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June 2018
IBM Confidential
Blockchain for Energy, Environment, and Utilities
Neil Gerber
Director, New Energy & Environment
IBM
Topics
 Business Value of Blockchains
 Blockchain Characteristics
 Network Governance and Scaling
 Energy & Utility Industry high value use cases
Time
Many business transactions:
 are time sensitive
 require much settlement and
reconciliation time
 are process-delay prone
Cost
Many business transactions:
 include overheads from
multiple intermediaries
 are costly to manage
and execute
 require extensive
documentation
Risk
Many business transactions:
 are ambiguous and
non-verifiable
 are prone to errors and
tampering
 have no single source of truth
©2016 IBM Corporation 20 June 20183
As a result of frictions many business transactions
remain inefficient, expensive and vulnerable
Source: IBM Institute for Business Value analysis
Aspects of two blockchain types, with hybrids emerging
Business blockchain
• Permissioned access
• Consensus via trusted intermediaries
• Cryptographic database managed and
shared by trusted parties
• Used for enterprise and consortium
applications
Public blockchain
 Permissionless, open access
 Anonymous participants and
validators of transactions
 Allows anonymous
transactions without need for
a trusted intermediary
Main focus of this presentation
Adapted from: https://www.evry.com/globalassets/insight/bank2020/bank-2020---blockchain-powering-the-internet-of-value---whitepaper.pdf.
Hybrid blockchain
 Built on Public Chain
Infrastructure
 Provide technology for
permissioned networks
© 2017 IBM Corporation
Attributes of blockchain for business
5
Append-only
distributed system of
record shared across
business network
Business terms
embedded in
transaction
database
& executed with
transactions
Transactions are
endorsed by
relevant
participants
Ensuring appropriate
visibility; transactions
are secure,
authenticated
& verifiable Privacy
Shared
ledger
Smart
contract
Trust
© 2017 IBM Corporation
Blockchain for Business – Design Principles
Consensus
models
• What trust system is appropriate for the
business network?
Control and
governance
• Which entities are allowed to do what?
• Who owns and begins the investigative
process in the event of a system
anomaly?
• Are Smart Contracts Legally credible?
Digital asset
generation
• Who generates the asset in the system
and who governs it?
Authority for
issuance
• In a truly decentralized system, the notion
of authority simply does not gel.
• Who is responsible for governance,
culpability, and eventually regulations?
Security
considerations:
• How will enterprise security and new
security challenges imposed by a shared
business network be addressed?
While blockchain technology alone is interesting, many other mechanics of a business network need
to be evaluated as well. IBM has 7 key principles for Blockchain Solutions on the Hyperledger fabric:
| IB M
C ON FID EN T IAL 7
Cross-Industry Network
New
Market
Models Collaborate with non-traditional partners
to innovate to build new value
propositions, digital platforms and
marketplaces
New revenue
New services
New products
Network of Competitors
Market
Utility
Collaborate with competitors to build
market utilities to optimize shared B2B
processes
Founder Network
Business
Differentiation
Collaborate with non-competitors to
enhance today’s differentiating
processes B2B-2C
Enterprise
Optimize B2B costs
Optimize risk
Optimize capital
Cost
Innovation
Service
Enterprise Entry Points
| IB M
C ON FID EN T IAL
Coal
Gas
Nuclear
Energy
Storage
Solar
Wind
Petroleum
Geothermal
Biomass
Hydropower
Industrial
Residential
Commercial
Energy
Storage
CHP
Transportation
DSM
Generator
Energy
Efficiency
Microgrid
Solar
SCADA
Control Center
GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE
Step-Up
Transformer
Transmission
Lines
Substation Step-Down
Transformer
Distribution
Lines
Meter
Meter Transmission
Customer
Energy
Storage
Market
Operator
Synchrophasor
D
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Aggregator
IBM Confidential
| IB M
C ON FID EN T IAL
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s
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c
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Microgrid
Industrial
Residential
Commercial
CHP
DSM
Generator
Energy
Efficiency
Solar
SCADA
Control Center
Step-Up
Transformer
Transmission
Lines
Substation Step-Down
Transformer
Distribution
Lines
Meter
Meter Transmission
Customer
Energy
Storage
Synchrophasor
Aggregator
GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE
Coal
Gas
Nuclear
Energy
Storage
Solar
Wind
Petroleum
Geothermal
Biomass
Hydropower
Energy
Storage
Transportation
Market
Operator
IBM Confidential
GRID BALANCING
The Market Operator accesses behind-the-meter Distributed
Energy Resources (DERs) like home batteries or batteries in
electric vehicles to balance the transmission grid. Typically this
happens by agreement via a smart contract between the
User/Provider and the market operator, at various timeframes
down to 1 minute.
| IB M
C ON FID EN T IAL
The need:
 The electricity grid is becoming more volatile
due to the growing share of renewable
electricity generation in the overall supply
 TenneT is working to find new ways of
maintaining the security of supply
Solution:
 TenneT is exploring the use of a permissioned
blockchain network that will use Hyperledger
Fabric to integrate flexible battery storage
capacity into the electrical grid
 Blockchain enables owners of electric vehicles
and residential solar batteries to indicate the
available capacity of their batteries available to
help TenneT balance grid supply and demand
“These pilot projects are part of TenneT’s broader
strategy of preparing the electricity system to
accommodate the growing volume of renewable
energy.”
Mel Kroon
CEO, TenneT
TenneT is unlocking distributed energy
resources flexibility via IBM Blockchain
| IB M
C ON FID EN T IAL
11
How Quickly can you
respond to a request?
Remotely controlled
systems are not fast
• Not for primary control
reserve
Electric vehicles have
limited capacity
• Not suitable for tertiary
control reserve
Different ancillary energy products
https://www.entsoe.eu/fileadmin/user_upload/_library/publications/entsoe/Operation_Handbook/Policy_1_final.pdf
Remotely controlled
battery appliances
| IB M
C ON FID EN T IAL
12
Blockchain Based Energy Balancing
Flex energy
offer
Trading
Ancillary
market
Vehicle
Control
EMS/
SCADA
Blockchain
Hyperledger Activation
Signal
Activation
Signal
Flex
Service
Provider
Transmission
System
Operator
Flex
Monitoring
Car
Monitoring
EV
Drivers
Flex energy
offer
| IB M
C ON FID EN T IAL
Aggregator
Energy
Storage
CHP
Transportation
DSM
Generator
Energy
Efficiency
Microgrid
Solar
D
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GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE
Coal
Gas
Nuclear
Energy
Storage
Solar
Wind
Petroleum
Geothermal
Biomass
Hydropower
SCADA
Control Center
Step-Up
Transformer
Transmission
Lines
Substation Step-Down
Transformer
Distribution
Lines
Meter
Meter Transmission
Customer
Energy
Storage
Market
Operator
Synchrophasor
Industrial
Residential
Commercial
IBM Confidential
ENERGY USE DISAGGREGATION
Energy usage can be disaggregated behind the meter
for all types of energy users - industrial, residential or
commercial. The goal is to not only be able to know how much
energy a single user has been consuming, but understand the
usage on a machine, appliance or singular entity level.
Research has shown that this data transparency leads to much
higher energy savings. In addition there is a trend in utility
regulation to require this capability for end users.
| IB M
C ON FID EN T IAL
Energy consumption for a given period:
Current Situation
Home Use
Smart Meter
Home Owner
Retailer
Consumption
Smart Meter
Charging of EV
Arrow = Energy Volumes
Grid
Connection
Home
| IB M
C ON FID EN T IAL
Energy consumption for a given period:
Blockchain-based EV charging
Home Use
Smart Meter
Lease Company
Energy Provider
Energy Blockchain
kWh Value =
Smart Meter - Blockchain
Consumption
Charging of EV
Car
Non-Gauget
IoT meter
Home Owner
Retailer
Virtual Meter
Smart Meter
IoT Meter
| IB M
C ON FID EN T IAL
Energy consumption for a given period
Charging of EV
Smart Meter
Home Owner
Retailer
Lease Company
Energy Provider
Energy Blockchain
PV
2nd Retailer
Consumption
Virtual Meter
Smart Meter
IoT Meter
Car
Home Use
Gen
| IB M
C ON FID EN T IAL
Step-Up
Transformer
Transmission
Lines
Substation
Meter Transmission
Customer
Coal
Gas
Nuclear
Energy
Storage
Petroleum
Aggregator
Industrial
Residential
Commercial
Energy
Storage
CHP
Transportation
DSM
Generator
Energy
Efficiency
Microgrid
Solar
SCADA
Control Center
Step-Down
Transformer
Distribution
Lines
Meter
Energy
Storage
Synchrophasor
D
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GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE
Solar
Wind
Geothermal
Biomass
Hydropower
Market
Operator
IBM Confidential
RENEWABLE ENERGY CREDITS
Trading platforms already trade renewable energy generation
credits from hydropower, wind energy, biomass plants, solar
or geothermal plants. Blockchain makes it easier to track
provenance of these credits as well as simplify audits and
enhance transparency. In addition, tokens can be created that
have an embedded carbon footprint offset, providing more
consumable and bankable credits.
| IB M
C ON FID EN T IAL
Current Guarantees of Origin processes
The current GO lifecycle is spread across multiple parties, systems and ledgers
Expensive
Every participant keeps
their own ledger, next to the current CertiQ ledger,
with their transactions. Not fully-automated processes.
Inefficient
Disputes because organizations use different ledgers.
Corrections of mistakes
Does not scale to small scale assets.
Vulnerable
Non-automated processes require
intensive auditing.
| IB M
C ON FID EN T IAL
Guarantees of Origin processes using blockchain
Blockchain captures the end-to-end process in one ledger. All parties work on the same data.
Transparent
Every participant keeps the shared ledger
updated with their relevant transactions.
Trustworthy
All participants agree on what information is
stored immutably on the blockchain and how.
Efficient
All participants share the same source of truth for
their operations.
Granular
Smaller decentralized sources of renewable
energy can receive GOs cost effectively.
With a private Blockchain, privacy between parties is ensured, and access is secure and controlled.
| IB M
C ON FID EN T IAL
Veridium “Verde” Carbon Offset Token
20
Transaction of tokens triggers
“emptying and refilling” of
carbon bank
Imagine as a “target” network
for a variety of green credits
| IB M
C ON FID EN T IAL
GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE
Energy
Storage
CHP
Transportation
DSM
Generator
Energy
Efficiency
Microgrid
Solar
D
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d
E
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g
y
R
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c
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Industrial
Aggregator
Coal
Gas
Nuclear
Energy
Storage
Solar
Wind
Petroleum
Geothermal
Biomass
Hydropower
SCADA
Control Center
Step-Up
Transformer
Transmission
Lines
Substation Step-Down
Transformer
Distribution
Lines
Meter
Meter Transmission
Customer
Energy
Storage
Market
Operator
Synchrophasor
Residential
Commercial
IBM Confidential
PEER-TO-PEER TRADING
Peer-to-Peer (P2P) energy trading is a novel paradigm of
power system operation, where people can generate their own
energy from Renewable Energy Sources (RESs) in dwellings,
offices and factories, and share it with each other locally.
Although not viable yet fully supported by most regulatory
regimes, these types of transactions can enhance grid
efficiency, and eventually, grid stability.
| IB M
C ON FID EN T IAL
Meter
Meter Transmission
Customer
Solar
Industrial
Residential
Commercial
Energy
Storage
CHP
Transportation
DSM
Generator
Energy
Efficiency
Microgrid
Market
Operator
D
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AggregatorEnergy
Storage
Synchrophasor
Coal
GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE
Gas
Nuclear
Energy
Storage
Solar
Wind
Petroleum
Geothermal
Biomass
Hydropower
SCADA
Control Center
Step-Up
Transformer
Transmission
Lines
Substation Step-Down
Transformer
Distribution
Lines
IBM Confidential
CYBERSECURITY
The confluence of Blockchain and Cybersecurity is still new.
Device provenance for all RTUs and other monitored assets
in the transmission and distribution grids can be protected by
adding an additional security layer at the firmware level.
This will be intrusive in nature, but with threat levels
increasing this may be a solution that gains fast traction.
| IB M
C ON FID EN T IAL
Final thought – Verifying authenticity of assets at source
23
Combining AI and Optical
Imaging to codify
authenticity for use in
verification somewhere
else in the blockchain
network

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IBM Blockchain Case Study

  • 1. June 2018 IBM Confidential Blockchain for Energy, Environment, and Utilities Neil Gerber Director, New Energy & Environment IBM
  • 2. Topics  Business Value of Blockchains  Blockchain Characteristics  Network Governance and Scaling  Energy & Utility Industry high value use cases
  • 3. Time Many business transactions:  are time sensitive  require much settlement and reconciliation time  are process-delay prone Cost Many business transactions:  include overheads from multiple intermediaries  are costly to manage and execute  require extensive documentation Risk Many business transactions:  are ambiguous and non-verifiable  are prone to errors and tampering  have no single source of truth ©2016 IBM Corporation 20 June 20183 As a result of frictions many business transactions remain inefficient, expensive and vulnerable Source: IBM Institute for Business Value analysis
  • 4. Aspects of two blockchain types, with hybrids emerging Business blockchain • Permissioned access • Consensus via trusted intermediaries • Cryptographic database managed and shared by trusted parties • Used for enterprise and consortium applications Public blockchain  Permissionless, open access  Anonymous participants and validators of transactions  Allows anonymous transactions without need for a trusted intermediary Main focus of this presentation Adapted from: https://www.evry.com/globalassets/insight/bank2020/bank-2020---blockchain-powering-the-internet-of-value---whitepaper.pdf. Hybrid blockchain  Built on Public Chain Infrastructure  Provide technology for permissioned networks
  • 5. © 2017 IBM Corporation Attributes of blockchain for business 5 Append-only distributed system of record shared across business network Business terms embedded in transaction database & executed with transactions Transactions are endorsed by relevant participants Ensuring appropriate visibility; transactions are secure, authenticated & verifiable Privacy Shared ledger Smart contract Trust
  • 6. © 2017 IBM Corporation Blockchain for Business – Design Principles Consensus models • What trust system is appropriate for the business network? Control and governance • Which entities are allowed to do what? • Who owns and begins the investigative process in the event of a system anomaly? • Are Smart Contracts Legally credible? Digital asset generation • Who generates the asset in the system and who governs it? Authority for issuance • In a truly decentralized system, the notion of authority simply does not gel. • Who is responsible for governance, culpability, and eventually regulations? Security considerations: • How will enterprise security and new security challenges imposed by a shared business network be addressed? While blockchain technology alone is interesting, many other mechanics of a business network need to be evaluated as well. IBM has 7 key principles for Blockchain Solutions on the Hyperledger fabric:
  • 7. | IB M C ON FID EN T IAL 7 Cross-Industry Network New Market Models Collaborate with non-traditional partners to innovate to build new value propositions, digital platforms and marketplaces New revenue New services New products Network of Competitors Market Utility Collaborate with competitors to build market utilities to optimize shared B2B processes Founder Network Business Differentiation Collaborate with non-competitors to enhance today’s differentiating processes B2B-2C Enterprise Optimize B2B costs Optimize risk Optimize capital Cost Innovation Service Enterprise Entry Points
  • 8. | IB M C ON FID EN T IAL Coal Gas Nuclear Energy Storage Solar Wind Petroleum Geothermal Biomass Hydropower Industrial Residential Commercial Energy Storage CHP Transportation DSM Generator Energy Efficiency Microgrid Solar SCADA Control Center GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE Step-Up Transformer Transmission Lines Substation Step-Down Transformer Distribution Lines Meter Meter Transmission Customer Energy Storage Market Operator Synchrophasor D i s t r i b u t e d E n e r g y R e s o u r c e s Aggregator IBM Confidential
  • 9. | IB M C ON FID EN T IAL D i s t r i b u t e d E n e r g y R e s o u r c e s Microgrid Industrial Residential Commercial CHP DSM Generator Energy Efficiency Solar SCADA Control Center Step-Up Transformer Transmission Lines Substation Step-Down Transformer Distribution Lines Meter Meter Transmission Customer Energy Storage Synchrophasor Aggregator GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE Coal Gas Nuclear Energy Storage Solar Wind Petroleum Geothermal Biomass Hydropower Energy Storage Transportation Market Operator IBM Confidential GRID BALANCING The Market Operator accesses behind-the-meter Distributed Energy Resources (DERs) like home batteries or batteries in electric vehicles to balance the transmission grid. Typically this happens by agreement via a smart contract between the User/Provider and the market operator, at various timeframes down to 1 minute.
  • 10. | IB M C ON FID EN T IAL The need:  The electricity grid is becoming more volatile due to the growing share of renewable electricity generation in the overall supply  TenneT is working to find new ways of maintaining the security of supply Solution:  TenneT is exploring the use of a permissioned blockchain network that will use Hyperledger Fabric to integrate flexible battery storage capacity into the electrical grid  Blockchain enables owners of electric vehicles and residential solar batteries to indicate the available capacity of their batteries available to help TenneT balance grid supply and demand “These pilot projects are part of TenneT’s broader strategy of preparing the electricity system to accommodate the growing volume of renewable energy.” Mel Kroon CEO, TenneT TenneT is unlocking distributed energy resources flexibility via IBM Blockchain
  • 11. | IB M C ON FID EN T IAL 11 How Quickly can you respond to a request? Remotely controlled systems are not fast • Not for primary control reserve Electric vehicles have limited capacity • Not suitable for tertiary control reserve Different ancillary energy products https://www.entsoe.eu/fileadmin/user_upload/_library/publications/entsoe/Operation_Handbook/Policy_1_final.pdf Remotely controlled battery appliances
  • 12. | IB M C ON FID EN T IAL 12 Blockchain Based Energy Balancing Flex energy offer Trading Ancillary market Vehicle Control EMS/ SCADA Blockchain Hyperledger Activation Signal Activation Signal Flex Service Provider Transmission System Operator Flex Monitoring Car Monitoring EV Drivers Flex energy offer
  • 13. | IB M C ON FID EN T IAL Aggregator Energy Storage CHP Transportation DSM Generator Energy Efficiency Microgrid Solar D i s t r i b u t e d E n e r g y R e s o u r c e s GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE Coal Gas Nuclear Energy Storage Solar Wind Petroleum Geothermal Biomass Hydropower SCADA Control Center Step-Up Transformer Transmission Lines Substation Step-Down Transformer Distribution Lines Meter Meter Transmission Customer Energy Storage Market Operator Synchrophasor Industrial Residential Commercial IBM Confidential ENERGY USE DISAGGREGATION Energy usage can be disaggregated behind the meter for all types of energy users - industrial, residential or commercial. The goal is to not only be able to know how much energy a single user has been consuming, but understand the usage on a machine, appliance or singular entity level. Research has shown that this data transparency leads to much higher energy savings. In addition there is a trend in utility regulation to require this capability for end users.
  • 14. | IB M C ON FID EN T IAL Energy consumption for a given period: Current Situation Home Use Smart Meter Home Owner Retailer Consumption Smart Meter Charging of EV Arrow = Energy Volumes Grid Connection Home
  • 15. | IB M C ON FID EN T IAL Energy consumption for a given period: Blockchain-based EV charging Home Use Smart Meter Lease Company Energy Provider Energy Blockchain kWh Value = Smart Meter - Blockchain Consumption Charging of EV Car Non-Gauget IoT meter Home Owner Retailer Virtual Meter Smart Meter IoT Meter
  • 16. | IB M C ON FID EN T IAL Energy consumption for a given period Charging of EV Smart Meter Home Owner Retailer Lease Company Energy Provider Energy Blockchain PV 2nd Retailer Consumption Virtual Meter Smart Meter IoT Meter Car Home Use Gen
  • 17. | IB M C ON FID EN T IAL Step-Up Transformer Transmission Lines Substation Meter Transmission Customer Coal Gas Nuclear Energy Storage Petroleum Aggregator Industrial Residential Commercial Energy Storage CHP Transportation DSM Generator Energy Efficiency Microgrid Solar SCADA Control Center Step-Down Transformer Distribution Lines Meter Energy Storage Synchrophasor D i s t r i b u t e d E n e r g y R e s o u r c e s GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE Solar Wind Geothermal Biomass Hydropower Market Operator IBM Confidential RENEWABLE ENERGY CREDITS Trading platforms already trade renewable energy generation credits from hydropower, wind energy, biomass plants, solar or geothermal plants. Blockchain makes it easier to track provenance of these credits as well as simplify audits and enhance transparency. In addition, tokens can be created that have an embedded carbon footprint offset, providing more consumable and bankable credits.
  • 18. | IB M C ON FID EN T IAL Current Guarantees of Origin processes The current GO lifecycle is spread across multiple parties, systems and ledgers Expensive Every participant keeps their own ledger, next to the current CertiQ ledger, with their transactions. Not fully-automated processes. Inefficient Disputes because organizations use different ledgers. Corrections of mistakes Does not scale to small scale assets. Vulnerable Non-automated processes require intensive auditing.
  • 19. | IB M C ON FID EN T IAL Guarantees of Origin processes using blockchain Blockchain captures the end-to-end process in one ledger. All parties work on the same data. Transparent Every participant keeps the shared ledger updated with their relevant transactions. Trustworthy All participants agree on what information is stored immutably on the blockchain and how. Efficient All participants share the same source of truth for their operations. Granular Smaller decentralized sources of renewable energy can receive GOs cost effectively. With a private Blockchain, privacy between parties is ensured, and access is secure and controlled.
  • 20. | IB M C ON FID EN T IAL Veridium “Verde” Carbon Offset Token 20 Transaction of tokens triggers “emptying and refilling” of carbon bank Imagine as a “target” network for a variety of green credits
  • 21. | IB M C ON FID EN T IAL GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE Energy Storage CHP Transportation DSM Generator Energy Efficiency Microgrid Solar D i s t r i b u t e d E n e r g y R e s o u r c e s Industrial Aggregator Coal Gas Nuclear Energy Storage Solar Wind Petroleum Geothermal Biomass Hydropower SCADA Control Center Step-Up Transformer Transmission Lines Substation Step-Down Transformer Distribution Lines Meter Meter Transmission Customer Energy Storage Market Operator Synchrophasor Residential Commercial IBM Confidential PEER-TO-PEER TRADING Peer-to-Peer (P2P) energy trading is a novel paradigm of power system operation, where people can generate their own energy from Renewable Energy Sources (RESs) in dwellings, offices and factories, and share it with each other locally. Although not viable yet fully supported by most regulatory regimes, these types of transactions can enhance grid efficiency, and eventually, grid stability.
  • 22. | IB M C ON FID EN T IAL Meter Meter Transmission Customer Solar Industrial Residential Commercial Energy Storage CHP Transportation DSM Generator Energy Efficiency Microgrid Market Operator D i s t r i b u t e d E n e r g y R e s o u r c e s AggregatorEnergy Storage Synchrophasor Coal GENERATION TRANSMISSION DISTRIBUTION END USERS/EDGE Gas Nuclear Energy Storage Solar Wind Petroleum Geothermal Biomass Hydropower SCADA Control Center Step-Up Transformer Transmission Lines Substation Step-Down Transformer Distribution Lines IBM Confidential CYBERSECURITY The confluence of Blockchain and Cybersecurity is still new. Device provenance for all RTUs and other monitored assets in the transmission and distribution grids can be protected by adding an additional security layer at the firmware level. This will be intrusive in nature, but with threat levels increasing this may be a solution that gains fast traction.
  • 23. | IB M C ON FID EN T IAL Final thought – Verifying authenticity of assets at source 23 Combining AI and Optical Imaging to codify authenticity for use in verification somewhere else in the blockchain network

Editor's Notes

  1. So Blockchain technology comprises these four main blocks, that can lead to increased efficiencies, and cost reduction across the business network. We will “unpack” CONSENSUS PRIVACY & SMART CONTRACT in the next couple of slides. Shared LEDGER has been already covered, and a SMART CONTRACT enables the business rules implied by the contract to be embedded in the Blockchain and executed with the transaction After giving this chart: If you are pushed for time you might want to skip the next four charts, which go into the detail of this one. For a less technical audience, you might want to skip straight to a demo (e.g. car leasing).
  2. Where do we focus our resources | How do we position ourselves – Focus on ‘Marketplace Utility’ type of networks to leapfrog, partnering with the major industry associations for convening.
  3. Press release: http://www-03.ibm.com/press/us/en/pressrelease/52243.wss Image source: IBM digital asset management royalty-free repository
  4. The time interval of the meter can be different from the appliance. In this case the car. The smart meter is the gauged meter and the final basis for settlement.
  5. The time interval of the meter can be different from the appliance. In this case the car. The smart meter is the gauged meter and the final basis for settlement.
  6. The time interval of the meter can be different from the appliance. In this case the car. The smart meter is the gauged meter and the final basis for settlement. The dutch smart meter is assumed, using 4 counters: hi/lo consumption and hi/lo generation.
  7. In de huidige werkwijze heeft iedere stakeholder een eigen waarheid en een eigen proces rondom de Garanties van Oorsprong. De menselijke interacties die nu nodig zijn in het GvO proces zullen bij het ontsluiten van decentraal groene garanties leiden tot problemen in de toewijzing, handel en afboeken. De kans op fouten, achterstanden en kwetsbaarheden is groot. Het is onze uitdaging hier iets aan te doen.
  8. Past in deze uitdaging het blockchain concept? Een private Blockchain geeft antwoord op de vragen rondom: Transparantie Vertrouwen Efficiëntie En Privacy (Noot: aan einde van de presentatie zijn er extra slides opgenomen rondom principes van Blockchain)