简介:Inspiredbythecoarse-to-finevisualperceptionprocessofhumanvisionsystem,anewapproachbasedonGaussianmulti-scalespacefordefectdetectionofindustrialproductswasproposed.ByselectingdifferentscaleparametersoftheGaussiankernel,themulti-scalerepresentationoftheoriginalimagedatacouldbeobtainedandusedtoconstitutethemulti-variateimage,inwhicheachchannelcouldrepresentaperceptualobservationoftheoriginalimagefromdifferentscales.TheMultivariateImageAnalysis(MIA)techniqueswereusedtoextractdefectfeaturesinformation.TheMIAcombinedPrincipalComponentAnalysis(PCA)toobtaintheprincipalcomponentscoresofthemultivariatetestimage.TheQ-statisticimage,derivedfromtheresidualsaftertheextractionofthefirstprincipalcomponentscoreandnoise,couldbeusedtoefficientlyrevealthesurfacedefectswithanappropriatethresholdvaluedecidedbytrainingimages.Experimentalresultsshowthattheproposedmethodperformsbetterthanthegrayhistogram-basedmethod.Ithaslesssensitivitytotheinhomogeneousofillumination,andhasmorerobustnessandreliabilityofdefectdetectionwithlowerpseudorejectrate.
简介:Thepaperpresentsamulti-scalemodellingapproachforsimulatingmacromoleculesinfluidflows.Macromoleculetransportatlownumberdensitiesisfrequentlyencounteredinbiomedicaldevices,suchasseparators,detectionandanalysissystems.Accuratemodellingofthisprocessischallengingduetothewiderangeofphysicalscalesinvolved.Thecontinuumapproachisnotvalidforlowsoluteconcentrations,butthelargetimescalesofthefluidflowmakepurelymolecularsimulationsprohibitivelyexpensive.Apromisingmulti-scalemodellingstrategyisprovidedbythemeta-modellingapproachconsideredinthispaper.Meta-modelsarebasedonthecoupledsolutionoffluidflowequationsandequationsofmotionforasimplifiedmechanicalmodelofmacromolecules.Theapproachenablessimulationofindividualmacromoleculesatmacroscopictimescales.Meta-modelsoftenrelyonparticle-correctoralgorithms,whichimposelengthconstraintsonthemechanicalmodel.Lackofrobustnessoftheparticle-correctoralgorithmemployedcanleadtoslowconvergenceandnumericalinstability.AnewFAstLinearCOrrector(FALCO)algorithmisintroducedinthispaper,whichsignificantlyimprovescomputationalefficiencyincomparisonwiththewidelyusedSHAKEalgorithm.ValidationofthenewparticlecorrectoragainstasimpleanalyticsolutionisperformedandimprovedconvergenceisdemonstratedforssDNAmotioninalid-drivenmicro-cavity.
简介:Climbingrobotsareofpotentialuseforsurveillance,inspectionandexplorationindifferentenvironments.Inparticular,theuseofclimbingrobotsforspaceexplorationcanallowscientiststoexploreenvironmentstoochallengingfortraditionalwheeleddesigns.Toadheretosurfaces,biomimeticdryadhesivesbasedongeckofeethavebeenproposed.Thesebiomimeticdryadhesivesworkbyusingmulti-scalecompliantmechanismstomakeintimatecontactwithdifferentsurfacesandadherebyusingVanderWaalsforces.Fabricationoftheseadhesiveshasfrequentlybeenchallenginghowever,duetothedifficultyincombiningmacro,microandnanoscalecompliance.Wepresentanallpolymerfootdesignforusewithahexapodclimbingrobotandafabricationmethodtoimprovereliabilityandyield.Ahighstrength,low-modulussilicone,TC-5005,isusedtoformthefootbaseandmicroscalefibresinonepiecebyusingatwopartmold.Amacroscalefootdesignisproducedusinga3Dprintertoproduceabasemold,whilelithographicdefinitionofmicroscalefibresinathickphotoresistformsthe‘hairs’ofthepolymerfoot.Theadhesionofthesiliconefibresbythemselvesorattachedtothemacrofootisexaminedtodeterminebeststrategiesforplacementandremovaloffeettomaximizeadhesion.Resultsdemonstratethesuccessfulintegrationofmicroandmacrocompliantfeetforuseinclimbingonavarietyofsurfaces.
简介:Amodelhelicopterismoredifficulttocontrolthanitsfullscalecounterpart.Thisisduetoitsgreatersensitivitytocontrolinputsanddisturbancesaswellashigherbandwidthofdynamics.Thisworkisfocusedondesigningpracticaltrackingcontrollerforasmallscalehelicopterfollowingpredefinedtrajectories.Atrackingcontrollerbasedonoptimalcontroltheoryissynthe-sizedasapartofthedevelopmentofanautonomoushelicopter.Someissueswithregardstocontrolconstraintsareaddressed.Theweightingbetweenstatetrackingperformanceandcontrolpowerexpenditureisanalyzed.Overallperformanceofthecontroldesignisevaluatedbasedonitstimedomainhistoriesoftrajectoriesaswellascontrolinputs.
简介:Wepresentamathematicalmethodforaccelerationworkspaceanalysisofcooperatingmulti-fingerrobotsystemsusingamodelofpoint-contactwithfriction.Anewunifiedformulationfromdynamicequationsofcooperatingmulti-fingerrobotsisderivedconsideringtheforceandaccelerationrelationshipsbetweenthefingersandtheobjecttobehandled.Fromthedynamicequation,maximumtranslationalandrotationalaccelerationboundsofanobjectarecalculatedundergivenconstraintsofcontactconditions,configurationsoffingers,andboundsonthetorquesofjointactuatorsforeachfinger.Here,therotationalaccelerationboundscanbeappliedasanimportantmanipulabilityindexwhenthemulti-fingerrobotgraspsanobject.Toverifytheproposedmethod,weusedasetofcasestudieswithasimplemulti-fingermechanismsystem.Theachievableaccelerationboundaryintaskspacecanbeobtainedsuccessfullywiththeproposedmethodandtheaccelerationboundarydependsontheconfigurationsoffingers.
简介:QuestionsconcerningthefunctionalroleofthehollowregionofthebutterflyPyrameisatalanta(L.)scaleareexperimentallyinvestigated.Attentionwasinitiallydirectedtothisproblembyobservationofthecomplexmicrostructureofthebutterflyscaleaswellasotherstudiesindicatinghigherliftonbutterflywingscoveredwithscale.Theaerodynamicforcesweremeasuredfortwooscillatingscalemodels.ResultsindicatedthattheaircavityofanoscillatingmodelofthePyrameisatalanta(L.)scaleincreasedtheliftbyafactorof1.15andreducedthedampingcoefficientsbyafactorof1.38.Themodificationoftheaerodynamiceffectsonthemodelofbutterflyscalewasduetoanincreaseofthevirtualairmass,whichinfluencedthebody.Thehollowregionofthescaleincreasedthevirtualairmassbyafactorof1.2.Thevirtualmassofthebutterflyscalewiththehollowregionwasrepresentedasthesumofairmassoftwoimaginarygeometricalfigures:acircularcylinderaroundthescaleandaright-angledparallelepipedwithinthehollowregion.TheinteractionmechanismofthebutterflyPyrameisatalanta(L.)scalewithaflowwasdescribed.Thisnovelinteractionmechanismexplainedmostgeometricalfeaturesoftheairpermeablebutterflyscale(invertedV-profileoftheridges,nozzleofthetipedge,hollowregion,andopeningsoftheupperlamina)andtheirarrangement.
简介:Theobjectiveofthisstudyistoinvestigatethebiomechanicalfunctionsofthehumanankle-tootcomplexduringthestancephaseofwalking.Thethree-dimensional(3D)gaitmeasurementwasconductedbyusinga3Dinfraredmulti-camerasystemandaforceplatearraytorecordtheGroundReactionForces(GRF)andsegmentalmotionssimultaneously.Theankle-footcomplexwasmodelledasafour-segmentsystem,connectedbythreejoints:talocruraljoint,sub-talarjointandmetatarsophalangealjoint.Thesubject-specificjointorientationsandlocationsweredeterminedusingafunctionaljointmethodbasedontheparticleswarmoptimisationalgorithm.TheGRFmomentarmsandjointmomentsactingaroundthetalocruralandsub-talarjointswerecalculatedovertheentirestancephase.Theestimatedtalocruralandsub-talarjointlocationsshownoticeableobliquity.Thekinematicandkineticresultsstronglysuggestthatthehumanankle-footcomplexworksasamechanicalmechanismwithtwodifferentconfigurationsinstancephaseofwalking.TheseleadtoasignificantdecreaseintheGRFmomentarmstherebyincreasingtheeffectivemechanicaladvantagesoftheankleplantarflexormuscles.Thisreconfigurablemechanismenhancesmuscleeffectivenessduringlocomotionbymodulatingthegearratiooftheankleplantarflexormusclesinstance.Thisstudyalsorevealsmanyfactorsmaycontributetothelocomotorfunctionofthehumanankle-footcomplex,whichincludenotonlyitsre-configurablestructure,butalsoitsobliquelyarrangedjoints,thecharacteristicheel-to-toeCentreofPressure(COP)motionandalsothemediallyactingGRFpattern.Althoughthehumanankle-footstructureisimmenselycomplex,itseemsthatitsconfigurationandeachconstitutivecomponentarewelltunedtomaximiselocomotorefficiencyandalsotominimiseriskofinjury.Thisresultwouldadvanceourunderstandingofthelocomotorfunctionoftheankle-footcomplex,andalsotheintrinsicdesignoftheankle-footmusculoskeletalstructure.Moreover,this
简介:Overthelastdecade,computationalmethodshavebeenintensivelyappliedtoavarietyofscientificresearchesandengi-neeringdesigns.Althoughthecomputationalfluiddynamics(CFD)methodhasplayedadominantroleinstudyingandsimu-latingtransportphenomenainvolvingfluidflowandheatandmasstransfers,inrecentyears,othernumericalmethodsforthesimulationsatmeso-andmicro-scaleshavealsobeenactivelyappliedtosolvethephysicsofcomplexflowandfluid-interfaceinteractions.Thispaperpresentsareviewofrecentadvancesinmulti-scalecomputationalsimulationofbiomimeticsrelatedfluidflowproblems.Thestate-of-the-artnumericaltechniques,suchaslatticeBoltzmannmethod(LBM),moleculardynamics(MD),andconventionalCFD,appliedtodifferentproblemssuchasfishflow,electro-osmosiseffectofearthwormmotion,andself-cleaninghydrophobicsurface,andthenumericalapproachesareintroduced.Thenewchallengingofmodellingbiomi-meticsproblemsindevelopingthephysicalconditionsofself-cleanhydrophobicsurfacesisdiscussed.
简介:MultipleUninhabitedAerialVehicles(multi-UAVs)coordinatedtrajectoryreplanningisoneofthemostcomplicatedglobaloptimumproblemsinmulti-UAVscoordinatedcontrol.Basedontheconstructionofthebasicmodelofmulti-UAVscoordinatedtrajectoryreplanning,whichincludesproblemdescription,threatmodeling,constraintconditions,coordinatedfunctionandcoordinationmechanism,anovelMax-MinadaptiveAntColonyOptimization(ACO)approachispresentedindetail.Inviewofthecharacteristicsofmulti-UAVscoordinatedtrajectoryreplanningindynamicanduncertainenvironments,theminimumandmaximumpheromonetrailsinACOaresettoenhancethesearchingcapability,andthepointpheromoneisadoptedtoachievethecollisionavoidancebetweenUAVsatthetrajectoryplannerlayer.Consideringthesimultaneousarrivalandtheair-spacecollisionavoidance,anEstimatedTimeofArrival(ETA)isdecidedfirst.ThenthetrajectoryandflightvelocityofeachUAVaredetermined.Simulationexperimentsareperformedunderthecomplicatedcombatingenvironmentcontainingsomestaticthreatsandpopupthreats.Theresultsdemonstratethefeasibilityandtheeffectivenessoftheproposedapproach.