Remote Mining Operations

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    CLUSTER RESEARCH

    REPORT

    No. 2.10

    REMOTE MINING OPERATIONS

    Economic Impact of Autonomous an

    R!mot! O !"ation Minin

    $anua"% 201&

    P"!pa"! '%(

    Michael Chappell and Tessa Jack Pracsys

    )o"(

    CSIRO Minerals Down Under National Research Flaship

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    Re!ote Minin Operations Jan"ary @A5:

    ii

    ISCLAIMER

    The in$or!ation contained in this report has )een prepared with care )y the a"thors and

    incl"des in$or!ation $ro! apparently relia)le secondary data so"rces which the a"thors ha&e

    relied on $or co!pleteness and acc"racy* Bowe&er, the a"thors do not "arantee thein$or!ation, nor is it intended to $or! part o$ any contract* 2ccordinly all interested parties

    sho"ld !ake their own in3"iries to &eri$y the in$or!ation and it is the responsi)ility o$

    interested parties to satis$y the!sel&es in all respects*

    This report is only $or the "se o$ the party to who! it is addressed and the a"thors disclai!

    any responsi)ility to any third party actin "pon or "sin the whole or part o$ its contents*

    Document Control

    DocumentVersion

    Description Prepared By Approved By Date Approved

    v 1.0 Remote MiningOperations

    Tessa Jack Michael Chappell 5 April 2012

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    iii

    CONTENTS

    E/ECUTIE SUMMAR

    1. INTROUCTION 3

    2. *AC,GROUN 4

    &. ECONOMIC IMPACT MOEL 5

    :*5* )asis $or analysis

    :*@* data 5A

    . ANALSIS 12

    ;*5* c"rrent sit"ation 5@

    ;*@* ind"stry str"ct"re 5;

    ;*:* Scenario description 58

    ;*;* 2ss"!ptions 59

    6. RESULTS 22

    *5* direct econo!ic i!pact% e!ploy!ent @@

    *@* indirect econo!ic i!pact% pop"lation @@

    *:* ind"ced econo!ic i!pact% e-pendit"re E )"siness @:

    *;* INd"ced IMP2CT pop"lation dri&en co!!"nity ser&ices @;

    3. CONCLUSIONS 23

    8*5* key $indins @8

    8*@* i!plications @8

    8*:* re3"ire!ent $or $ollow "p work @8

    7. RECOMMENATIONS 27

    9*5* a chane in work$orce str"ct"re d"e to a"to!ation @9

    9*@* contraction.e-pansion o$ local ind"stry E ser&icin capa)ility @9

    9*:* i!pact on econo!ic acti&ity d"e to a chane in work$orce str"ct"re @9

    9*;* i!pact on de!and $or local pop"lation dri&en ser&ices @9

    4. RE)ERENCES 24

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    ;

    EXECUTIVE SUMMARY

    This report has )een prepared $or the Centre $or Social Responsi)ility in Minin /CSRM0 at the

    Uni&ersity o$ 1"eensland* CSRM has )een in&estiatin the potential i!pacts on reional

    co!!"nities o$ a"tono!o"s and re!ote operation technoloies in 2"stralian !inin* This

    work has )een cond"cted as part o$ the Mineral F"t"res Colla)oration Cl"ster, a research

    prora! in&ol&in the Co!!onwealth Scienti$ic and Ind"strial Research Oranisation /CSIRO0

    and $i&e 2"stralian "ni&ersities*

    2 chane in the work$orce str"ct"re o$ the !inin ind"stry, d"e to a !o&e towards

    a"tono!o"s and re!ote operation o$ key $"nctions in the !inin process, !ay not only

    i!pact on the n"!)er o$ residential workers' it !ay also a$$ect pop"lation dri&en ser&ices and

    the local ind"stry )ase*5Research cond"cted )y CSRM s"ests that A per cent o$ in#pit roles

    /$or an open#c"t iron ore !ine0 !ay no loner )e re3"ired with the introd"ction o$ a $"lly

    a"tono!o"s tr"ck $leet* This co"ld lead to an o&erall contraction o$ !ine site e!ploy!ent )y

    appro-i!ately :; per cent* The s")se3"ent chane in work$orce str"ct"re !ay ha&e a $low# one$$ect on other ind"stries in !inin towns, creatin e!ploy!ent, econo!ic and social i!pacts*

    Pracsys atte!pted to pro$ile the e!ploy!ent $i"res and work$orce str"ct"re $or all

    operational open#c"t iron ore !ines in the Pil)ara, Gestern 2"stralia* D"e to the di$$ic"lties

    $aced with collectin this data, work$orce data $or an e-e!plar !ine site pro&ided )y the

    CSRM was applied to each o$ the operatin open#c"t iron ore !ines* The e$$ects o$ ha"l tr"ck

    a"to!ation on the c"rrent e!ploy!ent str"ct"re and the con&ersion o$ (o) type $or the

    e-istin residential and $ly#in $ly#o"t /FIFO0 work$orce were assessed*

    CSRM de&eloped $o"r scenarios to e-plore di$$erent possi)le $"t"res $or the lare#scale "ptake

    o$ a"tono!o"s and re!ote operation technoloies in 2"stralia !inin* These scenarios were

    "sed to pro!ote disc"ssion and in$or! the identi$ication o$ societal i!plications o$

    a"tono!o"s and re!ote operation technoloies at a ro"ndta)le held in Sydney in No&e!)er

    @A55* The scenarios were also "sed to !odel the potential socio#econo!ic i!pacts o$

    a"to!ation in this co!ponent o$ the research*

    Under all scenarios and options !odelled there is a net chane in direct e!ploy!ent* The

    chane in e!ploy!ent in each o$ the scenarios is a co!)ination o$ $irst, second and third

    order (o)s lost at each o$ the !ines within a 9 kilo!etre /k!0 radi"s o$ the selected town /as

    the dri&in threshold0, d"e to a"to!ation and re!ote operations* I$ a !ine is located $"rther

    than 9 k! $ro! the nearest town, the work$orce is ass"!ed to )e 5AA per cent FIFO* The

    scenarios that res"lt in a positi&e i!pact on residential e!ploy!ent are Scenario @% S!art

    Reions and Scenario ;% Reions 2dapt, with the re!ote operations centre located in town*

    Under all scenarios and options !odelled there is a net chane in the town pop"lation and the

    n"!)er o$ occ"pied ho"seholds, $ollowin the introd"ction o$ a"tono!o"s ha"l tr"cks* The

    res"lts show that there is a positi&e chane in pop"lation and n"!)er o$ occ"pied ho"seholds

    when the re!ote operations centre associated with the operation o$ the !ine is located in the

    town* The scenarios that ha&e a positi&e i!pact on residential pop"lation are Scenario @%

    S!art Reions and Scenario ;% Reions 2dapt* This is e-pected as they are also the scenarios

    that res"lt in a positi&e chane in residential e!ploy!ent*

    The res"lts show that the reater the chane in e!ploy!ent, the reater the chane in

    pop"lation* 2 red"ction or addition o$ one (o) in town does not res"lt in a decrease or

    increase in town pop"lation )y one* The !odel has )een constr"cted to represent the

    5Pop"lation dri&en co!!"nity ser&ices are those social ser&ices s"ch as ed"cation, policin and health

    that recei&e o&ern!ent $"ndin at le&els correspondin to threshold pop"lation or ho"sehold

    n"!)ers*

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    ho"sehold str"ct"re o$ two reional towns in the Pil)ara shire o$ 2sh)"rton, HTown 2 and

    HTown >* The residential work$orce is !ade "p o$ $a!ilies, ro"p ho"seholds and lone

    persons* The chane in residential work$orce res"lts in a chane in pop"lation incl"din entire

    $a!ilies as well as ro"p ho"seholds and lone persons*

    Under all scenarios and options !odelled there is a net chane in con&enience retaile-pendit"re capt"red in town* The scenarios that ha&e a positi&e i!pact on retail e-pendit"re

    capt"red in town are Scenario @% S!art Reions and Scenario ;% Reions 2dapt, with the

    re!ote operations centre located in town* The less e-pendit"re leaked $ro! town, the reater

    the chance o$ town )"siness s"r&i&al*

    2 pop"lation chane d"e to a chane in the work$orce str"ct"re, in partic"lar the residential

    work$orce !ay lead to a chane in pop"lation dri&en co!!"nity ser&ices and $"ndin /in

    partic"lar, ser&ices relatin to health and ed"cation0* Metal ore !inin and school ed"cation

    are the top two ind"stries o$ e!ploy!ent in )oth Town 2 and Town >* The a"to!ation o$ key

    !inin operations !ay ha&e a sini$icant econo!ic and e!ploy!ent e$$ect on the Shire o$

    2sh)"rton*Indicati&e data pro&ided )y CSRM s"ests that eiht per cent o$ the total work$orce is

    Indieno"s /)ased on Rio Tinto !ine sites0* 2ppro-i!ately A per cent o$ these personnel are

    residentially )ased workers li&in in the Pil)ara*

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    1. INTRODUCTION

    2"tono!o"s and re!ote operation technoloies are )ein trialled and e!ployed to &aryin

    derees across 2"stralian !ine sites* These new technoloies will )rin with the! a chane in

    the work$orce str"ct"re and !anae!ent practices in 2"stralian !inin that co"ld re#de$ine

    the social and econo!ic de&elop!ent opport"nities associated with !inin*

    R!s!a"c8 o'9!cti:!

    The Centre $or Social Responsi)ility in Minin /CSRM0 co!!issioned Pracsys to in&estiate the

    potential socio#econo!ic i!pacts o$ the lare#scale "ptake o$ a"tono!o"s and re!ote

    operation technoloies in the Pil)ara reion*

    P"o9!ct "ationa+!

    2"tono!o"s and re!ote operation technoloies co"ld trans$or! the 2"stralian !inin

    ind"stry o&er the ne-t 5A#5 years* These technoloies in&ol&e the $"ll or partial re!o&al o$

    h"!an operators $ro! co!ponents o$ the !inin process and the sophisticated interation o$syste!s, deli&erin !a(or e$$iciencies in prod"ction as well as $"nda!entally chanin the

    !inin process* These technoloies will instiate a chane in the nat"re o$ e!ploy!ent in the

    !inin sector and as a res"lt, the way in which !ines interact with the co!!"nities in which

    they operate*

    The introd"ction o$ these new technoloies, co!)ined with the !o&e to co#locate workers in

    centralised re!ote operation centres, is likely to res"lt in the red"ction o$ so!e roles # in

    partic"lar on#site operator roles* This has potentially sini$icant i!plications $or se!i#skilled

    and "nskilled workers who li&e in reional and re!ote areas and are not eoraphically !o)ile

    /partic"larly Indieno"s e!ployees0* It is also likely to pro&ide i!pro&ed e!ploy!ent

    opport"nities thro"h the creation o$ new roles re3"irin hiher#order skills, in less re!otelocations and potentially !ore s"ita)le to a wider rane o$ people /e** wo!en and older

    workers0*

    This pro(ect ai!s to contri)"te to o"r "nderstandin o$ the potential chane in the !inin

    work$orce str"ct"re and the related i!plications $or !inin co!!"nities, arisin $ro! the

    lare#scale "ptake o$ a"tono!o"s and re!ote operation technoloies*

    For an introd"ction to these technoloies and their potential societal i!plications, see McNa)

    and as3"e?, @A55*

    R!s!a"c8 cont!;t

    This is part o$ a )roader pro(ect in&estiatin the societal i!plications o$ a"tono!o"s andre!ote operation technoloies in 2"stralian !inin )ein "ndertaken as part o$ the

    Technoloy F"t"res pro(ect within the Mineral F"t"res Colla)oration Cl"ster*@

    Scop! of "!s!a"c8

    This report "ses open#c"t iron ore !inin in the Pil)ara as a case st"dy $or assessin the

    potential i!pacts o$ a"tono!o"s and re!ote operation technoloies on the !inin work$orce

    str"ct"re and the associated socio#econo!ic i!pacts on !inin co!!"nities*

    The Technoloy F"t"res pro(ect $oc"ses on s"r$ace !inin o$ )"lk co!!odities s"ch as iron

    ore )eca"se, this $or! o$ !inin acco"nts $or the !a(ority o$ people e!ployed in !inin now

    and into the $"t"re /)ased on c"rrent pro(ections0* It also represents the reatest potential $or

    @http%..www*csiro*a".en.Oranisation#Str"ct"re.Flaships.Minerals#Down#Under#Flaship.!ineral#

    $"t"res.!ineral#$"t"res#colla)oration#cl"ster*asp-*

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    the "ptake o$ a"tono!o"s and re!ote operations technoloies in the $"t"re /McNa) and

    arcia#as3"e?, @A550*

    There are a n"!)er o$ co!ponents o$ the !inin process that co"ld )e a"to!ated, potentially

    chanin the work$orce str"ct"re o$ an open#c"t iron ore !ine* Operations that !ay )e

    s")(ect to a"to!ation incl"de ha"l tr"cks, rail /train dri&ers and loadin0, drillin and )lastin*CSRM identi$ied ha"l tr"cks as )ein the !ost likely $"nction to )e $"lly a"to!ated* This report

    is there$ore )ased on !odellin the work$orce i!pacts o$ replace!ent technoloy $or ha"l

    tr"cks and the a$$ects this chane in work$orce str"ct"re co"ld ha&e on !inin co!!"nities*

    R!s!a"c8 outputs

    This report de!onstrates so!e aspects o$ the social and econo!ic i!pacts that a"to!ation

    and re!ote operation technoloies co"ld ha&e on two !inin towns in the Pil)ara reion,

    KTown 2+ and KTown >+*

    In con("nction with this report, Pracsys has )"ilt a predicti&e !odel that allows the "ser to

    assess the work$orce and pop"lation e$$ects o$ a"to!ation and re!ote operation on KTown 2+

    and KTown >+*

    R!po"t St"uctu"!

    The report is str"ct"red as $ollows%

    L S!ction 1( Int"ouction

    L S!ction 2( *ac

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    0

    L The potential $or partic"lar (o)s to )e a"to!ated

    L The le&el o$ a"to!ation /non#a"to!ated, partially a"to!ated or $"lly a"to!ated0

    L The a$$ect that a $irst order (o) /the (o) that can )e a"to!ated0 will ha&e on the second

    and third order (o)s

    L Ghether the worker is e!ployed on a lon distance co!!"tin /FIFO0 )asis or li&es

    per!anently in a near)y co!!"nity /residential0

    L The location o$ the re!ote operations centre /on site, in the town selected or in Perth0*

    2 series o$ scenarios were de&eloped to depict the di$$erent le&els o$ direct chane in

    e!ploy!ent d"e to a"to!ation* These scenarios were !odelled to capt"re the potential

    indirect and ind"ced econo!ic and e!ploy!ent i!pacts that res"lt $ro! s"ch technoloical

    chanes*

    The chane in e!ploy!ent d"e to a"to!ation has a localisation and "r)anisation e$$ect* The

    localisation e$$ect !ay i!pact "pon the e!ploy!ent retained in local ind"stry* Direct inp"ts to

    !ine operations s"ch as tr"ck !anae!ent and !aintenance contracts !ay )e replaced with

    specialised FIFO !aintenance tea!s* The location o$ the re!ote operations centre will alsoa$$ect local ind"stry in ter!s o$ the n"!)er o$ residents e!ployed and the type and 3"ality o$

    e!ploy!ent*

    The "r)anisation e$$ect will lead to an alteration in "nderlyin pop"lation ho"sehold str"ct"re*

    The introd"ction o$ a"to!ation will res"lt in a chane o$ residential work$orce and pro)a)ly a

    $"rther shi$t away $ro! n"clear $a!ilies*

    =ocalisation e$$ects arise $ro! the co#location o$ $ir!s and )"sinesses in the sa!e type o$

    ind"stry* The )ene$its $or localisation econo!ies incl"de la)o"r poolin, the de&elop!ent o$

    ind"stries d"e to the increasin ret"rns to scale in inter!ediate inp"ts $or a prod"ct and the

    relati&e ease o$ co!!"nication and e-chane o$ s"pplies, la)o"r and inno&ati&e ideas*

    Ur)anisation e$$ects arise $ro! indi&id"al and corporate e$$orts to red"ce e-pense in

    co!!"tin and transportation, while i!pro&in opport"nities $or (o)s, ed"cation, ho"sin,

    and transportation* Ur)anisation per!its indi&id"als and $a!ilies to take ad&antae o$ the

    opport"nities o$ pro-i!ity, di&ersity, and !arketplace co!petition*

    The local "r)anisation and localisation e$$ects !ay ha&e sini$icant social and econo!ic

    i!pacts on a town*

    2 contraction in the !inin residential work$orce !ay res"lt in a contraction o$ town

    pop"lation and a red"ced n"!)er o$ occ"pied dwellins* Fewer ho"seholds in town will lead

    to a contraction in town econo!ic acti&ity and e-pendit"re capt"red )y local )"sinesses* 2n

    increase in the !inin residential work$orce !ay res"lt in an increase o$ town pop"lation andan increased n"!)er o$ occ"pied dwellins* 2 reater n"!)er o$ ho"seholds in town !ay lead

    to an increase in town econo!ic acti&ity and e-pendit"re capt"red )y local )"sinesses*

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    Town 2 and Town > were pro$iled, o"tlinin the c"rrent n"!)er o$ ho"seholds, pop"lation

    and ho"sehold e-pendit"re* Fa!ily, ro"p and lone person ho"sehold ratios were applied to

    the town pop"lation and the pop"lation e!ployed in !inin*

    D"e to the nat"re o$ the s")(ect !atter, it was di$$ic"lt to o)tain all data re3"ired to cond"ct aconcl"si&e analysis* In the a)sence o$ data, )ench!arkin, &aria)les and ass"!ptions were

    "sed* The $ollowin data was opti!ised $or the constr"ction o$ the !odel%

    2>S Cens"s Data, @AA8

    2>S Bo"sehold -pendit"re S"r&ey, @A5A

    2>S Cens"s Ta)le >"ilder

    2"tono!o"s and Re!ote Operations Technoloies in 2"stralia, CSRM

    This data and research ena)led Pracsys to )"ild a workin analytical !odel that represents the

    e$$ects o$ a"to!ation*

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    5@

    4. ANALYSIS

    The conte-t that s"rro"nds the !inin ind"stry and the pro$ile o$ Town 2 and Town > is

    o"tlined in this section and esta)lishes the $o"ndation $or a co!prehensi&e analysis*

    4.1. CURRENT SITUATION

    The c"rrent town pro$ile $or Town 2 and Town > ha&e the $ollowin characteristics and

    pop"lation dri&en co!!"nity ser&ices*

    Ta'+! 1( To>n A c8a"act!"istics

    Pop"lation @,9@5

    Fa!ily Bo"seholds 8@

    ro"p Bo"seholds @

    =one Person Bo"seholds 5:82&erae Bo"sehold Si?e @*

    Median Bo"sehold Inco!e @,A9

    =a)o"r Force 5,;9:

    =a)o"r Force Participation Rate ;

    Indieno"s Pop"lation *S Cens"s Data, @AA8

    The Indieno"s work$orce in Town 2 is @*9 per cent*

    Ta'+! 2( To>n A top fi:! inust"i!s of !mp+o%m!nt

    Inust"% of Emp+o%m!nt P!"c!nta#! of Tota+ -o""ildin, Cleanin and ardenin ser&ices :; /@*:0

    Sou"c!( 2>S Cens"s Data, @AA8

    Ta'+! &( To>n A popu+ation "i:!n communit% s!":ic!s&

    S!":ic! ?uantit%

    Pri!ary Schools @

    Secondary Schools 5

    Police 9

    Doctors :

    Sou"c!( Pracsys )ench!arkin, @A5@ /Depart!ent o$ d"cation and Trainin0

    :This ta)le shows the le&el o$ these social ser&ices in Town 2*

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    5:

    Ta'+! ( To>n * c8a"act!"istics

    Pop"lation 5,8A9

    Fa!ily Bo"seholds :85

    ro"p Bo"seholds 55

    =one Person Bo"seholds :

    2&erae Bo"sehold Si?e @*

    Median Bo"sehold Inco!e @,:;;

    =a)o"r Force is @*A per cent*

    Ta'+! 6( To>n * top fi:! inust"i!s of !mp+o%m!nt

    Inust"% of Emp+o%m!nt P!"c!nta#! of Tota+ -o"

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    5;

    Ta)le 9*

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    5

    Ta'+! 7( As8'u"ton !mp+o%m!nt s!+f=suffici!nc% @ESS an !mp+o%m!nt s!+f=containm!nt

    @ESC

    Inust"% of Emp+o%m!nt ESS ESC

    Total 5; ee$ Cattle and rain Far!in * The a"to!ation o$ key !inin operations !ay ha&e sini$icant econo!ic

    and e!ploy!ent e$$ect on the Shire o$ 2sh)"rton*

    2 chane in residential work$orce !ay ha&e direct and indirect social and econo!ic i!pacts on

    the local co!!"nity*

    4.2. INDUSTRY STRUCTURE

    2s e-plained earlier in this report, the econo!ic i!pact $ro! a chane in !inin ind"stry

    e!ploy!ent depends on the e-tent o$ localisation o$ !inin ind"stry inp"ts* I$ !ost inp"ts are

    Ki!ported+ $ro! other reions, then any red"ction o$ !inin ind"stry (o)s $ro! a"to!ationand re!ote operations !ay )e $elt !ostly o"tside the local co!!"nity* Con&ersely, i$ !ost

    inp"ts are enerated locally, any red"ction o$ !inin ind"stry (o)s $ro! a"to!ation and

    re!ote operations !ay )e $elt !ore keenly within the local co!!"nity*

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    58

    Metal ore !inin is the hihest e!ployin ind"stry in )oth Town 2 and Town >* The network

    o$ !etal ore !inin operations plays a lare role in the local ind"stry* Fi"re @ is a

    representation o$ inp"ts re3"ired to s"stain the !inin ind"stry*

    )i#u"! 2( N!t>o"< map fo" minin# inust"%

    Sou"c!% Pracsys, @A5@

    CSRM pro&ided Pracsys with an e-a!ple o$ la)o"r $orce )reak down $or an open#c"t iron ore

    !ine* This e!ploy!ent pro$ile /as shown in Fi"re :0 has )een applied to each o$ the

    operatin open#c"t iron ore !ines located in the Pil)ara* The a"to!ation o$ ha"l tr"cks !ay

    lead to a chane in the c"rrent e!ploy!ent str"ct"re, leadin to a potential

    contraction.e-pansion o$ the residential work$orce*

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    59

    )i#u"! &( An !;!mp+a" op!n=cut! i"on o"! min!

    Sou"c!% Pracsys, @A5@

    4.3. SCENARIO DESCRIPTIONThe Pil)ara towns o$ Town 2 and Town > ha&e )een analysed in each o$ the scenarios

    descri)ed )elow, which were de&eloped at a ro"ndta)le e&ent held in Sydney on No&e!)er @;

    @A55*

    The le&el o$ a"to!ation /A per cent or 5AA per cent0 was chosen ar)itrarily $or the p"rpose o$

    sensiti&ity analysis*

    The !odel co!pares the e!ploy!ent e$$ects on !inin towns )ased on%

    L The le&el o$ a"to!ation

    L The location o$ the re!ote operations centre

    4.3.1. Scenario 1: Brave New Mine

    2"tono!o"s !inin is widespread* 2"tono!o"s !inin operations are world standard with

    re!ote operations centres and !inin (o)s concentrated in capital cities and there are li!ited

    se!i#skilled on#site roles*

    Under Scenario 5, 5AA per cent o$ h"!an operated ha"l tr"cks are replaced with a"tono!o"s

    ha"l tr"cks* The (o) o$ the tr"ck dri&er is replaced with dri&erless tr"cks and re!ote operators*

    The replace!ent (o) is re!o&ed $ro! the site to a re!ote operations centre located in Perth*

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    Ta'+! 10( Automation c8an#! in !mp+o%m!nt B 9o' "!p+ac!m!nt "atios

    Mine site First OrderEmployment

    Second OrderEmployment

    Third OrderEmployment

    Non-automated 1 1 1

    Automated 0.25* 1 1

    Sou"c!% >ella!y and Pra&ica, @A5A /re!ainder Pracsys ass"!ptions0

    The $ollowin points e-plain these ass"!ptions in !ore detail%

    L 2 ratio o$ ; dri&ers lost to 5 re!ote operator ained is adopted $or $irst order (o)s

    L One residential worker is ass"!ed to occ"py one residential ho"sehold

    L 2 ratio o$ 5%5 is adopted $or second and third order (o)s lost and ained

    L The n"!)er o$ (o)s ained is only rele&ant i$ the re!ote operations centre is located inthe town or on site* It is ass"!ed that the i!pact $or a town is the n"!)er o$ (o)s lost

    with no ain i$ the re!ote operation centre is located in Perth /or other !a(or cities

    o"tside the !inin reions0*ariation in the le&el o$ a"to!ation $or the p"rpose o$ this report is solely $oc"sed on the

    a"to!ation o$ ha"l tr"cks* The ter! non#a"to!ated !eans that none o$ the !ines ha&e taken

    "p a"tono!o"s ha"l tr"cks, se!i#a"to!ated i!plies A per cent "ptake o$ a"tono!o"s ha"l

    tr"cks and $"lly a"to!ated re$ers to a 5AA per cent "ptake o$ a"tono!o"s ha"l tr"cks, at a

    partic"lar !ine site*

    4.4.2. FIFO/residential split assumptions

    The ass"!ptions "nderpinnin the FIFO.residential split o$ personnel at a non=automat!

    min! sit!are o"tlined in Ta)le 55*

    Ta'+! 11( )I)O"!si!ntia+ sp+it fo" non=automat! min! sit!s

    -o"

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    Ta)le 5@*

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    Ta'+! 12( )I)O"!si!ntia+ sp+it fo" automat! min! sit!s

    -o"nare o"tlined in Ta)le 5:*

    Ta'+! 1&( R!mot! op!"ation c!nt"! +ocat! in to>n

    Min! 76n Ratio

    FIFO :A

    Residential 9A

    So"rce% Pracsys ass"!ptions

    It is ass"!ed that there is a lower FIFO.residential split i$ the re!ote operations centre in

    located in town*

    4.4.3. Social and economic assumptions

    2ll !ine sites within the 9k! o$ Town 2 and Town > /dependin on which town is selected in

    the !odel0 are areated to show the total i!pact o$ e!ploy!ent d"e to a"to!ation*

    The ass"!ptions "nderpinnin the ho"sehold co!position o$ Town 2 and Town > are o"tlined

    in Ta)le 5; and

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    Ta'+! 16( A:!"a#! 8ous!8o+ si!

    Average Household Size

    Town A Town B

    Family 3.36 3.42Group 2.00 2.00

    LonePersons

    1.09 1.00

    Sou"c!( 2>S Cens"s Data, @AA8

    The ass"!ptions "nderpinnin the town e-pendit"re and the con&enience retail leakae rate

    are o"tlined in Ta)le 58 and Ta)le 59*

    Ta'+! 13( R!si!ntia+ !;p!nitu"! assumptionsD To>n A an To>n *

    Inco!e 1"intile2 ;

    2&erae weekly ho"sehold spend # con&enience retail > @S Cens"s Data @AA8, Pracsys )ench!arkin @A5@

    Ta'+! 17( )I)O !;p!nitu"! assumptions

    2&erae weekly spend.FIFO worker @;

    Con&enience -pendit"re =eakae Rate /select

    ite!s02,>

    9A

    Sou"c!( 2>S Cens"s Data @AA8, Pracsys )ench!arkin @A5@2

    Con&enience retail re$ers to e-pendit"re on essentials $ro! o"tlets s"ch as s"per!arkets,

    $ood stores, newsaents and con&enience stores*>

    =eakae re$ers to inco!e spent o"t o$ the local econo!y /ie leaked $ro! the local econo!y0*

    The ass"!ptions "nderpinnin pop"lation dri&en co!!"nity ser&ices are o"tlined in Ta)le 5

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    5. RESULTS

    5.1. DIRECT ECONOMIC IMPACT: EMPLOYMENT

    The direct econo!ic i!pact that !ay occ"r as a res"lt o$ a"to!atin a !inin operation is thenet chane in !inin e!ploy!ent* The predicti&e !odel "sed to assess this i!pact was

    constr"cted with a $oc"s on the residential work$orce and the town pop"lation* The direct

    e!ploy!ent e$$ect d"e to a"to!ation is there$ore centred on the Town 2 and Town >

    residential work$orce* Fo"r scenarios were !odelled to depict the chane in e!ploy!ent o$

    the residential work$orce*

    Under Scenario @% S!art Reions town, and Scenario ;% Reions 2dapt town, there is a

    positi&e net chane in residential e!ploy!ent* Under the re!ainin scenarios, where the

    re!ote operations centre has )een re!o&ed $ro! the town, there is a neati&e net chane in

    residential e!ploy!ent* The chane in e!ploy!ent d"e to a"to!ation and in each o$ the

    scenarios is a co!)ination o$ $irst, second and third order (o)s lost at each o$ the !ines within

    a 9k! radi"s o$ the selected town*

    The scenario that has the !ost sini$icant positi&e i!pact on residential e!ploy!ent is

    Scenario @% S!art Reions, with the re!ote operations centre located in town* The scenario

    that has the !ost sini$icant neati&e i!pact on residential e!ploy!ent is Scenario 5% >ra&e

    new !ine*

    Ta'+! 15( N!t c8an#! in !mp+o%m!nt

    Sc!na"io 1(

    *"a:! n!>

    min! B

    P!"t8

    Sc!na"io

    2( Sma"t

    R!#ions =

    To>n

    Sc!na"io 2(

    Sma"t

    R!#ions =

    Sit!

    Sc!na"io &(

    U"'an

    "ift B

    P!"t8

    Sc!na"io (

    R!#ions Aapt

    = To>n

    Sc!na"io (

    R!#ions Aapt =

    Sit!

    To>n A #@@8 55 #595 #55: 9 #n * #5:8 5n A #8n * #;A; ;8 #:A #@A@ @9: #5@L!:!+ of

    Automation5AA 5AA 5AA A A A

    Sou"c!( Pracsys analysis, @A55

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    Ta'+! 2( To>n * popu+ation "i:!n s!":ic!s !man

    Cu""!nt

    Supp+%

    *"a:!

    N!>

    Min!

    Sma"t

    R!#ions

    @To>n

    Sma"t

    R!#ions

    @sit!

    U"'an

    "ift

    R!#ions

    Aapt

    @To>n

    R!#ions

    Aapt

    @Sit!

    P"ima"%

    Sc8oo+s

    5 5 5 5 5 5 5

    S!cona"%

    Sc8oo+s

    A A A A A A A

    Po+ic! @ 5 : @ @ @ @

    octo"s 5 5 @ 5 5 @ 5

    Sou"c!( Pracsys analysis, @A55

    The c"rrent s"pply o$ pop"lation dri&en co!!"nity ser&ices !ay )e a$$ected )y the

    a"to!ation o$ key !inin operations* School ed"cation is the second larest ind"stry o$

    e!ploy!ent in )oth Town 2 and Town >* The introd"ction o$ a"to!ation !ay not only

    constrict or e-pand the !inin work$orce, it !ay also i!pact "pon the e!ploy!ent pro$ile o$

    school ed"cation and other pop"lation dri&en ser&ices*

    Under Scenario @% S!art Reions town, and Scenario ;% Reions 2dapt town, there is a

    positi&e net chane in the de!and $or pop"lation dri&en ser&ices* Under the re!ainin

    scenarios, where the re!ote operations centre has )een re!o&ed $ro! the town, there is a

    neati&e net chane in the de!and $or pop"lation dri&en ser&ices*

    The clos"re o$ schools and a red"ced de!and $or doctors and police o$$icers !ay res"lt in a

    $"rther contraction o$ residential e!ploy!ent and ha&e econo!ic and social i!pacts on the

    co!!"nity* The openin o$ new schools and an increased de!and $or doctors and police

    o$$icers !ay res"lt in a $"rther e-pansion o$ residential e!ploy!ent and ha&e positi&eecono!ic and social i!pacts on the co!!"nity*

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    8. REFERENCES

    >ella!y, D and Pra&ica, = @A5A, K2ssessin the i!pact o$ dri&erless ha"l tr"cks in 2"stralian

    s"r$ace !inin+, (esources )olicy, /doi5A*5A58.(*reso"rpol*@A5A*A*AA@0

    McNa), 4*=* and arcia#as3"e?, M* @A55* 2"tono!o"s and re!ote operation technoloies in

    2"stralian !inin* Prepared $or CSIRO Minerals Down Under Flaship, Minerals F"t"res Cl"ster

    Colla)oration, )y the Centre $or Social Responsi)ility in Minin, S"staina)le Minerals Instit"te,

    The Uni&ersity o$ 1"eensland* >ris)ane*

    Pil)ara Ind"stryQs Co!!"nity Co"ncil, Plannin $or Reso"rces rowth in the Pil)ara%

    !ploy!ent and Pop"lation Pro(ections to @A@A, B"ris Partners, 2""st @AA