Brochure-Emerging Markets Smart Grid-Outlook … Markets...northeast group, llc...

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northeast group, llc Emerging Markets Smart Grid: Outlook 2015 BRICS Central & Eastern Europe Eurasia Latin America Middle East & North Africa Southeast Asia SubSaharan Africa December 2014 | www.northeastgroup.com

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Page 1: Brochure-Emerging Markets Smart Grid-Outlook … Markets...northeast group, llc Emerging!Markets!Smart!Grid:!!! Outlook2015! BRICS! Central!&!Eastern!Europe! Eurasia! Latin!America!

northeast group, llc

 

Emerging  Markets  Smart  Grid:      Outlook  2015  BRICS  Central  &  Eastern  Europe  Eurasia  Latin  America  Middle  East  &  North  Africa    Southeast  Asia  Sub-­‐Saharan  Africa  

   

December  2014  |  www.northeast-­‐group.com  

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©  2014  Northeast  Group,  LLC    

Emerging  Markets  Smart  Grid:  Outlook  2015    

Northeast   Group’s   Emerging   Markets   Smart   Grid:  

Outlook   2015   is   the   fourth   edition   of   its   annual  

emerging   markets   smart   grid   overview.   This   study  

looks   ahead   over   the   next   decade   to   project   where  

smart   grid   investment   will   occur   in   developing  

countries.   To-­‐date,   most   smart   grid   investment   has  

been  concentrated  in  developed  countries.  This  mainly  

includes   countries   in  North  America,  Western  Europe,  

and   East   Asia.   These   markets   represent   more   than  

88%  of  the  current   installed  base  of  smart  meters  and  

many   of   the   pioneering   distribution   automation,   analytics,   home   energy  

management,  and  other  smart  grid  initiatives.  But  many  countries  in  the  rest  of  

the   developing   world   are   positioning   themselves   to   quickly   catch   up.   The   50  

countries  in  this  study  have  all  begun  to  explore  smart  grid  deployments,  and  in  

many  cases  have  advanced  regulatory  frameworks  and  extensive  pilot  projects  in  

place.  With  GDP  growth   rates  more   than  double   those   in   the  developed  world  

(5.2%  per  year  from  2014  –  2018)  these  50  countries  will  have  the  funds  available  

to  undertake  significant  grid  modernizations.    

Emerging   market   countries   can   reap   immediate   benefits   from   smart   grid  

investment.  Many  of  these  countries  suffer  from  rampant  non-­‐technical  losses  –  

mostly  due  to  electricity  theft  –  that  cost  in  aggregate  $58.7  billion  dollars  each  

year  in  lost  or  unbilled  revenue.  Furthermore,  all  of  the  countries  in  this  study  face  high  rates  of  electricity  demand  

growth,  straining  existing  infrastructure,  and  worsening  already  unreliable  electric  grids.  

The   results   of   this   study   show   that   more   than   one-­‐third   of   the   countries   are   already   ready   for   significant  

investment   in   smart   grid   infrastructure.   This   means   that   they   not   only   have   well-­‐developed   regulatory  

frameworks,  but  also  have  the  underlying  market  conditions  (through  high  distribution  loss  rates,  high  electricity  

prices,  and  enough  high-­‐income  residents)   to   justify   smart  meter  deployments.  Other  smart  grid   initiatives  will  

follow   smart   metering,   with   distribution   automation   the  

second   largest  overall   segment   ($49bn   from  2014   to  2024).   In  

addition   to   regulatory   frameworks   and   distribution   loss   rates,  

further   key   criteria   for   assessing   smart   grid   potential   include  

existing   industry   structures,   current   electricity   prices   (and  

whether  or  not  they  are  subsidized),  financing  mechanisms,  the  

potential  for  operational  benefits,  and  other  efficiencies.  Of  the  

50   countries,   almost   all   of   the   Central   &   Eastern   European  

(CEE)   countries   studied   meet   these   criteria,   while   some  

countries   in   Latin   America,   Middle   East   &   North   Africa,   and  

Southeast   Asia   do   as   well.   Meanwhile,   the   other   countries   in  

this   study   show   the   potential   to   progress   quickly   over   the  

0

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2

3

4

5

6

7

8

9

10

0 1 2 3 4 5 6 7 8 9 10

Emerging markets smart meter potential

Regulatory framework Activity imminent, but some risk involved

Strong potential; awaiting government action

Not yet ready, but will progress throughout decade

Pote

ntia

l ben

efits

Ready for investment

0"1,000"2,000"3,000"4,000"5,000"

Dominican"Republic"

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bia"

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Paraguay"Peru"

Mexico"

Brazil"

ArgenBna"

Uruguay"

Venezuela"

Chile"

Industry)structure)

Dominican(Republic(

Further)detail)"

AMI"•  EdeNorte"working"with"Mexican"vendor"Eneri"to"

develop"AMI"project"aimed"at"loss"reducBon""Grid)applica5ons)•  Currently"have"SCADA"at"approximately"half"of"

substaBons"•  Working"with"USTDA"to"develop"SCADA/EMS,"PMUs,"

and"earlySstage"CVR/VVO"to"improve"reliability"and"reduce"frequency"stabilizaBon"costs"

Home)energy)management/distributed)genera5on)•  Strong"solar"potenBal,"currently"working"on"a"number"

of"solar"leasing"schemes"which"could"sBmulate"the"market"for"distributed"generaBon"

PopulaBon:"10,602,000"GDP/capita"at"PPP""(2014):"$10,323"GDP"growth"(Avg."2014S2018):"4.13%"

Regulatory)framework)

Smart"meter"target"

1!No"explicit"smart"meter"goal,"but"government"backing"smart"grid"generally"

Pilot"projects" 2! Eneri"has"small"deployments,"gridSlevel"automaBon"advancing"

Funding/financial"incenBves"

2 $78"M"loan"from"IDB;"USTDA"funding"for"grid"projects"

Technical"standards"

2! Will"work"with"US"NIST"

Deployment"plan"

0! No"concrete"AMI"deployment"plan"toSdate"

Major"infrastructure"investment"

2!FDI"expected"to"increase"due"to"strong"government"efforts"to"improve"state"infrastructure"

CO2"target" 4! Will"reduce"its"carbon"emissions"25%"from"2012"levels"by"2030"

Distributed"generaBon"incenBves"

2!Net"metering"for"solar"PV"and"reduced"import"duBes"for"RE"equipment"

EV"incenBves" 0! No"incenBves,"limited"EV"introducBon"

Outreach"program"

0! Outreach"has"been"limited"toSdate"

The$%reduc*on%

Opera*onal%benefits% Financing%mechanisms%

Electricity"consumpBon/capita"Electricity"prices"

Percentage"distribuBon"losses"

Moderate"UBliBes"use"manual"meter"readers,"but"labor"costs"are"low.""

External"funding"already"in"place"from"IDB,"USTDA,"and"WB;"IDB"loaning"$78"M"for"distribuBon"loss"reducBon"

GeneraBon""Transmission""DistribuBon"

Government"has"majority"stakes"in"some"uBliBes"in"all"segments;"all"market"segments"are"separated"

Leading)distribu5on)u5li5es)

UBlity" Customers"Sales"(GWh)"

EdeNorte" 744,000" 3,550"

EdeSur" 601,000" 4,270"

EdeEste" 693,000" 3,740"

Smart)grid)business)case)indicators)

H)

M)

L)

northeast group, llc""Emerging(Markets(Smart(Grid:(Outlook(2015(

"""""""""="50Scountry""""""""""weighted"average"

Emerging(Markets(Smart(Grid:(Outlook(2015(|(Latin(America"

Total"meters:"2,020,325"ResidenBal"meters:1,860,719"

Smart"meters"(2014):"26,664"2024"split:"PLC:"19%;"RF:"74%;"Cell.:"7%""

Cents/kW

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%"Techn

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Colombia"ArgenBna"

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Brazil"

Mexico"Paraguay"

Venezuela"

Dominican"Republic"

Uruguay"

Poten&

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Regulatory)Framework)

Ecuador"

0%"

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20%"

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Peru"

Chile"

Uruguay"

Colom

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Brazil"

Ecuador"

Mexico"

Venezuela"

Dominican"

Paraguay"

Percentage"distribuBon"losses"

Cents/kW

h"(m

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Sources:"EIA,"IMF,"EdeNorte,"EdeSur,"EdeEste"

0"5"

10"15"20"25"30"

Venezuela"

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Paraguay"

Ecuador"

Mexico"

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Brazil"Peru"

Dominican"Republic"Chile"

Uruguay"

kWh/pe

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"(2014)"

©(2014(Northeast(Group,(LLC(

Demand:side%benefits%

Market share of leading vendors in Southeast Asia

Source: Northeast Group *Note: This is a forward looking market share and includes both installed bases of AMI meters as well as announced contracts.

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©  2014  Northeast  Group,  LLC    

course  of  the  coming  decade.    

Additionally,  regional  organizations  and  regional  leaders  will  

help  drive  progress  across  these  emerging  markets.  The  EU,  

ASEAN,   and   GCC   have   all   been   critical   in   facilitating   smart  

grid   cooperation,  while   countries   such   as   Brazil,   Singapore,  

and   the   United   Arab   Emirates   already   serve   as   regional  

leaders.  As  smart  grid  deployments  are  likely  to  show  distinct  

characteristics  in  emerging  markets  that  differ  from  existing  

deployments   in   developed   countries,   these   regional   leaders  

will   be   critical   in   developing   models   that   can   be   used   by  

countries  with  similar  drivers  and  barriers.    

Perhaps   most   significantly,   20   of   the   50   countries   in   this  

study  have  some  form  of  smart  meter  target.  In  the  cases  of  

CEE   countries   like   Estonia,   this   is   already   leading   to   large-­‐

scale   deployments   and   full   smart  meter   penetration   can  be  

expected   in   the   near   term.   In   other   countries,   the   targets  

serve   as   guides   or   only   mandate   deployments   to   high-­‐

consumption  residents.  In  all  cases  though,  these  targets  are  

pushing  regulators  to  adopt  complimentary  regulations  that  

will   drive   the   smart   grid  market.   Additionally,   smart  meter  

pilots   have   already   begun   in   many   of   the   other   countries  

where  there  are  not  yet  targets.  As  a  result,  the  overall  smart  

meter   penetration   rate   for   the   50   countries   in   this   study   is  

expected  to  reach  43%  by  2024.    

Northeast  Group   forecasts   a   global   average   of   $240   per   endpoint   for   RF-­‐based   smart  meter   deployments   and  

$190   per   endpoint   for   PLC-­‐based   deployments.   This   includes   the   cost   of  meter   hardware,   communications,   IT  

(such   as   meter   data   management   systems   and   customer   information   systems),   professional   services,   and  

installation  costs.  Using  these  cost  estimates,  the  total  AMI  market  across  the  50  emerging  market  countries   in  

this  study  is  forecast  to  reach  $89  billion  between  2014  and  2024.  Viewed  through  this  lens,  the  aggregate  smart  

meter  potential  of  these  50  countries  begins  to  look  very  significant.  As  smart  metering  is  deployed,  distribution  

automation  and  other  smart  grid  segments  will  follow  suit.      

Key  questions  answered  in  this  study:    

• What  are  the  key  themes  for  the  global  smart  grid  market  in  2015?  

• What  smart  grid  activity  took  place  in  emerging  markets  in  2014  and  what  is  expected  for  2015?  • What   is   the   forecast  market   for   AMI,   distribution   automation,  wide   area  measurement,   home   energy  

management,  and  IT  in  each  emerging  market  region  through  2024?  • How  do  emerging  markets  compare  to  developed  countries  in  forecast  deployments?  

$24 $9

$117 $119 $13 $69 $4,061

$128 $160 $467 $339 $298 $3 $175 $150 $57 $41 $344 $904 $264 $1,101 $162 $147 $5,116 $85 $281 $99 $1,163 $364 $213 $274 $671 $639 $319 $33

$148 $788 $55

$3,680 $10,482

$256 $3,995

$293 $591

$486 $16,184

$49 $759

$307 $1,934

0% 5% 10% 15% 20% 25% 30% 35% 40%

% T&D losses

Distribution losses by % and dollars lost

Source: Northeast Group; EIA

Total annual losses in $M

$58.7 billion total annual losses across 50 emerging market countries

-6

-4

-2

0

2

4

6

8

10

12

-60%

-40%

-20%

0%

20%

40%

60%

80%

100%

120%

Absolute increase (cents/kWh) % increase

Average electricity price increase: 17.1%

Average residential electricity price changes in emerging markets from 2013 - 2014

Ave

rage

pri

nce

chan

ge fr

om 2

013

– 20

14

in U

S ce

nts/

kWh

Percent change from 2013 – 2014

Source: Northeast Group Note: Does not include 10 countries which did not change prices

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• Which   countries   were   most   active   in  developing   smart   grid-­‐related   policies   and  which  countries  took  a  step  back?  

• Who   are   the   leading   international   vendors  in  emerging  markets?  What  is  their  market  share   in   emerging   markets?   Who   are   the  most  important  local  vendors?  

• Which   emerging   markets   countries   have  the   most   developed   smart   grid   regulatory  frameworks?  

• Which   of   these   50   countries   have   the  potential   to   reap   the   most   direct   benefits  from  smart  meter  deployments?    

 

Table  of  Contents  

i.  Executive  Summary   1  

ii.  Themes  for  2015   7  

  ii.i  Theme  1:  Distribution  losses  are  driving  smart  grid  investments   7  

  ii.ii  Theme  2:  Rising  electricity  prices   8  

  ii.iii  Theme  3:  Vendors  looking  beyond  legacy  metering  in  emerging  markets   10  

iii.  Methodology   12  

1.  Introduction   17  

2.  Global  overview   25  

  2.1  Smart  meter  potential  in  emerging  markets   25  

  2.2  Developments  in  2014   31  

  2.3  Business  case  drivers   37  

  2.4  Regulatory  drivers     40  

3.  Emerging  markets  smart  grid  market  forecast   47  

  3.1  Forecast  summary     47  

  3.2  Deployment  assumptions   49  

  3.3  Cost  assumptions   52  

2014

20

15

2016

20

17

2018

20

19

2020

20

21

2022

20

23

2024

Sub-Saharan Africa Southeast Asia South Asia MENA Latin America Eurasia China CEE

Emerging markets smart grid forecast by region

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Table  of  Contents  (cont.)  

  3.4  Comparison  to  developed  countries   52  

4.  Vendor  activity       54  

  4.1  Leading  meter  hardware  vendors   54  

  4.2  Leading  communications-­‐only  vendors   61  

  4.3  Local  and  other  metering  vendors   63  

  4.4  Leading  distribution  automation  vendors   63  

5.  Regional  and  country  summaries   70  

6.  BRICS   73  

  6.1  China         77  

  6.2  India         79  

7.  Central  &  Eastern  Europe   81  

  7.1  Bulgaria         85  

  7.2  Croatia         87  

  7.3  Czech  Republic         89  

  7.4  Estonia           91  

  7.5  Hungary         93  

  7.6  Latvia           95  

  7.7  Lithuania           97    

  7.8  Poland           99  

  7.9  Romania         101  

  7.10  Slovakia           103  

  7.11  Slovenia         105  

  7.12  Turkey         107  

8.  Eurasia   109  

  8.1  Kazakhstan         113  

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Table  of  Contents  (cont.)  

  8.2  Kyrgyzstan           115    

  8.3  Russia         117  

  8.4  Ukraine           119  

  8.5  Uzbekistan         121  

9.  Latin  America   123  

  9.1  Argentina           127  

  9.2  Brazil                                129  

  9.3  Chile           131  

  9.4  Colombia           133  

  9.5  Dominican  Republic         135  

  9.6  Ecuador           137  

  9.7  Mexico         139  

  9.8  Paraguay         141  

  9.9  Peru         143  

  9.10  Uruguay         145  

  9.11  Venezuela         147  

10.  Middle  East  &  North  Africa       149  

  10.1  Bahrain           153  

   10.2  Egypt     155  

   10.3  Israel     157  

  10.4  Jordan           159  

  10.5  Kuwait           161  

   10.6  Lebanon     163  

  10.7  Oman                   165  

  10.8  Qatar         167  

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Table  of  Contents  (cont.)  

  10.9  Saudi  Arabia         169  

  10.10  United  Arab  Emirates         171  

11.  Southeast  Asia     173  

   11.1  Indonesia     177  

  11.2  Malaysia           179  

  11.3  Philippines                   181  

  11.4  Singapore         183  

  11.5  Sri  Lanka           185  

  11.6  Thailand           187  

  11.7  Vietnam             189  

12.  Sub-­‐Saharan  Africa   191  

  12.1  Ghana         195  

  12.2  Nigeria         197  

  12.3  South  Africa         199  

13.  Appendix   201  

  13.1  List  of  abbreviations  and  acronyms   201  

  13.2  List  of  companies  mentioned  in  this  report   204  

List  of  Figures,  Boxes,  and  Tables  

 

Emerging  markets  smart  grid:  key  takeaways   5  

Emerging  markets  smart  meter  potential   6  

Smart  grid  activity  in  countries  with  highest  total  losses   8  

Countries  with  highest  T&D  losses  measured  by  annual  dollars  lost   8  

Average  electricity  price  changes  in  emerging  markets  from  2013  –  2014     9  

Importance  of  tariff  increases  on  smart  grid  investment   9  

Vendors  moving  away  from  legacy  metering  in  emerging  markets   10  

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List  of  Figures,  Boxes,  and  Tables  (cont.)  

Annual  legacy  and  AMI  meter  shipments  across  50  emerging  market  countries   11  

Northeast  Group  smart  grid  forecasting  model   15  

Figure  1.1:  Smart  grid  value  chain   17  

Figure  1.2:  Smart  grid  model  highlighting  focus  in  emerging  markets   18  

Figure  2.1:  Global  smart  grid  activity   25  

Figure  2.2:  Smart  grid  regulatory  country  index   26  

Figure  2.3:  Smart  grid  potential  benefit  country  index   27  

Figure  2.4:  Emerging  markets  smart  meter  potential   28  

Figure  2.5:  Emerging  markets  added  to  this  report   32  

Table  2.1:  Biggest  shifts  in  regulatory  framework  score   33  

Table  2.2:  Biggest  shifts  in  potential  benefit  score   33  

Figure  2.6:  Biggest  positive  movers  in  smart  meter  potential   34  

Figure  2.7:  Biggest  negative  movers  in  smart  meter  potential   34  

Figure  2.8:  Largest  installed  base  of  AMI  meters   35  

Figure  2.9:  Notable  smart  meter  activity  in  2014   36  

Figure  2.10:  Average  electricity  prices  by  region   37  

Figure  2.11:  Annual  GDP  growth  (2014  –  2018)     37  

Figure  2.12:  Global  distribution  losses   37  

Figure  2.13:  Per-­‐capita  electricity  consumption   37  

Figure  2.14:  Distribution  losses  by  %  and  dollars  lost   38  

Figure  2.15:  Annual  electricity  demand  growth   39  

Figure  2.16:  Typical  number  of  outages  per  month  (SAIFI)   40  

Figure  2.17:  Typical  duration  of  outages  per  month  (SAIDI)   40  

Figure  2.18:  Smart  meter  targets  in  emerging  markets   41  

Table  2.3:  Smart  meter  funding  mechanisms   42  

Table  2.4:  Outside  smart  grid  funding  bodies   43  

Table  2.5:  Smart  meter  interoperability  standards  in  Europe   43  

Figure  2.19:  Smart  grid  regulatory  and  deployment  plans  in  Philippines   44  

Table  2.6:  Electricity  network  spending  in  emerging  markets  (2011  –  2020)     44  

Figure  2.20:  CO2  emissions  targets  in  emerging  markets   45  

Figure  2.21:  Renewable  energy  incentives  in  emerging  markets   45  

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©  2014  Northeast  Group,  LLC    

List  of  Figures,  Boxes,  and  Tables  (cont.)  

Table  2.7:  Types  of  electric  vehicle  incentives   46  

Figure  3.1:  Emerging  markets  smart  grid  forecast  by  region   48  

Table  3.1:  Emerging  markets  smart  grid  forecast  by  region   49  

Figure  3.2:  Regional  electricity  meter  market  sizes  in  2014   49  

Figure  3.3:  Regional  electricity  meter  market  sizes  in  2024   50  

Figure  3.4:  Smart  meter  deployments  in  emerging  markets  by  communications   50  

Table  3.2:  Emerging  markets  smart  grid  forecast  by  segment   51  

Figure  3.5:  Emerging  markets  smart  grid  forecast  by  segment   51  

Table  3.3:  Emerging  markets  distribution  automation  forecast   52  

Figure  3.6:  Emerging  markets  distribution  automation  forecast   52  

Figure  3.7:  Global  AMI  forecast  comparison   53  

Figure  3.8:  Global  smart  grid  forecast  comparison   53  

Figure  4.1:  Market  share  of  leading  vendors  in  49  emerging  markets   55  

Table  4.1:  Leading  international  smart  meter  hardware  vendors   56  

Table  4.2:  Leading  Chinese  meter  vendors   60  

Table  4.3:  Leading  communications-­‐only  vendors   61  

Table  4.4:  Additional  hardware  vendors  active  in  emerging  market  smart  meter  projects   63  

Figure  4.2:  Market  share  of  leading  vendors  in  BRICS   66  

Figure  4.3:  Market  share  of  leading  vendors  in  Central  &  Eastern  Europe   67  

Figure  4.4:  Market  share  of  leading  vendors  in  Eurasia   67  

Figure  4.5:  Market  share  of  leading  vendors  in  Latin  America   68  

Figure  4.6:  Market  share  of  leading  vendors  in  Middle  East/North  Africa   68  

Figure  4.7:  Market  share  of  leading  vendors  in  Southeast  Asia   69  

Figure  4.8:  Market  share  of  leading  vendors  in  Sub-­‐Saharan  Africa   69  

Figure  6.1:  Smart  meter  potential  in  BRICS   73  

Figure  6.2:  Average  electricity  prices  by  region   74  

Figure  6.3:  Annual  GDP  growth  (2014  –  2018)   74  

Figure  6.4:  Global  distribution  losses   74  

Figure  6.5:  Per-­‐capita  electricity  consumption   74  

Figure  6.6:  Market  share  of  leading  vendors  in  BRICS   75  

Figure  7.1:  Smart  meter  potential  in  Central  &  Eastern  Europe   81  

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©  2014  Northeast  Group,  LLC    

List  of  Figures,  Boxes,  and  Tables  (cont.)  

Figure  7.2:  Average  electricity  prices  by  region   82  

Figure  7.3:  Annual  GDP  growth  (2014  –  2018)   82  

Figure  7.4:  Global  distribution  losses   82  

Figure  7.5:  Per-­‐capita  electricity  consumption   82  

Figure  7.6:  Market  share  of  leading  vendors  in  Central  &  Eastern  Europe   83  

Figure  8.1:  Smart  meter  potential  in  Eurasia   109  

Figure  8.2:  Average  electricity  prices  by  region   110  

Figure  8.3:  Annual  GDP  growth  (2014  –  2018)   110  

Figure  8.4:  Global  distribution  losses   110  

Figure  8.5:  Per-­‐capita  electricity  consumption   110  

Figure  8.6:  Market  share  of  leading  vendors  in  Eurasia   111  

Figure  9.  1:  Smart  meter  potential  in  Latin  America   123  

Figure  9.2:  Average  electricity  prices  by  region   124  

Figure  9.3:  Annual  GDP  growth  (2014  –  2018)   124  

Figure  9.4:  Global  distribution  losses   124  

Figure  9.5:  Per-­‐capita  electricity  consumption   124  

Figure  9.6:  Market  share  of  leading  vendors  in  Latin  America   125  

Figure  10.1:  Smart  meter  potential  in  Middle  East  &  North  Africa   149  

Figure  10.2:  Average  electricity  prices  by  region   150  

Figure  10.3:  Annual  GDP  growth  (2014  –  2018)   150  

Figure  10.4:  Global  distribution  losses   150  

Figure  10.5:  Per-­‐capita  electricity  consumption   150  

Figure  10.6:  Market  share  of  leading  vendors  in  Middle  East  &  North  Africa   151  

Figure  11.1:  Smart  meter  potential  in  Southeast  Asia   173  

Figure  11.2:  Average  electricity  prices  by  region   174  

Figure  11.3:  Annual  GDP  growth  (2014  –  2018)   174  

Figure  11.4:  Global  distribution  losses   174  

Figure  11.5:  Per-­‐capita  electricity  consumption   174  

Figure  11.6:  Market  share  of  leading  vendors  in  Southeast  Asia   175  

Figure  12.1:  Smart  meter  potential  in  Sub-­‐Saharan  Africa   191  

Figure  12.2:  Average  electricity  prices  by  region   192  

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©  2014  Northeast  Group,  LLC    

List  of  Figures,  Boxes,  and  Tables  (cont.)  

Figure  12.3:  Annual  GDP  growth  (2014  –  2018)   192  

Figure  12.4:  Global  distribution  losses   192  

Figure  12.5:  Per-­‐capita  electricity  consumption   192  

Figure  12.6:  Market  share  of  leading  vendors  in  Sub-­‐Saharan  Africa   193  

 

 In  addition  to  the  figures  and  tables  shown  above,  each  country  summary  includes  the  following:    

Table:  Industry  structure;  Table:  Regulatory  framework;  Chart:  Regional  smart  meter  potential;  Chart:  Regional  electricity  consumption  per  capita  (kWh);  Chart:  Regional  electricity  prices  (cents  per  kWh);  Chart:  Regional  distribution  losses  (%).  

 Therefore,  this  study  includes  an  additional  128  unique  charts  and  tables  in  addition  to  those  cited  above.        

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