Big Data, IoT and AI as the Key Elements of

Future Power Generation

17 July 2019

Best Renewable

Energy Asset Managers

Germany 2018

Best Energy

Company 2017

Top 100 Ideas

of the Year

Internet of Things

Smart Data Analytics

Big Data Mining

Artificial Intelligence

Machine Learning

Deep Learning

Predictive Analytics

Augmeneted Analytics

Demand Side Economies

Digital Twin

The consequence of the increasing reliance on data will be a never-ending expansion in the

size of the global data sphere, which drives the GDP and the future economic world

0

500

1000

1500

2000

2500

2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035

Data in ZB

47 ZB

2,142 ZB

Source: IDC White Paper sponsored by Seagate: Data Age 2025. The Digitization of the World from Edge to Core, November 2018,

Kleiner Perkins, Statista Digital Market Outlook

175 ZB

612 ZB

33 ZB12 ZB2 ZB

Gas Combined Cycle

Coal

Nuclear

Onshore Wind

Solar PV - Thin Film Utility Scale

Solar PV - Rooftop C&I

Investing in renewable energy has never been such an attractive proposition!

Alternative Energy

Conventional Energy

Source: Lazard’s Levelized Cost of Energy Analysis, Version 12.0

$0 $50 $100 $150 $200 $250 $300 $350

$81 $170

$36 $44

$29 $56

$112 $189

$60 $143

$41 $74

Levelized Cost ($/MWh)

0

50

100

150

200

250

300

350

2009 2012 2015 2018

Unsubsidized Wind & Solar PV LCOE

Solar PV Wind

$359

$98

$43/42

$135

$70

…maximize Returns

…minimize Investment Risks

ɅRISTOTELES as our IoT-Platform is the digital answer to some of the most urgent

questions of capital investors and banks – how to…

…create highest Transparency

ɅRISTOTELES is the digital approach towards the future managing investment portfolios /

credit loan portfolios on a regional, national and global level

ɅRISTOTELES is the digital approach towards the future managing investment portfolios /

credit loan portfolios on a regional, national and global level

ɅRISTOTELES 5.0Connected Markets

– Demand Side Economics

2021

ɅRISTOTELES 4.0Augmented Analytics

- Deep Learning

2020

ɅRISTOTELES 3.0Predictive Analytics

- Machine Learning

2019

ɅRISTOTELES 2.0Advanced Analytics

2018

ɅRISTOTELES 1.0Connected Assets

Fully working platform with

approximately 160 million data

points in the cloud

2017

WIND SOLAR HYDRO BIOMASSCONVENTIONAL

FIRED STORAGEENERGY GRIDS

With all these digital innovations ɅRISTOTELES is putting all kinds of assets under one umbrella and

ready to become the worldwide leading digital Platform defining the industrial standard

together for a brighter tomorrow

www.kaiserwetter.energy

BACKUP...

2015 2020 2025 2030

South & Central America

North America

Middle East

Europe

Asia- & Oceania

Africa

768 GW

1,549 GW

2,296 GW

3,030 GW

820 Bill $*

702 Bill $*

601 Bill $*

WORLDWIDE DEVELOPMENT

OF WIND POWER,

PV & BIOPOWERMarket in GW

*based on the assumption of decreasing investment costs 2020: 1,050k$/MW2025: 940k$/MW2030: 820k$/MW

Capital of $ 1,800 Billions has to be invested in Renewable Energy around the world

targeting the future climate goals by 2030

Source: GlobalData Power

07/2019

The United States have enormous potential for the expansion of renewable energy

while most of its existing capacity is located at the east & west coast

Cumulative installed capacity MW

1,219,613.91

Power consumption GWh

4,044,711

Power demand GWh

4,088,791

New investment in US$ million (2018-2025)

421,636.66

Population (million)

328.2

Number of power plants

17,032

Number of Deals

23,064

Source: GlobalData Power

07/2019

Between 2019 and 2030, the US market will invest $ 250 billion for 266,000 MW in all

kinds of energy generation assets

0

200,000

400,000

600,000

800,000

1,000,000

1,200,000

1,400,000

1,600,000

2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030

Cumulative installed Capacity in MW

Thermal Nuclear Solar PV Solar Thermal Wind Hydro Biopower GeothermalSource: GlobalData Power

07/2019

148,000 MW

118,000 MW

The share of renewable energies is enormous at $ 237 billion for 252,000 MW. By

contrast, the growth of conventional energies is slowing down

0

100,000

200,000

300,000

400,000

500,000

600,000

2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030

Cumulative installed Capacity of Renewable Energies in MW

Solar PV Solar Thermal Wind Hydro Biopower GeothermalSource: GlobalData Power

07/2019

129,000 MW

123,000 MW