internet of things cologne 2015: to make the world a brighter place - how data drives sustainability
TRANSCRIPT
![Page 1: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/1.jpg)
To Make the World a
Brighter Place:
How Data Drives
Sustainability
Dr. Felix Hanisch
Covestro Deutschland AG @
“Internet of Things - Industrie 4.0”,
Cologne, Germany, 2015-09-101
![Page 2: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/2.jpg)
Agenda
2
Chapter 1 At a glance
Chapter 2 Global trends
Chapter 3 Challenges for the Chemical Industry in Europe
Chapter 4 What is “Chemicals 4.0”?
Chapter 5 Sustainability
Chapter 6 If…
![Page 3: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/3.jpg)
ONE OF THE
WORLD'S LEADING
POLYMER
PRODUCERS
Covestro – who we are
3
At a glance
![Page 4: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/4.jpg)
Structure
4
At a glance
Polyurethanes
Raw materials
for rigid and
flexible foams
Polycarbonates
Granules and
sheets for a
wide variety of
applications
Coatings
Raw materials
for coatings,
adhesives and
specialties
Basic Chemicals
Chlorine
production
as the backbone
for product
manufacture
![Page 5: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/5.jpg)
5
Profile
At a glance
![Page 6: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/6.jpg)
6
Profile
At a glance
Servingkey industries
Technologicallyleading
Products and solutions
for a diverse range of
end-markets
Presentaround the globe
Major sites in Europe,
Asia and the Americas,
close to the customers
Highly efficient,
environmentally
compatible processes
![Page 7: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/7.jpg)
7
Strategy
At a glance
Highlyinnovative
Experiencedworkforce
Focused research and
development for current
and future needs
Sustainable
All activities targeting
People, Planet, Profit
Around 17,150
dedicated employees
worldwide
![Page 8: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/8.jpg)
covestro.com
Chapter 2Global trends
8
![Page 9: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/9.jpg)
THE WORLD IS
FACING BIG
CHALLENGES.
9
![Page 10: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/10.jpg)
10
![Page 11: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/11.jpg)
NATURAL
RESOURCES ARE
BEING DEPLETED,
GLOBAL ENERGY
DEMAND IS RISING.11
![Page 12: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/12.jpg)
12
![Page 13: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/13.jpg)
13
SOMEONE
BORN IN 2030 CAN
POTENTIALLY
REACH THE AGE
OF 130.Source: Knowledge and innovation network
![Page 14: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/14.jpg)
14
![Page 15: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/15.jpg)
THE NUMBER OF
CARS WILL
QUADRUPLE BY
2050 – AND SO WILL
CO2 EMISSIONS.15
Source: Environmental NEWS.de
![Page 16: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/16.jpg)
16
![Page 17: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/17.jpg)
IN 2030, COMPUTERS
WILL BE MILLIONS OF
TIMES MORE
POWERFUL THAN
TODAY.Source: The world
17
![Page 18: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/18.jpg)
covestro.com
Chapter 3Challenges for the Chemical
Industry in Europe
18
![Page 19: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/19.jpg)
% of global sales in Europe to drop from
33% in 2000 to just 13% in 2035
19
Europe‘s chemical industry in a squeeze:
33%
19%
13%
0% 20% 40% 60% 80% 100%
2000
2015e
2035e
Europe
Asia
North America
Latin America
Rest of World
source: Roland Berger, Chemicals 2035, 05/2015
![Page 20: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/20.jpg)
End
Use
Challenges to Europe‘s chemical industry
along the value chain
20
The „Big Five“:
source: Roland Berger, Chemicals 2035, 05/2015
FeedstockChemical
Production
Application
Manufactrg.
1Feedstock
disadvantage
2Chemical
clusters
outside EU
56% is the amount by which EU regulations for the chemical industry have increased since 2008 –
driving up costs in Europe and creating an uneven international playing field.
3
4EU’s shrinking
manufacturing
base
5Demand shift
![Page 21: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/21.jpg)
Focus on higher-value engineering
polymers and active specialties
• Active only in higher-value, smaller-volume engineering polymer markets
• Relatively consolidated markets with stable structures, largely unchanged over the last 5 years
• Product differentiation from close customer interaction and solution development
21
How to get out of the squeeze:
Notes: (a) Average selling price is based on 2014 published prices in Europe
(b) Proxy for CAS business unit; based on aliphatic isocyanate derivatives (derived from HDI, IPDI and H12MDI monomers)
(c) Sales value defined as: global demand (t) x average selling price (US$/t); bubble in the legend reflects c. US$2.0bn sales value
Source: Nexant
![Page 22: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/22.jpg)
Leverkusen
Brunsbüttel
Dormagen
Antwerp
Baytown
Shanghai
Map Ta Phut
Krefeld-Uerdingen
Covestro‘s global production network
22
How to get out of the squeeze:
![Page 23: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/23.jpg)
Proportion of sales/worldwide & regions, profit
23
How to get out of the squeeze:
North America
22%
Europe
38%
Asia/Pacific
28%
SALESworldwide
€ 11.7 bn
America, Africa,
Middle East
12%
SALESworldwide
€ 11.7 bnPROFIT€ 1.19 bn*
Earnings before interest, taxes, depreciation and amortization (EBITDA) excluding non-recurring items
![Page 24: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/24.jpg)
Is “Chemicals 4.0” the life vest in a rising tide?
24
Evolution of the chemical industry:
source: Roland Berger, Chemicals 2035, 05/2015
Age of FeedstockMaking the most
out of feedstock
< 1980
Age of Value
Chain FocusFocus on core
businesses
1980 - 2000
Age of
Life SciencesFocus on value-added
specialties and profitable growth
2000 - 2015
Age of Application:
Chemicals 4.0
> 2015
![Page 25: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/25.jpg)
covestro.com
Chapter 4What is “Chemicals 4.0”?
25
![Page 26: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/26.jpg)
Industry 4.0 Buzzword Bingo
IoTinternet of
things
smart
city
PAASplatform as
a service
Big
Data
Google cloud
CPScyber-
physical
systems
M2Mmachine-to-
machine
embedded
systems
AutoPnPauto plug
and play
mobilesocial
machine
sensor data-
driven
operations
analytics
SoAservice
oriented
architecture
(no)milk
in fridgeI40
industry 4.0
26
+1 bonus point for “next gen” + bingo phrase
+1 bonus point for
bingo phrase + “visualization”
• Industry 4.0 focuses on the
production of intelligent products,
methods and processes
• Cyber-physical systems enable
the intelligent factory
• Intelligent products actively
support the production process
• At its interfaces, the factory
becomes part of an intelligent
infrastructure
• Pushed by German government
in “Plattform Industrie 4.0”
What is Industry 4.0?
![Page 27: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/27.jpg)
Are we different?
27
What is Chemicals 4.0?
chemical plant
20-30 years in
operation
operating system
~7 years
car lease
cell phone dev cycle
![Page 28: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/28.jpg)
Are we different?
28
What is Chemicals 4.0?
safe
+
secure!
high fixed capital complex production networks
long
asset
lifetime
![Page 29: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/29.jpg)
Leveraging data, technology & customer
intimacy
29
What is Chemicals 4.0?
Material Energy
digitization
and data
customers‘
needs
New
products
2.translating customers‘
needs into applications
Rawmaterials
Use
Application
Products
Production
Processing1.adjusting portfolios
3.digitizing industry set-up
Chemicals 4.0
Use of
CO2
Energy
recovery
oil-based bio-based fossil renewable
4.achieving feedstock flexibility
Thermical
recycling
Chemical
recycling
![Page 30: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/30.jpg)
Highly interconnected production networks
30
What is Chemicals 4.0?
• all devices connected in layered
production network
• 20+ years of experience
• use of features + integration is a challenge
• common information model
required for the future
• device + manufacturer
independent!
![Page 31: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/31.jpg)
Field devices with ever increasing capabilities
Each device of a plant today delivers and requires complex set of data. A typical
chemical plant has 100‘s – 1000‘s of these.
31
What is Chemicals 4.0?
e.g. flowmeter
• 4 main measured variables (cont.)
• ~a dozen additional cont. variables
• complex configuration parameters
• 200+ pages manual
• can be connected to deliver only
4-20mA analog signal or fully digital
via bus systems
How to capture “the configuration” of a plant?
How to monetize this data?
![Page 32: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/32.jpg)
(Process) data has history @ Covestro
2003 start of global organization „Process Control Technology“
2004 standardization of systems & devices
2007 enterprise roll-out of OSIsoft‘s PI as plant historian
~ 50 systems globally, 1.5 million tags
enterprise roll-out of Matrikon Alarm Manager
& Controller Performance Monitor ~20 – 30 systems globally
32
What is Chemicals 4.0?
7 years of data
available offline
3 years of
data
online +3 T
B / a
• How “ready to use” is this
data?
• How to relate different data
sources to get the full
picture?
![Page 33: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/33.jpg)
Condition monitoring – putting data to action
33
What is Chemicals 4.0?
device 1fault prediction
actual prognosis
device xfault prediction
actual
device 2fault prediction
actual
- report
- control
device yfault prediction
actual
Learn from the
history of all
devices
factory
Enter-
prise
prognosis
prognosis
prognosis
- report
- control
- report
- control
- report
- control
PuMon – Plant Unit Monitoring• prediction quality improves with # of
detected events
challenges:
• false positives are as bad as
real negatives
• configuration & continous support
“fool”
“smart”
“wise man”
source: Thorsten Pötter, Bayer Technology Services, 2014
![Page 34: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/34.jpg)
Vision for the Process Industry by
Plant design, construction,
commissioning and operation (Life
Cycle) is a transparent, consistent
overall process:
• Training Simulator by fingertip
• Single Point of Change
• Interfaces that simply work
• Condition-based maintenance
• No unplanned shutdowns
• …
34
What is Chemicals 4.0?
Flexible Production for volatile Markets
• Adaptive, self-configuring, self-
organizing, flexible production
facilities
• High degree of crosslinked and high
available information services
• Cost, energy and ressource
utilization optimized production –
also across corporate boundaries
• Product quality within specification
(no waste)
"User Association of Automation Technology in Process Industries", is an international association of
user companies (established in 1949) and represents their interests concerning automation technology.
Industrie 4.0 is backwards compatible with 3.0 (2.0)
source: Thorsten Pötter, Bayer Technology Services, 2014
![Page 35: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/35.jpg)
covestro.com
Chapter 5Sustainability – or how we get
better already today
35
![Page 36: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/36.jpg)
36
![Page 37: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/37.jpg)
To make the world a brighter place
37
Sustainability
Helping
the environment,
conserving
resources
As a technology leader,
Covestro strives for
efficient and environmen-
tally friendly production.
The company's products
and solutions contribute
to the responsible use of
resources and to climate
protection.
![Page 38: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/38.jpg)
Positioning
38
Sustainability
PEOPLE PLANET PROFIT
Serving people Reducing CO2emissions Creating value
• improve well-being• enhance safety• support social progress
• responsible use of resources
• improve product life cycles
• close material cycles
• need-based products and solutions for customers and markets
• safeguarding growth, jobs
![Page 39: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/39.jpg)
Renewable energies – Solar Impulse
39
Sustainability: Applications – construction, transportation
SUN IN THE TANK
Covestro sponsors the Solar Impulse
project – flying without fuel.
• ultra-lightweight polyurethane foams for the
cockpit and batteries
• extremely thin polycarbonate sheets for cockpit window
• specialty adhesives for composite material
![Page 40: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/40.jpg)
Eco-friendly production
40
Sustainability
Covestro aims to reduce its specific CO2 emissions by 40% by 2020.
The company is
constantly working
to improve its
production
processes and
increase its energy
efficiency.
![Page 41: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/41.jpg)
Eco-friendly production – processes
41
Sustainability: Production
ECO-FRIENDLY PRODUCTION
Covestro makes use of highly efficient
technologies and processes.
Energy-saving processes• Oxygen depolarized cathode technology for
chlorine production
• Gas-phase technology for the production of isocyanates
• Melt process for polycarbonate production
Intelligent instrumentation and control• STRUCTese™ energy management system
![Page 42: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/42.jpg)
Alternative raw materials
42
Sustainability
From pollutant to raw material
Covestro plans to
integrate carbon
dioxide into
the production
chain.
The company is
also working on
the use of bio-
based raw
materials.
![Page 43: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/43.jpg)
Alternative raw materials – carbon dioxide
43
Sustainability
MAKING USE OF CLIMATE GAS
Dream Production – Covestro wants to make
use of CO2 for the production of polyol, a key
precursor for polyurethane foam.
• Carbon dioxide replaces some of the crude oil on which
the polyol is normally entirely based.
• Process proven in test phase for several years
• CO2-based high-quality foam
• Company is building a plant for the production of polyol
with CO2.
![Page 44: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/44.jpg)
Data drives improvement along the life cycle
44
Sustainability
Mechanical
recycling
New
products
Use of
CO2
Energy
recovery
oil-based bio-based fossil renewable
Material Energy Rawmaterials
Use
Application
Products
Production
Processing
Thermical
recycling
Chemical
recycling
2.translating customers‘
needs into applications
1.adjusting portfolios
3.digitizing industry set-up
4.achieving feedstock flexibility
Chemicals 4.0
![Page 45: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/45.jpg)
covestro.com
Chapter 6Chemicals 4.0 – What is missing?
45
![Page 46: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/46.jpg)
Truly understanding plant performance
across multiple metrics.
46
If the fairy came around…
0
2
4
6
8
10
reliability
energyefficiency
yield
alarm mgmt
controllerperf
variable cost
plant A
plant B
• requires data from different
sources to be analyzed
holistically
• today structural relationship
between data sources requires
manual configuration
fails over time
1
![Page 47: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/47.jpg)
Optimizing the design of new units over the
entire life cycle of the plant.
Basics
• same data warehouse through all
life cycle phases
• plug and play of all configuration
changes
47
If the fairy came around…
Advanced
• predicting total cost of ownership of
design decisions
• design for reliability
• plant model in sync with all projects
2concept
phase
enginee
ring
constru
ction
commis
sioning
ope-
ration
optimi-
zation
![Page 48: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/48.jpg)
I wished this presentation was over!
48
If the fairy came around…
And the moral of this story is…
3
![Page 49: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/49.jpg)
STORE YOUR DATA
TODAY –
YOU DON‘T KNOW
WHAT YOU WILL USE
IT FOR TOMORROW49
![Page 50: Internet of Things Cologne 2015: To Make the World a Brighter Place - How Data Drives Sustainability](https://reader031.vdocuments.net/reader031/viewer/2022030309/58f20eb91a28ab8a088b45ad/html5/thumbnails/50.jpg)
50