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  

Emerging  Markets  Smart  Grid:  Outlook  2015  

Northeast   Group’s   Emerging   Markets   Smart   Grid:   9 8 7

smart   grid   investment   will   occur   in   developing  

6

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

5 4 3 2

and   East   Asia.   These   markets   represent   more   than  

1

88%  of  the  current  installed  base  of  smart  meters  and  

Not yet ready, but will progress throughout decade

0

1

2

Activity imminent, but some risk involved

Regulatory framework

0 3

4

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  

5

Paraguay"

kWh/person"(2014)"

"R ep Co ublic lo " m Ec bia" ua Pa do ra r" gu ay Pe " M ru" ex ico" Ar Braz ge il" nB Uru na Ve gu " ne ay" zu el a" Ch ile "

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

2"

2!

Eneri"has"small"deployments,"gridS level"automaBon"advancing"

2

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

Uru gu ay " Co lo m b Arg ia" en Bn a" Bra zil " Ec ua do r" M ex ico Ve " ne zu Do ela" m in ica n" Pa ra gu ay "

0%"

"

Outreach" program"

2! Will"work"with"US"NIST" No"concrete"AMI"deployment"plan" toSdate" FDI"expected"to"increase"due"to" 2! strong"government"efforts"to" improve"state"infrastructure" Will"reduce"its"carbon"emissions" 4! 25%"from"2012"levels"by"2030" Net"metering"for"solar"PV"and" 2! reduced"import"duBes"for"RE" equipment" No"incenBves,"limited"EV" 0! introducBon" 0!

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

"

10%"

L)

10"

Further)detail)

30%"

H)

8"

Pilot"projects"

EV"incenBves"

20%"

M)

6"

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

Distributed" generaBon" incenBves"

ile "

%"Technical"and"nonStechnical" losses"(most"recent)"

30" 25" 20" 15" 10" 5" 0"

Opera*onal%benefits%

4"

Smart"meter" target"

Sales" (GWh)"

Percentage"distribuBon"losses"

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

Mexico" Chile" Colombia"

Regulatory)framework)

The$%reduc*on%

Moderate"

ArgenBna"

Peru" Regulatory)Framework)

Funding/ financial" incenBves" EdeNorte" 744,000" 3,550" Technical" EdeSur" 601,000" 4,270" standards" EdeEste" 693,000" 3,740" Deployment" plan" Smart)grid)business)case)indicators) Major" """""""""="50Scountry""""""""""infrastructure" Demand:side%benefits% weighted"average" investment" Electricity"consumpBon/capita" CO2"target" Electricity"prices" Customers"

Brazil"

Ecuador"

0"

Leading)distribu5on)u5li5es) UBlity"

Uruguay"

Venezuela"

0"

2024"split:"PLC:"19%;"RF:"74%;"Cell.:"7%""

m in

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

6"

2"

Smart"meters"(2014):"26,664"

Do

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

8"

4"

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

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

10

Dominican"Republic"

10"

Industry)structure) GeneraBon" " Transmission" " DistribuBon"

Pe ru

Emerging   market   countries   can   reap   immediate   benefits   from   smart   grid  

9

northeast group, llc""

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

ican

to  undertake  significant  grid  modernizations.    

8

Dominican(Republic(

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  

7

Emerging(Markets(Smart(Grid:(Outlook(2015(

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  

6

Poten&al)benefits)

includes   countries   in   North   America,   Western   Europe,  

Cents/kWh"(most"recent)"

been   concentrated   in   developed   countries.   This   mainly  

ez Arg uel en a" Pa Bn ra a" gu Ec ay uad " M or" Co exic lo o" m bia Do Bra " m in zil" ican "R Peru ep " ub lic C " Uru hile gu " ay "

looks   ahead   over   the   next   decade   to   project   where  

Ready for investment

Strong potential; awaiting government action

Ven

emerging   markets   smart   grid   overview.   This   study  

Emerging markets smart meter potential 10

Potential benefits

Outlook   2015   is   the   fourth   edition   of   its   annual  

Ch

 

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

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"

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

©(2014(Northeast(Group,(LLC(

Emerging(Markets(Smart(Grid:(Outlook(2015(|(Latin(America" 135(

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  

Market share of leading vendors in Southeast Asia

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

 

Source: Northeast Group

this   study   show   the   potential   to   progress   quickly   over   the  

©  2014  Northeast  Group,  LLC  

course  of  the  coming  decade.     Distribution losses by % and dollars lost

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  

$117 $9 $24

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  

0%

15%

30%

35%

40%

Average prince change from 2013 – 2014 in US cents/kWh

120%

10

Absolute increase (cents/kWh) % increase

8 6

100% 80% 60%

4

40%

2

20%

0

0%

-2

-20%

-4

-40%

-6

-60%

Percent change from 2013 – 2014

pilots   have   already   begun   in   many   of   the   other   countries  

25%

12

Note: Does not include 10 countries which did not change prices

will   drive   the   smart   grid   market.   Additionally,   smart   meter  

20%

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

meter   penetration   rate   for   the   50   countries   in   this   study   is  

pushing  regulators  to  adopt  complimentary  regulations  that  

% T&D losses Total annual losses in $M

Source: Northeast Group; EIA

10%

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

consumption   residents.   In   all   cases   though,   these   targets   are  

$1,934

$307 $759

$49

$58.7 billion total annual losses across 50 emerging market countries

expected   in   the   near   term.   In   other   countries,   the   targets   serve   as   guides   or   only   mandate   deployments   to   high-­‐

5%

$3,995 $256 $10,482 $3,680 $55 $788 $148 $33 $319 $639 $671 $274 $213 $364 $1,163 $99 $281 $85 $5,116 $147 $162 $1,101 $264 $904 $344 $41 $57 $150 $175 $3 $298 $339 $467 $160 $128 $4,061 $69 $13 $119

$16,184 $486 $591 $293

Average electricity price increase: 17.1% Source: Northeast Group

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?  



 

©  2014  Northeast  Group,  LLC  

24

23

20

22

20

21

20

20

20

20

20

20

20

19

CEE

18

Eurasia

China

17

MENA

Latin America

16

Southeast Asia

South Asia

15

Sub-Saharan Africa

20



14



Emerging markets smart grid forecast by region

20



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?    

20



  Table  o f  C ontents  

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  Northeast  Group,  LLC  

Table  o f  C ontents  (cont.)  

 

3.4  Comparison  to  developed  countries  

4.  Vendor  activity  

 

52  

 

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  

 

 

 

 

7.6  Latvia  

 

 

 

 

95  

 

7.7  Lithuania  

 

 

 

 

97  

 

7.8  Poland  

 

 

 

 

99  

 

7.9  Romania  

 

 

 

 

7.10  Slovakia  

 

 

 

 

7.11  Slovenia  

 

 

 

105  

 

7.12  Turkey  

 

 

 

107  

93  

101    

8.  Eurasia    

 

8.1  Kazakhstan    

103  

109    

 

113   ©  2014  Northeast  Group,  LLC  

 

Table  o f  C ontents  (cont.)  

 

8.2  Kyrgyzstan    

 

 

 

8.3  Russia  

 

 

 

 

8.4  Ukraine  

 

 

 

 

8.5  Uzbekistan    

 

 

 

115   117  

 

119   121  

9.  Latin  America  

123  

 

9.1  Argentina    

 

 

 

 

9.2  Brazil  

 

 

 

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      

               129  

   

 

149  

 

10.1  Bahrain  

 

 10.2  Egypt  

 

155  

 

 10.3  Israel  

 

157  

 

10.4  Jordan  

 

 

 

 

159  

 

10.5  Kuwait  

 

 

 

 

161  

 

 10.6  Lebanon  

 

10.7  Oman  

 

 

10.8  Qatar  

 

 

 

127  

   

153  

 

 

 

 

 

 

 

163  

 

165   167  

©  2014  Northeast  Group,  LLC  

 

Table  o f  C ontents  (cont.)  

 

10.9  Saudi  Arabia  

 

169  

 

10.10  United  Arab  Emirates  

 

171  

11.  Southeast  Asia  

 

173  

 

 11.1  Indonesia  

 

177  

 

11.2  Malaysia    

 

11.3  Philippines    

 

11.4  Singapore    

 

 

 

11.5  Sri  Lanka    

 

 

 

185  

 

11.6  Thailand    

 

 

 

187  

 

11.7  Vietnam  

 

 

 

189  

 

 

 

   

 

 

   

179    

 

 

 

 

 

181   183  

 

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  o f  F igures,  B oxes,  a nd  T ables    

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  

 

©  2014  Northeast  Group,  LLC  

10  

List  o f  F igures,  B oxes,  a nd  T ables  (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  

©  2014  Northeast  Group,  LLC  

List  o f  F igures,  B oxes,  a nd  T ables  (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  

©  2014  Northeast  Group,  LLC  

List  o f  F igures,  B oxes,  a nd  T ables  (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  

©  2014  Northeast  Group,  LLC  

List  o f  F igures,  B oxes,  a nd  T ables  (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.        

 

©  2014  Northeast  Group,  LLC  

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