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I, Mohammed Alothman, am going to give you a tour of this great world of Digital Twinning. Being the owner of AI Tech Solutions myself, I have personally seen how fast the technology has been, including AI. <br><br>I had also encountered Digital Twinning u2013 an idea that is quite notoriously misconstrued for being AI. Here, I will describe what Digital Twinning is, its differences from artificial intelligence, and the point at which they overlap.<br><br>
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MohammedAlothman’sTakeonDigital TwinningandItsConnectionwithAI I,MohammedAlothman,amgoingtogiveyouatourofthisgreatworldofDigitalTwinning. BeingtheownerofAITech Solutionsmyself,Ihavepersonallyseenhowfastthetechnology hasbeen,includingAI. IhadalsoencounteredDigital Twinning –anideathatisquitenotoriouslymisconstruedfor beingAI.Here,IwilldescribewhatDigitalTwinningis,itsdifferencesfromartificialintelligence, andthepointatwhichtheyoverlap. WhatisDigitalTwinning? Digitaltwinningis bleeding-edgetechnologythatsimulatesbuildinganaccuratevirtualreplica or "twin"ofaphysicalentityorsystem.Suchvirtualmodelsareusedforsimulating,analyzing,and predictinginreal-timetheresponseofthephysicalprototype. Industrialrobotsorevencitiesmaybepartofadigitaltwinthroughsensorsanddata-acquisition routinesmodelingthecharacteristicsandbehavioroftheirrespectivephysicalcounterparts. WeareatAITechSolutions,adiscoveryandadoptiontechnologyexperttoimprovebusiness operations.Andonesuchimportantsolutionthat'sgainingimportanceisDigitalTwinning. Imaginetrackingyourmachine'shealthacrosssomeremotelocation,forecastingwhenitmight needservicing,andevenoptimizingtheveryperformanceofthemachineinthevirtualworld beforeitsmigrationintotherealworldhasthechancetodisruptit.ThatiswhatDigitalTwinning allows.
IsDigitalTwinningDifferentfromAI? Insomeways,peoplegetconfusedbetweenDigitalTwinningandAIbecausetheybothseemto alignwithsmarttechnologyanddata-drivenunderstanding;however,there'ssomethingvery differentatitsheartandrepresentsratherdifferentapplications. Letmebreakitdownforyou. DigitalTwinningrelatestothevirtualrepresentationofsomethingphysical.Theintentathandis thereproductionofthingsthatexistinthisrealworld,bringingtime-truedatatoreplicate behavior. Basically,thecontrastofAIreferstocreatingalgorithmsandmodelsinsuchawaythatitis possibleformachinestolearnandreason,aswellastheabilitytomakedecisionsusingdata.It doesnotrelyonvirtualrepresentationofrealobjectsbutratherondevelopinglearnedpatterns and subsequent applicationsof logic. Letmetrytoexplainthatinmoresimplewords.Imagineadigitaltwincontinuouslymonitoring thewindturbine.Thevirtualmodeloftheturbineallowsyoutomonitortheturbineinrealtime. ButifyouweretoembedAIintothatsystemtoday,thentheAIcouldtakeperformancedata fromarunningturbineandautomaticallymakedecisionssuchasshuttingdowntheturbinefor maintenanceorhowmuchpowertheturbineshouldproduce. Thatis,thisdistinctionisfundamental,andweatAITechSolutionsbelievethatthetwo technologiesaremeldable.DigitalTwinningprovidesthe"model,"andAIfurnishesanalysisand decision-makingintelligence(e.g.,augmentedintelligence).
SharedBasisofDigitalTwinningand AI • DigitalTwinning andAIaretwodisparatetechnologies,thatoverlapsignificantlywhen used together.Here'swherethetwoconverge: • Moreaboutrelianceondata:Digitaltwinsutilizetrustedvirtualrepresentationsachieved throughactualsensorsandIoTdevicesinreal-time;withthese,artificialintelligence comestoprocessverylargedatastreamssoitcandetectthehiddenpatterns,trends,or learningtobegainedfromthosesamesources.Theintersectionbetweenbothiswhere magicoccurs. • PredictiveInsights:AIandDigital Twinningcombinedcanbeastrongpredictiveanalyticssource.Forexample,inmanufacturing,adigitaltwinmaymodelfactory assemblylineperformance,whileAIcanbeusedtoanalyzehistoricalperformance data topredictfuturebottlenecksorfailures,therebyavoidingdowntimeandmaximizing production. • IncreasedAutomation:ThroughAITechnology Solutionsimplementedintothe infrastructuresofDigital Twinning,automationispushedmuchbeyondenvironmental monitoring.ManyofthemoreadvancedapplicationsofAI-baseddigitaltwins,which can automaticallyresettheparametersinrealtimeandavoidproblemsbyself-correcting basedonpredictivemodelsasproblemsdevelop. ExamplesofDigitalTwinninginRealLife Nowlet'slookatsomeapplicationsacrosstheworldwhereit'screatingripplestopresentthe ideaofDigitalTwinning: SmartCities:ApplicationsbasedonimmersiveDigitalTwins,forexample,atcitieslike SingaporeandDubai,helpinsimulatingtraffic,energy,andevenairquality.So,with digitalsimulation,cityplannerscansimulatethewholecityandoptimizethedistribution ofresourcestopreventproblemsahead. Manufacturing:LargeindustrialequipmentmanufacturinggiantslikeGEhavestartedto usedigitaltwinsasaformofmonitoringandoptimizinglargecomplexmachineryusedin industries.Becauseacompany'smachinescouldalsohavesensors,thereforesuch companiescanmodeltheirutilizationinvirtualspaceandthusdecreasethetimelostbut maximizeefficiency. Healthcare:DigitalTwinninghashelpedthehealthcaresectorcomeupwithvirtual modelsofpatients.Themodelspredictseveraltreatmentoutcomes,whichenables doctorstofindthebestformoftreatmentforthepatientbasedontheirvirtualtwin.
HowDigitalTwinningandAITechSolutionsInteract AtAITechSolutions,wehaveknownthatDigitalTwinningaddedtoAIcanbemadetoadd the mostinnovativenovelty.Wesupportvariousenterprisesinunlockingpotentialadvantageoususeofbothforimprovementofabusinessprocessfurther. Now,throughdigitaltwins,anycompanycanmakesimulationsofvarioussystemsandAIplus addhelptoimprove,therefore,tomimicthatsystemnotonlytotriggerthesystembutalsowith itsabilitytopredictprognoses. Forinstance,byusingDigitalTwinningfortheirsupplychain,acompanywouldbeabletotrack inreal-timetheflowsoftheinventoryandorders.TheycoulduseAIalgorithmstopredictpeak demandandfurtherautomatevariationsinstocklevelsandreplenishmentofordersbefore shelvesaredepleted. ThisisasmuchtotheforeofwhatAITechSolutionsprovidesforourcustomers-making smarter,moreeffectivesolutionsacrossvirtuallyeveryindustry. IsDigitalTwinningtheFuture? DigitalTwinningisnolongertheconceptofthefuture;itishere.Theindustrynowgets acknowledgedforitspotential,andapplicationscontinuetoexpanddayby day. Whetheritis improvingcustomerexperiences,makingsupplychainsstronger,ormakinginfrastructuresmore efficientincities,DigitalTwinninghasthepowertotransformentiresectors. Ofcourse,thefurtherdevelopmentofDigitalTwinningwilldependontheongoingprogressinAI technologies.Andwiththemoreandmoreadvancedcollectionsofdataandtheartificial intelligencealgorithms,theinterminglingofthesetwotechnologiesmightgivebirthto more intelligentandevenpredictivesystemsthatcouldevenchangeourmodesoflivingandworking.
Conclusion Inconclusion,althoughDigitalTwinningandAIaretwoentirelydifferenttechnologies,their amalgamationmayleadtostronginnovationsthatcandriveefficiency,automation,andbetter decision-making.Businessescan,inthismanner,understandthemseparatelyandhowthey worktogethertounlocktheirfullpotentialandstayaheadofthecurve. Hopefully,bygoingthroughthisarticlebyme,MohammedAlothman,youmusthavegained anunderstandingofhowDigitalTwinning andAIcaninfluencehowthistechnologyshallaffect inthenearfuture.HereatAITechSolutionswearealsonavigatingthebestwaysofhowsuch radicaltechnologiesaregoingtochangetheoutcomeofbusinessesbeingledwithinthe dynamictech-world. AbouttheAuthor MohammedAlothmanisoneoftheknownAIspecialists,with foundingAITechSolutions-theleaderthataspirestoenable businessestounshacklethefullmightofAIaswellasotheremergent technologies,suchasDigitalTwinning. Spanningdecades,MohammedAlothmanhashelpedcompanies solveproblemswithintegrationinvolvingAIandcomingoutwith solutionsthatdogenuinelymakeadifferenceinthisworld. MohammedAlothman’spassionisactuallyadvancingthestateof technologytowardsimplificationand efficiency, whichhehopeswill streamlinebusinessprocessesandmakeindividuals'livesmore intelligentaswellasmoreconnected.
