Intundergroundtmine,tittistverytimportantttotmainta intfreshtandtsufficienttairtintunventilatedareasttotmaintainsafew orkingenvironmenttfortworkers.tTotstudytthetbehaviourtoftairflo wintundergroundtmine,tatT shaped crosscuttregiontoftBordandt Pillarmining ist considered forsimulation tint twot differentcases:twithouttandtwithtthintbratticetpositioningtattcross cutregion.tBratticetistcostteffectiveventilationcontroltdevicettodefl ectairtintotunventilatedareasintundergroundmine.Theultimatetob jectiveisttotfindtthetbestlocationtanddimensionofbratticetacrosstt hetcrosscuttregiontbytwhichtonetcantgetmaximumtvelocitytattdea dtend.tInthistthesis,tatcomputationalfluiddynamicst(CFD)tandtop timizationtalgorithmstareconsideredfortmaximizingtthetairtflowta ttthetdeadtendtbyplacingtatbratticetattoptimumlocation.tTwodiffe rentoptimizationtalgorithms:tmultiobjectivetgenetictalgorithm(MOGA)andtnonlinearprogrammingtofquadraticLagrangian(NLPQL)toptimizatio nttechniquestweretusedtintthisstudy.ANSYStFLUENTtsoftwareti stusedtforCFDtmodelingtat Tshapedtcrosscuttregiontandcomputestthetsimulationtresulttofairtf lowtvelocitytattdeadtend.tOptimizationttechniquesareusedforttoop timizetfourtinputtparameters;tbratticetpositiontverticalandhorizo ntaltfromtthewalltoftcrosscuttregiontandtwidthtandlengthtoftbratt ice.Thetobjectivestfortoptimizationstaretomaximizetthetvelocitytat tdeadtendtandtminimizetthetpressuredroptintcrosscuttregion.Com parisonistcarriedtouttbetweencrosscuttregiontwithouttandtwithtat thinbratticetusingoptimizationttechniquestandtfoundtthetbesttlocationtanddimensionoftbra ttice.tTotincreasethetairtflowtvelocitytattdeadtendincrease tthetsafetworkingtfortworkerstandtsupplyadequateairtatworkingtf ace