員疏散行為的特征與規(guī)律。實(shí)驗(yàn)結(jié)果表明,在緊急疏散過程中,個(gè)體的行為決策受到多種因素的影響,包括環(huán)境布局、標(biāo)識(shí)指引、群體行為等。實(shí)驗(yàn)還發(fā)現(xiàn),通過科學(xué)合理的培訓(xùn)和指導(dǎo),能夠有效提高人員的疏散效率和安全性。Thisstudyconductedaseriesofcarefullydesignedexperimentstoexplorethecharacteristicsandpatternsofpersonnelevacuationbehaviorindifferentcontexts.Theexperimentalresultsindicatethatduringemergencyevacuation,individualbehaviordecisionsareinfluencedbyvariousfactors,includingenvironmentallayout,signageguidance,andgroupbehavior.Theexperimentalsofoundthatthroughscientificandreasonabletrainingandguidance,personnelevacuationefficiencyandsafetycanbeeffectivelyimproved.具體來說,本研究發(fā)現(xiàn)環(huán)境布局對(duì)疏散行為的影響尤為顯著。在復(fù)雜的建筑環(huán)境中,合理的通道寬度、出口數(shù)量和布局設(shè)計(jì)能夠顯著縮短疏散時(shí)間,減少人員間的沖突和碰撞。清晰的標(biāo)識(shí)指引也是提高疏散效率的關(guān)鍵因素。在緊急情況下,明確的指示標(biāo)識(shí)能夠幫助人員快速找到安全出口,避免恐慌和混亂。Specifically,thisstudyfoundthatenvironmentallayouthasaparticularlysignificantimpactonevacuationbehavior.Incomplexbuildingenvironments,reasonablechannelwidth,numberofexits,andlayoutdesigncansignificantlyshortenevacuationtime,reduceconflictsandcollisionsbetweenpersonnel.Clearsignageguidanceisalsoakeyfactorinimprovingevacuationefficiency.Inemergencysituations,clearsignagecanhelppersonnelquicklyfindsafeexitsandavoidpanicandcha

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