CLSA Forum Voices Clean Disruption Why Conventional Energy and Transport Will Be Obsolete by 2030

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  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 1

    CLEAN DISRUPTION WHY CONVENTIONAL ENERGY AND

    TRANSPORTATION WILL BE OBSOLETE BY 2030

    Tony Seba www.tonyseba.com

    Hong Kong, HK 16 Sept 2015

    PRESENTATION TO

    !!

    "#$%&!'#(#&)#!!

    !!"#$%&'($)"vestors Forum *+,"-$.*#/0$1"$2*"3$4*"3$$51.6$/$7*89-$*"$3:*;/:$1"-./;1:1.0$/"#$Chinas new normal$

    $!"#$%&"#$%%Monday 14 September 2015: CLSA Limited (CLSA), Asias leading and longest'running brokerage and investment group opens today the 22nd CLSA Investors Forum, one

    "(%)*+%,-.$+/)%-#0%,+-01#$%$,"2-,%1#3+/)4+#)%5"#(+.+#5+/%1#%)*+%-//+)%4-#-$+4+#)%1#06/).78%%%The 22nd CLSA Investors Forum provides more than 1400 global fund managers and 230

    ,+-01#$% ,1/)+0% 5".9".-)1"#/% (."4% :;% 5"6#).1+/% -% 9,-)(".4% (".% 01/56//1"#% -#0% 0+2-)+% "#%4-.%5".9".-)+%$"3+.#-#5+%-#0%4".+8%%%?$-1#/)% -% 2-5%5"#)1#6+0%6.2-#1L-)1"#%-#0%0+3+,"94+#)%"(%)*+%/+.315+%/+5)".%J1,,%9."310+%-%2-/1/%"(%$."J)*%J*1,+%A*1#-%-0M6/)/%1)/%1#06/).1-,%/+5)".%)"%the realities of excess capacity in a more mature domestic economy, Slone said. %%ABC?%9."310+/%-%0+)-1,+0%31+J%"#%A*1#-%)*."6$*%/+3+.-,%#+J%.+9".)/%)"%2+%1//6+0%)*1/%J++%J1,,%"((/+)%4-M".%.1/% 1#% -% M"1#)% .+9".)% J1)*% AKPKA% C+56.1)1+/8%./.01#2+34#/&3(#'"5#2&'#0,'5%.+31+J/%)*+%5"6#).1+/%-#0%/+5)"./%)*-)%J1,,%2+#+(1)%4"/)%(."4%Chinas brilliant plan to export its overcapacity, e/)-2,1/*% /).-)+$15% $+"'9",1)15-,% -,,1-#5+/>%*-.#+//%+#+.$7%/+56.1)7%-#0%(".4%-%$1-#)%#+J%(.++').-0+%L"#+8%%%Forum delegates will hear from more than 40 CLSA analysts on Chinas banking, energy,

    +065-)1"#>% $-41#$>% *+-,)*5-.+>% ,[email protected]% -#0% 9."9+.)7% /+5)"./>% J*1,+% .+$1"#-,% 690-)+/% "#%5"44"01)1+/>%5"#/64+.>%+5"#"415/>%(1#-#5+%-#0%)+5*#","$7%-.+%9."310+0%-,"#$%J1)*%4-.% F-9-#>% &".+->% Q*1,1991#+/>% C1#$-9".+>% C.1% B-#% P-1J-#% -#0%P*-1,-#08%%%?001#$%)"%)*+%01-,"$6+%-.+%I;%1#06/).7%,641#-.1+/%1#%(1+,0/%.-#$1#$%(."4%5,+-#%+#+.$7>%)"%"1,%-#0%$-/>%)"%-6)"#"4"6/%5-./%-/%J+,,%-/%+5"#"415%-#0%(1#-#51-,'4-.

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 2

    1900:Where is THE CAR?

    Photo: Fifth Ave NYC on Easter Morning 1900

    5th Ave New York City, April 15, 1900

    THE?

    Source: US National Archives Clean Disruption- Copyright 2001-2015 by Tony Seba

    1913: Where is THE HORSE?

    Source: George Grantham Bain Collection

    Photo: Easter 1913, New York. Fifth Avenue looking north.

    5th Ave New York City, March 23, 1913

    Clean Disruption- Copyright 2001-2015 by Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 3

    Technology-based Disruption

    Clean Disruption- Copyright 2001-2015 by Tony Seba Rodin Thinker - Photo: Tony Seba

    Images Source: Wikipedia

    What is a Disruption? A disruption happens when a new product or service helps

    !create a new market and ! significantly weaken, ! transform, or ! destroy an existing product /

    market category / industry. ! Ex: car -> horse, PC -> typewriter, iPod->Walkman

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Photo: Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 4

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    1985

    Image Source: GMAuthority.com

    Fast Forward to 1985

    Mainstream Disruption Forecasts

    ! In the mid-1980s AT&T hired McKinsey & Co to forecast cell-phone adoption by the year 2000 ! Their (15-year) prediction:

    900,000 subscribers. ! The actual number was

    109 million ! They were off by a factor of 120x Motorola DynaTAC 8000X from 1984. Source: Wikimedia

    Leading Market Disruption- Copyright 2001-2015 by Tony Seba Source: Economist Clean Disruption- Copyright 2001-2015 by Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 5

    AT&T Disrupted and $$ Trillions Created

    Forecast

    Clean Disruption- Copyright 2001-2015 by Tony Seba Subscriber Data Source: CTIAThe Wireless Association

    Internet Companies: Internet Report 2015 - Mary Meeker

    Subs

    crib

    ers

    0

    20,000,000

    40,000,000

    60,000,000

    80,000,000

    100,000,000

    120,000,000

    !!AT&T's landline telephony market was disrupted, !!It Missed out on a multi-trillion dollar opportunity!

    Actual 100,000,000 109,000,000

    $2.4 trillion - Market Cap Top 15 Global Internet Public Companies (2)

    "The Internet will catastrophically collapse in 1996." -Robert Metcalfe, 1995. "There is no reason anyone would want a computer in their home."

    - Ken Olson, CEO, Digital Equipment Corp., 1977 "I do not believe the introduction of motor-cars will ever affect the riding of horses."

    - Scott-Montague, United Kingdom MP, 1903

    It's usually the 'Experts' and 'Insiders' who dismiss disruptive opportunities

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    "The Internet will catastrophically collapse in 1996." -Robert Metcalfe, 1995.

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 6

    Why do smart people at smart organizations Consistently Fail to

    Anticipate or Lead Market Disruptions?

    Clean Disruption- Copyright 2001-2015 by Tony Seba Rodin Thinker - Photo: Tony Seba

    1.! Disruption Models 2.! Exponential

    Technologies 3.! Business Model

    Innovation 4.! Product Innovation

    4 Reasons Why Organizations Consistently Fail to Anticipate or Lead Market Disruption

    Leading Market Disruption- Copyright 2001-2015 by Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 7

    Exponential Technologies

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    If the rate of change on the outside is greater than the rate of change on the inside, the end is near.

    - Jack Welch

    Source: Wikipedia

    Computing: Moores Law (1971-2011)

    ! # of transistors doubles (roughly) every two years. ! Annual Improvement Rate ~ 41.4% ! Exponential Growth in # of Transistors

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Loga

    rithm

    ic S

    cale

    1 billion X

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 8

    !!Technologies improving at exponential rates.

    !! Data Storage Kryders Law !! Hard Disk $ cost per bit down 50%

    every 18 months. !! Digital Imaging Hendy's Law

    ! Pixels per $ - 59% / year !! Network Capacity: Butters Law of

    Photonics !! The $ cost of transmitting a bit decreases

    by 50% every 9 months.

    PC / Internet / Mobile Phone industries: Covergence of Exponential Technologies

    Clean Disruption- Copyright 2001-2015 by Tony Seba Source: Wikipedia

    Kryders Law: Storage Lo

    garit

    hmic

    Sca

    le

    1.! Sensors / Internet of Things 2.! 3D Printing 3.! Machine Learning / Artificial Intelligence 4.! Robotics 5.! 3D Visualization 6.! Solar PV 7.! Energy Storage 8.! Mobile Internet & Cloud 9.! Big Data / Open Data 10.!Unmanned Aerial Vehicles / Nano Satellites 11.! eMoney / eFinance

    2015: Key Exponential Technologies

    Clean Disruption- Copyright 2001-2015 by Tony Seba

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    1.!Solar 2.!Energy Storage 3.!Electric Vehicles 4.!Self-Driving Cars

    Clean Disruption of Energy & Transportation

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    1. THE SOLAR DISRUPTION

    If you evaluated rooftop solar a year ago, or even three months ago, you are way out of date. - David Crane, CEO, NRG Energy

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 10

    Solar PV Costs: DOWN 200X

    Graph Source: BNEF Economics of PV Power

    $100/W $100/W

    50/W

    200x

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Learning Curve: 22%

    ! Solar PV Market CAGR 2000-2014 ~42% ! Solar PV installed Capacity 2000-2014 Growth ~ 132X

    Data Source: EPIA, PV Magazine

    Market: Solar PV Installed Capacity: UP 132X

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    1,400 1,765 2,235 2,820 3,952 5,364 6,946 9,521

    16,229 23,605

    40,670

    71,061

    102,156

    141,156

    185,356

    -

    20,000

    40,000

    60,000

    80,000

    100,000

    120,000

    140,000

    160,000

    180,000

    200,000

    2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014

    Global Installed Solar PV (MW)

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 11

    ! If Solar PV continues to grow at ~42% CAGR ! 100% of all energy (not just electricity) in the world would be

    solar by 2030 Source: Clean Disruption

    Energy = 100% Solar by 2030 ?

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    0

    10,000

    20,000

    30,000

    40,000

    50,000

    60,000

    70,000 Solar Installed Base (GW)

    Can Solar Continue Growing at this Rate?

    Clean Disruption- Copyright 2001-2015 by Tony Seba Rodin Thinker - Photo: Tony Seba

    Can Solar Continue Growing at this Rate?

  • Stanford BUS45 - Leading Market Disruption-

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    !"#$%&'"!(&(%)*+!&,!&&

    '"*,)*(-"*$#&)*)%./&

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Sources: DOE, Clean Disruption

    Since 1970 Prices for conventional resource-based energy sources are up 6X 16X

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Nuclear

    Oil

    Nat Gas

    Coal

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 13

    ! Since 1970 Solar PV has improved cost by thousands of times relative to most conventional forms of energy.

    ! Note: unsubsidized cost of solar PV

    Solar Cost Improvement vs Conventional Energy

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Solar PV Cost Improvement relative to:

    Times improvement (1970-2015)

    Petroleum 3,165x

    Nuclear 2,600x

    Natural Gas 2,965x

    Coal 1,164x

    Source: "Clean Disruption"

    Timesimprovement (1970-2015)

    2,600x

    2,965x

    1,164x

    3,165x

    Oil at $50/bbl

    01!-*)!!&2&3-*$*'-$#&4"+)#&-**",$(-"*&

    Clean Disruption- Copyright 2001-2015 by Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 14

    Zero Money Down Solar 3rd Party Finance ! ~80% of California Residential Solar PV is third-party

    owned & financed (March 2012) (1) ! This includes PPA and Leasing.

    ! CA 3rd-party finance = substantially all growth in residential solar

    (1) PV Solar Report Images Source: GTM Research California Solar Initiative Colorado Excel Energy

    3rd-party

    Cash

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    !"#$#%"$&'(')*+"#,++'-./,&'"##.0$1.#+'$2,&56789:;8&?6@=&6A&?BC:=B5'$#/'B??8589BD;'?'52.@,2AB'6++,++,/'=&,$#'>#,2CB'D4!'E.#/?556'FB)2"/'G4!'=2.H/!*#/"#C'I4!J85'?'J$+A,2'8"-"A,/'5$2A#,2+K"@'L'M4!'N>OP'Q'N,$&'>+A$A,'O#0,+A-,#A'P2*+A'L''6CJ9:=&KLMMNHLMOP&QJ&(6;J&!8QB&&&

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 15

    ! Solar at/below grid parity in 100's of markets globally TODAY. ! Deutsche Bank: Solar Below Grid Parity in

    ! 47 states in the US by 2016 !Up to 80% of Global markets by 2017

    Grid Parity in 80% Global Markets by 2017

    Source: Deutsche Bank

    100's of markets

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Up to 80% of Global markets by 2017

    Solar PV costs to drop another 50%+ by 2020

    Graph Source: Citibank and GTM

    25/W

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    $100/W Total Res. System

    Cost = $l.12/W

    ! Solar PV costs down 400X from 1970-2020 ! Citi: installed cost of Residential solar ~$1.12/W by 2020

    ! Installed cost is already

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 16

    ! Solar PV will keep improving unit cost by thousands of times relative to conventional forms of energy.

    ! Assumption: conventional energy prices in 2020 = 2014 Oil @$50/bbl

    By 2020: Solar Cost vs Conventional Energy

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Solar PV Cost Improvement relative to:

    Times improvement (1970-2015)

    Times improvement (1970-2020)

    Petroleum 3,165x 6,329x Nuclear 2,600x 5,200x

    Natural Gas 2,965x 5,911x

    Coal 1,164x 2,329x

    Source: "Clean Disruption"

    Timesimprovement (1970-2020)

    2,329x

    6,329x5,200x

    5,911x

    Solar Growth Rate may Accelerate! (Tech S-Curve)

    Clean Disruption- Copyright 2001-2015 by Tony Seba Rodin Thinker - Photo: Tony Seba

    Solar Growth Rate may Accelerate! (Tech S-Curve)

  • Stanford BUS45 - Leading Market Disruption-

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    Technology Adoption S-Curve (Color TV % US)

    182 Telektronikk 3/4.2008

    believed that HDTV VCRs (and later DVDs) wouldgive consumers a reason for acquiring HDTV sets,even without broadcast programming.

    There were other constraints, but these were themajor ones. There was no question that they wouldhave to be overcome before HDTV would be widelysuccessful and we thought they would be overcomein time. The only exception was the requirement thateconomical flat panel HDTV displays would becomeavailable. They could start out very expensive, butwould have to follow a typical price decline patterncomparable to color television and other consumerelectronics. See, for example, Figure 4. This was themajor area of uncertainty to be addressed throughresearch. That research revealed that R&D was beingfunded by the market leaders, significant progresswas being made and more progress was expected.While no one expected flat-panel displays to followthe improvement rates typical of semiconductormicrochips, there appeared to be plenty of room forcost improvements. Thus, we concluded that (a)HDTV was likely to be successful, and (b) it wouldultimately be a mass market item like color televi-sions. We also reached the preliminary conclusion that,given the initial status of weak drivers and strongconstraints, HDTV would take some years to reachthe market and that it would not be an overnight sen-sation, but would have a moderate adoption rate.

    More on Estimating when a Technology willBecome Commercially AvailableAlthough the names and details vary by industry,most innovations go through a process of discoveryor development of concept, laboratory demonstration,field trials, and early commercial trials, before theyare generally introduced to the market. Once you

    understand this process for the industry of interest,answering the following questions will help answerthe when? question:

    Where in the development process is thetechnology now?

    What steps must still be completed? How long does it usually take to go from here

    to commercialization? Can and will they be compressed? Who else is working on the process? What resources are there? What problems are likely to come up? How fast can these be overcome? Are there parallel developments or required

    conditions for commercial success? When will the market be ready for the technology?

    Returning to our HDTV example: In 1992, the year ofour first HDTV study, digital HDTV was in the labo-ratory demonstration phase at an industry-sponsoredtest lab. As noted above, the FCC was analyzing theresults and was expected to decide on one of them inlate 1993 or early 1994. Based on analogies withB&W and color, we estimated that HDTV receiverswould enter the marketplace sometime in 1994 or1995. From there we estimated that it would take fouror five years to reach 1 % penetration. Thus, our esti-mated 1 % point was mid-1999. This was based on acompromise between the two to three years it tookblack-and-white TV, VCRs, and CD players to reach1 % penetration and the eight years it took color TV(see Figure 4 again), HDTVs closest analogy. Again,we felt that lack of programming was much less aproblem in the 1990s for HDTV than it was in the1950s for color TV.

    Perhaps we should have spent more time researchingthe problems likely to come up question. As itturned out, in 1993, elements of several of the indi-vidual proposals for HDTV standards were combinedto form a Grand Alliance digital system. Testing ofthe new system began in early 1995, the year of oursecond HDTV study4). In that study we estimatedstandards approval in 1996, commercial introductionin 1997, and 1 % penetration by yearend 2000, a yearand a half later than estimated in 1992. However,before final approval the computer industry inter-vened, demanding progressive instead of interlacedscanning. The result was further delay. After a com-promise was reached in late 1996 to allow both typesof scanning, the FCC approved the standard onDecember 24, 1996, the first HDTV sets were intro-Figure 4 US Color Television Adoption

    4) Lawrence K. Vanston, Curt Rogers, and Ray L. Hodges, Advanced Video Services: Analysis and Forecasts for Terrestrial ServiceProviders, Technology Futures, Inc., 1995.

    0

    20

    40

    60

    80

    100

    1950 1960 1970 1980 1990 2000Time

    Source: Technology Futures, Inc.

    Consumer Adoptions 2008

    Installed base

    Price

    Color TV

    Data Source: eBrain Market Research

    Percentage

    Graph Source: Technology Futures, Inc

    ! Solar PV is a technology. Tech adoption is not linear but follows an S-Curve.

    Solar GOD Parity Point of No Return

    Clean Disruption- Copyright 2001-2015 by Tony Seba Image: RedOrbit.com

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 18

    God Parity by 2020 - $ Rooftop Solar < $ Transmission

    ! God Parity: cost of rooftop solar lower than cost of transmission!

    ! Centralized Generation can't compete ! Obsolete: Nuclear, Natural Gas, and Coal

    Clean Disruption- Copyright 2001-2015 by Tony Seba Source: Clean Disruption

    4-5 /kWh 4-5 /kWh

    Transmission Costs /kWh

    4-5 /kWh

    Solar Growth Rate may Accelerate even

    more! (S-Curve)

    Clean Disruption- Copyright 2001-2015 by Tony Seba Rodin Thinker - Photo: Tony Seba

    Solar Growth Rate may Accelerate even

    more! (S-Curve)

  • Stanford BUS45 - Leading Market Disruption-

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    But Not all power generation will be rooftop, right? What about Utility Scale?

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Utility Scale?

    Rodin Thinker - Photo: Tony Seba

    R3S':.*2%,T'UPJ'N,+,$2%K'R9S'5V'J$C$W"#,'R;S'=&,$#P,%K#"%$'

    ! LMOP&1!$&II$&RP&S2TU>&VW2H&&OS2TU>X&VOX&OY! *,&);89&RX*&'Y3DS&VLX&

    1D5:=J&!?B58&!65B9&:;&1!$&]Z&PS2TU>&&&

    '6CJ9:=&KLMMNHLMOP&QJ&(6;J&!8QB&&&

    ! !BFE:&$9BQ:B&II$&^Y_&2TU>&VF;@FQX&R6*C'Y3DS'V[X&

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 20

    ! If Solar PV continues to grow at ~42% CAGR ! 100% of all energy in the world will be solar by 2030

    Source: Clean Disruption

    Energy = 100% Solar by 2030?

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    0

    10,000

    20,000

    30,000

    40,000

    50,000

    60,000

    70,000 Solar Installed Base (GW)

    2. ENERGY STORAGE

    While there are many kinds of stories, there's only one plot: things are not as they seem.

    - Jim Thompson, film-maker

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 21

    ! Laptop Li-on battery costs dropped ~14% per year over 15 years. (1)

    ! Investments in battery tech increasing dramatically: ! Now 3 multi-trillion $

    industries investing: 1.!IT/Electronics 2.!Automotive & 3.!Energy

    (1) Clean Disruption

    Li-on Battery costs dropping exponentially

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Photo: Telegraph.uk

    ! Since 2010, battery costs have dropped at ~16%/year -> ACCELERATING

    Laptop Li-on battery costs

    Photo: Wirkipedia Photo: Wirkipedia

    '58B;&+:@9FCD6;H&'6CJ9:=&K&LMMOHLMOP&QJ&(6;J&!8QB&

    Projected Cost of Li-On Battery $/kWh

    Assumptions: 16%/year cost improvement Source: Clean Disruption

    $-

    $50

    $100

    $150

    $200

    $250

    $300

    $350

    $400

    $450

    $500

    $200/kWh $100/kWh

    Cos

    t of L

    i-On

    Bat

    tery

    Sto

    rage

    ($/k

    Wh)

    Copyright 2001-2015 by Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

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    Gigafactory Projected Figures

    2020 Tesla Vehicle Volume 500,000/yr 2020 Gigafactory Cell Output 35 GWh/yr!

    2020 Gigafactory Pack Output 50 GWh/yr!

    Space Requirement Up to 10M ft2!

    w/ 1-2 levels!

    Total Land Area (acres) 500-1000

    Employees 6,500

    New Local Renewables !

    Solar and Wind!

    Tesla Gigafactory!!

    !

    Rendering!

    ! $5 billion investment (6,500 jobs) ! Battery pack output: 50 GWh/year -> 500,000 cars/

    year ! Double world battery production ! Reduce battery pack costs by 30+%

    Source: Tesla

    Tesla's Battery GigaFactory

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    ! Tesla PowerWall Residential Battery: ! $350/kWh (7kWh or 10kWh)

    ! Tesla Microgrid/Commercial Battery: ! $250/kWh for commercial/microgrid (100kWh)

    Sources: Tesla, Bloomberg

    Tesla's Battery Ahead of the Curve

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    ! Market reaction: Tesla received $800+ million in orders / reservations first week!

    Image: Tesla,

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 23

    ! BYD plans to add 6 GWh every year. ! Could ramp up to 34 GWh by 2020 -

    matching Tesla's 35 GWh (1)

    (1) Reuters (2) Benchmark Minerals

    Battery Megafactories are coming!

    Copyright 2001-2015 by Tony Seba

    ! Foxconn and LG Chem could add combined 22 GWh (2)

    ! Plus Samsung SDI, Apple, etc.

    ! Tech Cost Curve could accelerate!

    Picture 2015 by Tony Seba

    )*)%./&!("%$.)&01!-*)!!&4"+)#&-**",$(-"*&

    '58B;&+:@9FCD6;H&'6CJ9:=&K&LMMOHLMOP&QJ&(6;J&!8QB&

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 24

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Business Model Innovation: Storage As A Service

    Image: Stem

    ! Stem and GreenCharge Networks offering storage-as-service to reduce DEMAND CHARGES for businesses ! Zero-money down, 10 years

    ! Lower utility bills by 10-50% (1) ! Similar business model that made solar skyrocket

    Image: Stem

    (1) Source: Bloomberg

    !=69B 2014 2020 2024 2028

    Purchase Cost of Battery Storage System ($/kWh) -> $600 $500 $300 $200 $100 $50

    SaaS Services Hours kWh Storage: Monthly Cost Demand Response 1 1.25 $4.6 $3.8 $2.3 $1.5 $0.8 $0.4

    Avoid peak, buy low & shift usage 4 5 $18.4 $15.3 $9.2 $6.1 $3.1 $1.5 Store all solar self-generation 8 10 $36.8 $30.7 $18.4 $12.3 $6.1 $3.1 Self-sufficiency 16 20 $73.6 $61.3 $36.8 $24.5 $12.3 $6.1 Off-grid 24 30 $110.4 $92.0 $55.2 $ 36.8 $18.4 $9.2

    Assumptions: 4% cost of capital (mortgage) over 20 years

    $12.3 $6.1 Self-sufficiency 16 20 $73.6 $61.3 $36.8 $18.4 $9.2

    Self-sufficiency Off-grid Off-grid 24 30 $110.4 $92.0 $55.2

    2020

    $300 $200

    Storage: Monthly Cost Storage: Monthly Cost Storage: Monthly Cost $2.3 $1.5

    $9.2 $6.1 $18.4 $12.3 $36.8 $24.5 $36.8 $24.5 $55.2 $ 36.8

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    3. The Electric Vehicle Disruption

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Photo Tesla Motors

    Motor Trend 2013 Car of the Year: Tesla Model S

    It drives like a sports car, eager and agile and instantly responsive. But it's also as smoothly effortless as a Rolls-Royce and carry almost as much stuff as a Chevy Equinox. Oh, and it'll sashay up to the valet at a luxury hotel like a supermodel working a Paris catwalk.

    Nov 16, 2012

    Sources: Motor Trends, (1) Consumer Reports, (2) Extremetech.com

    Consumer Reports: Best Car EVER!(1)

    Best-selling high-end

    large luxury car in America! (2)

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Image -Tony Seba

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    But who can afford an Electric Vehicle?

    Photo Tony Seba Clean Disruption- Copyright 2001-2015 by Tony Seba

    Is the Electric Vehicle

    Disruptive?

    Is the Electric Vehicle

    Disruptive?

    Clean Disruption- Copyright 2001-2015 by Tony Seba Photo by Tony Seba

    (You always need to ask)

  • Stanford BUS45 - Leading Market Disruption-

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    0

    10

    30

    40 50 60

    70

    80

    90

    100

    20

    90%-95%

    1. Electric Motor 5X more Energy Efficient Internal Combustion

    Engine

    Energy Efficiency 17%-21%

    Energy Efficiency

    0

    10

    30

    40 50 60

    70

    80

    90

    100

    20

    Images Source: ICE - Tony Seba , Electric: BradMerritt.com Sources: ICE DOE, EM Wikipedia

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Electric Motor

    2. EVs are 10X cheaper to charge / fuel

    Source: Tesla Clean Disruption- Copyright 2001-2015 by Tony Seba

    ! It costs $15,000 to fill up a (gas) Jeep Liberty over five years (Consumer Reports).

    Assumptions: ! 12,000 miles/year ! Tesla Roadster: 4.6 miles per kWh. ! Ave retail electricity in the U.S.: 12 /kWh ! 5 year-cost = (60,000 miles * 0.12 $/kWh) / 4.6 miles/kWh = $1,565.

    Sources: Consumer Reports, DOE, Clean Disruption

    ! Improvements in power electronics will increase 10X.

    Image: Jeep.com

    ! An Electric Jeep Liberty would

    cost $1,565 in electricity.

    to fill up five

    would

    in electricity.

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 28

    3. Maintenance - Gasoline Car: 2,000+ moving parts (1)

    Photo Todd McLellan

    Clean Disruption- Copyright 2001-2015 by Tony Seba (1)! Baron Funds

    Transmission, driveshaft, clutch, valves, differentials, pistons, gears, carburetors, crankshafts...

    (1)! Baron Funds (2) Tesla blog

    Electric Vehicle (EV)

    18 moving parts (1)

    3. EVs: 100X fewer Moving Parts

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    ! EVs 10X-100X cheaper to maintain! ! Tesla: Infinite Mile Warranty!(2)

    Photos: Tony Seba

    ICE (Gas) vehicle

    2,000+ moving parts (1)

  • Stanford BUS45 - Leading Market Disruption-

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    Image Source: BRD Motorcycles

    4 EVs FAR MORE powerful than ICE

    Teslas EV SUV will have the performance of a Porsche 911 Carrera! - Elon Musk, Tesla

    EV Torque

    ICE Torque

    Leading Market Disruption- Copyright 2001-2015 by Tony Seba

    Car Images Source:WikiMedia

    EVs Shift the Price/Performance equation -> Disrupt the BASIS of COMPETITION

    EVs: Porsche performance for Buick prices! Clean Disruption- Copyright 2001-2015 by Tony Seba

    Price

    Performance

    Low $

    High $$$

    Low High

    Porsche 911 Carrera

    Buick Enclave Tesla Model X

    Copyright 2009-2015 by Tony Seba

    Medium $$

  • Stanford BUS45 - Leading Market Disruption-

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    Ok, so the EV is DISRUPTIVE.

    How long will the transition take?

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Disruption from Above: Cost of EV with 200-mile (320 Km) range

    Source: US DOE Vehicle Technologies Program

    $-

    $10,000

    $20,000

    $30,000

    $40,000

    $50,000

    $60,000

    $70,000

    $80,000

    Assumptions: 4 miles/kWh, 50kWh batteries,16% yearly improvement in battery costs, EV Costs = 3X cost of battery

    Ave gas Car cost in US: $31K

    Ave cost of Low-end gas car in US: $22K

    gas "Affordable SUV": $35-$40K

    Cos

    t of E

    lect

    ric V

    ehic

    le

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Source: Clean Disruption

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    Clean Disruption - Copyright 2001-2015 by Tony Seba 31

    ComputerWorld

    Foxconn to make EV for $15,000

    Foxconn, the maker of the Apple iPhone to invest $811m to develop Electric Cars."

    Sept 4, 2014

    "Foxconn CEO Terry Gou said they are targeting EVs priced at less than $15,000. " (1)

    Clean Disruption- Copyright 2001-2015 by Tony Seba Image Copyright 2015 by Tony Seba

    4 - The Autonomous Vehicle Disruption

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Photo Wikipedia

  • Stanford BUS45 - Leading Market Disruption-

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    ! Daimler Benz autonomous self-driving truck approved in Nevada

    Video: WSJ Leading Market Disruption- Copyright 2001-2015 by Tony Seba

    Financial Times Nevada approves Autonomous Trucks

    May 5, 2015

    Daimler Benz autonomous self-driving truck approved in Nevada

    Nissan autonomous Car by 2016 Reuters June 3, 2014

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Nissan autonomous Car by 2016 Reuters June 3, 2014

    Clean Disruption- Copyright 2001-2015 by Tony Seba

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    TheVerge

    Tesla capable of Self-Driving 90% of the time by 2015

    90% of your miles to be autonomous. For sure on highways." (Elon Musk)

    Oct 2, 2014

    (1) UK Daily Mail

    Photo: Tony Seba

    "Legal, regulatory issues must be overcome." (1)

    Graphic Source: Audi

    High End: Semi-Autonomous Capabilities "! High-end cars already have autonomous

    ('Drivers Assist') tech

    Leading Market Disruption- Copyright 2001-2015 by Tony Seba

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    Clean Disruption - Copyright 2001-2015 by Tony Seba 34

    What about the COST of

    Autonomous Vehicles?

    Copyright 2001-2015 by Tony Seba

    GraphicPopular Science

    What an Autonomous Car Sees

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    "! Google Car: 3D Machine Vision uses LIDAR " Google Car: 3D Machine Vision uses LIDAR

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 35

    Graphic Source Wikipedia

    Exponential Technologies: Machine Vision LIDAR Sensors

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    ! By the end of 2013, the next-gen LIDAR was: $10k

    ! By Oct 2014, a SV startup company announced LIDAR

    for $1k

    "! In 2012 Google announced that the cost of technology in its self-driving car was ~$150k.

    "! LIDAR Sensor (for Machine Vision) was $70k in 2012

    Source Quanergy Leading Market Disruption- Copyright 2001-2015 by Tony Seba

    LIDAR: From $70,000 to $1,000 to $90

    6 2015 Quanergy Systems, Inc.

    Mark VIII (M8) & Solid State (S3) LiDARs

    Designs focus simultaneously on cost, performance, size and reliability Gen 1: mechanical LiDAR (M8) Gen 2 & 3: solid state LiDAR (S3)

    One beam is pointed skyward to prevent blind spots in the event of pitch or roll

    Disruptive Pricing: Gen 1:

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 36

    Autonomous Vehicles = Computers on Wheels

    Clean Disruption- Copyright 2001-2015 by Tony Seba Image Copyright 2015 by Tony Seba

    !!What is the Cost Curve of Computing Power? !! to process sensor input?

    Source Wikipedia

    Year 2000: World's 1st 1-TeraFlops Computer ASCI RED Sandia National Labs

    Leading Market Disruption- Copyright 2001-2015 by Tony Seba

    "! Space = 1,600 sq ft (150 m2) "! Power Consumption = 850 kW "! Cost = $46 million

    Image: ExtremeTech

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 37

    Exponential Technologies: GPU: NVIDIA Drive PX !! Dual Tegra X1 GPU Processor

    !! 2.3 TeraFlops !! Power Consumption = 15 W

    #!56,666X improvement

    #! Cost = $59 #!~1 million X improvement

    '58B;&+:@9FCD6;H&'6CJ9:=&KLMO^&QJ&(6;J&!8QB&Image & Data Source: NVIDIA

    #! Built for Self-Driving Cars ! Surround Computer Vision (CV) with Advanced Rendering ! Deep Learning S/W, and ! Over-the-air updates

    Ok, cost is not an issue...but

    Is the Market Ready for Self-Driving Cars?

    Leading Market Disruption- Copyright 2001-2014 by Tony Seba

    for Self-Driving Cars?

    Rodin Thinker - Photo: Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 38

    Are consumer ready for Autonomous cars?

    Clean Disruption- Copyright 2014 by Tony Seba Source: Cisco Systems

    2.8b people

    Cool! I can and also while NOT driving!

    Clean Disruption- Copyright 2001-2015 by Tony Seba Rodin Thinker - Photo: Tony Seba

    But what's the disruptive impact?

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 39

    01!-*)!!&4"+)#&-**",$(-"*&

    '58B;&+:@9FCD6;H&'6CJ9:=&K&LMMOHLMOP&QJ&(6;J&!8QB&

    01!-*)!!&4"+)#-**",$(-"*

    My Smartphone On-Demand Transportation

    Photos: Tony Seba

    Plan & schedule ALL transportation needs with Apps 1.! Buses: NextBus 2.! Trains: CaltrainMe, iBART

    3.!Car-Sharing: Zipcar 4.!Ride-Sharing: Uber, Lyft 5.! Parking: PayByPhone 6.! EV Charging: ChargePoint

    Image 2015 by Tony Seba Clean Disruption- Copyright 2001-2015 by Tony Seba

  • Stanford BUS45 - Leading Market Disruption-

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    CAR- Sharing

    Images: Tony Seba

    Zipcar: !! On-demand individual transportation

    !! By the hour, by the day !! 760k members and $270m in revenues (2012) !!Share-to-own ratio: 15 !! Each shared zipcar replaces

    15 cars on the road. On-Demand Mobility: changing the concept of "Car Ownership" !!while reducing the need for

    new cars Clean Disruption- Copyright 2001-2015 by Tony Seba Source: "Clean Disruption"

    RIDE- Sharing

    Image: Tony Seba

    Companies disrupting private and public transportation.

    "! =.##,%1#C'*+,2+'H"AK'/2"0,2+'"! >bT'c),2d'8Be'

    "! Uber (started 2009): "! May '15 - 311 cities in 58 countries (1) "! Est. 2015 Bookings = $10 billion(2) "! 1 million drivers (global) (3)

    (1) (2) (3) Business Insider

    (4) Wikipedia Clean Disruption- Copyright 2001-2015 by Tony Seba

    San Francisco Figures !! # Uber Drivers (2015): 22,000 !! # of Taxicabs (2012): 1,825 (4)

    !!Carpooling ~= half of Uber Rides

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 41

    ! Cars are our 2nd largest Capital Expense.

    ! Ave. car costs = $31k ! Plus OpEx: gasoline,

    insurance, maintenance, etc

    Cars: Hugely Inefficient Use of Assets

    Photo: Tony Seba

    ! But cars are parked 96% of the time! (1)

    ! 4% Asset Utilization is a disruption waiting to happen!

    Leading Market Disruption- Copyright 2001-2015 by Tony Seba (1) Donald Shoup

    But cars areparked 96% of the time! (1)

    !)#3H+%-,-*.&W&'$%!c$%-*.d&'"*,)%.)*')&"3&

    ()'c*"#"./&e&01!-*)!!&4"+)#&-**",$(-"*&

    '58B;&+:@9FCD6;H&'6CJ9:=&K&LMMOHLMOP&QJ&(6;J&!8QB&

    !)#3H+%-,-*.&W&'$%!c$%-*.d&'"*,)%.)*') "3

    ()'c*"#"./&e&01!-*)!!4"+)#&-**",$(-"*

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 42

    The Verge UBER announced Self-Driving Car Project Uber announced plans with Carnegie Mellon University to create the Uber Advanced Technologies Center: R&D of autonomous vehicles."

    Feb 2, 2015

    "When there's no [driver], the cost of taking an Uber anywhere becomes cheaper than owning a vehicle...and

    then car ownership goes away." said Uber's CEO

    Image: Tony Seba Clean Disruption- Copyright 2001-2015 by Tony Seba

    Helsinki, Finland: Clean Disruption by 2025 "! Helsinki announced intention to build 'mobility on

    demand' platform based on self-driving cars by 2025.

    Leading Market Disruption- Copyright 2001-2015 by Tony Seba

    "! Mobile platform / app would knit together: "! Driverless cars, "! Little buses, "! Shared bikes and "! Ferries,

    "! into a seemless "mobility on demand" service.

    "! Objective: make car ownership (in the city) obsolete

    (1) Guardian

    Image: Fool.com Image: Fool.com

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 43

    1.!Car-as-a-service (CarSharing + Self-Driving Vehicles) will make Individual Car Ownership Obsolete

    2.! New Car Market to shrink by ~80%. ! Disruption of Auto industry ! Disruption of Car insurance industry

    3.!~80% parking space not needed ! Citiscape to be re-designed

    The Self-Driving Car Disruption

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    !144$%/&

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 44

    2015:we are HERE

    Summary: On the Cusp of a major Disruption in Energy and Transportation

    HERE

    Source: US National Archives Clean Disruption- Copyright 2001-2015 by Tony Seba

    2015 Clean Disruption of Energy & Transportation !! The technologies, skills, organizations, and culture of the

    industrial revolution have run out of steam !! They are being disrupted by the technologies, skills, organizations,

    and culture of the "Silicon Valley" technology revolution

    1.! Solar 2.! Energy Storage 3.! Electric Vehicles 4.! Self-Driving Vehicles

    Clean Disruption- Copyright 2001-2015 by Tony Seba Image: Tony Seba

    !! Generation, Storage, and Intelligence pushed to the edges !! Distributed, Mobile, grid-independent

    !! Bits + photons are replacing atoms (coal, nukes, gas, oil) !! Electric + ICT replacing combustion

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 45

    1.! ALL Energy will be Solar (+Wind) ! Disruption of Conventional Electric Utilities ! Obsolete: Nukes, Coal, Gas, Diesel

    2.! ALL NEW Vehicles will be Electric ! Disruption of Conventional Car Industry ! Obsolete: ICE Vehicles, Petroleum

    3.! ALL NEW Vehicles will be driverless ! Disruption of Conventional Car Industry, Car

    Insurance, Parking

    Clean Disruption - By 2030

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    Clean Disruption of Energy & Transportation

    Clean Disruption- Copyright 2001-2015 by Tony Seba

    This disruption is not in the future. It is NOW!

  • Stanford BUS45 - Leading Market Disruption-

    Clean Disruption - Copyright 2001-2015 by Tony Seba 46

    (c$*f!g&'

    www.tonyseba.com

    !!

    "#$%&!'#(#&)#!!

    !!"#$%&'($)"vestors Forum *+,"-$.*#/0$1"$2*"3$4*"3$$51.6$/$7*89-$*"$3:*;/:$1"-./;1:1.0$/"#$Chinas new normal$

    $!"#$%&"#$%%Monday 14 September 2015: CLSA Limited (CLSA), Asias leading and longest'running brokerage and investment group opens today the 22nd CLSA Investors Forum, one

    "(%)*+%,-.$+/)%-#0%,+-01#$%$,"2-,%1#3+/)4+#)%5"#(+.+#5+/%1#%)*+%-//+)%4-#-$+4+#)%1#06/).78%%%The 22nd CLSA Investors Forum provides more than 1400 global fund managers and 230

    ,+-01#$% ,1/)+0% 5".9".-)1"#/% (."4% :;% 5"6#).1+/% -% 9,-)(".4% (".% 01/56//1"#% -#0% 0+2-)+% "#%4-.%5".9".-)+%$"3+.#-#5+%-#0%4".+8%%%?$-1#/)% -% 2-5%5"#)1#6+0%6.2-#1L-)1"#%-#0%0+3+,"94+#)%"(%)*+%/+.315+%/+5)".%J1,,%9."310+%-%2-/1/%"(%$."J)*%J*1,+%A*1#-%-0M6/)/%1)/%1#06/).1-,%/+5)".%)"%the realities of excess capacity in a more mature domestic economy, Slone said. %%ABC?%9."310+/%-%0+)-1,+0%31+J%"#%A*1#-%)*."6$*%/+3+.-,%#+J%.+9".)/%)"%2+%1//6+0%)*1/%J++%J1,,%"((/+)%4-M".%.1/% 1#% -% M"1#)% .+9".)% J1)*% AKPKA% C+56.1)1+/8%./.01#2+34#/&3(#'"5#2&'#0,'5%.+31+J/%)*+%5"6#).1+/%-#0%/+5)"./%)*-)%J1,,%2+#+(1)%4"/)%(."4%Chinas brilliant plan to export its overcapacity, e/)-2,1/*% /).-)+$15% $+"'9",1)15-,% -,,1-#5+/>%*-.#+//%+#+.$7%/+56.1)7%-#0%(".4%-%$1-#)%#+J%(.++').-0+%L"#+8%%%Forum delegates will hear from more than 40 CLSA analysts on Chinas banking, energy,

    +065-)1"#>% $-41#$>% *+-,)*5-.+>% ,[email protected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hinas brilliant plan to export its overcapacity, e/)-2,1/*% /).-)+$15% $+"'9",1)15-,% -,,1-#5+/>%*-.#+//%+#+.$7%/+56.1)7%-#0%(".4%-%$1-#)%#+J%(.++').-0+%L"#+8%%%Forum delegates will hear from more than 40 CLSA analysts on Chinas banking, energy,

    +065-)1"#>% $-41#$>% *+-,)*5-.+>% ,[email protected]% -#0% 9."9+.)7% /+5)"./>% J*1,+% .+$1"#-,% 690-)+/% "#%5"44"01)1+/>%5"#/64+.>%+5"#"415/>%(1#-#5+%-#0%)+5*#","$7%-.+%9."310+0%-,"#$%J1)*%4-.% F-9-#>% &".+->% Q*1,1991#+/>% C1#$-9".+>% C.1% B-#% P-1J-#% -#0%P*-1,-#08%%%?001#$%)"%)*+%01-,"$6+%-.+%I;%1#06/).7%,641#-.1+/%1#%(1+,0/%.-#$1#$%(."4%5,+-#%+#+.$7>%)"%"1,%-#0%$-/>%)"%-6)"#"4"6/%5-./%-/%J+,,%-/%+5"#"415%-#0%(1#-#51-,'4-.