workshop 1: technology: data, analytics and platforms for ...€¦ · digital services for energy...
TRANSCRIPT
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RSM - a force for positive change
Workshop 1: Technology: data, analytics and platforms for a smart energy port systemIlhan Ünlü (Blocklab) and Milos Cvetkovic (TU Delft)
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Miloš Cvetković
Assistant Professor
Electrical Sustainable Energy Department
Delft University of Technology
Background
Massachusetts Institute of Technology
Carnegie Mellon University
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Areas of interest
Energy system integration
Energy flexibility
Modeling and simulations of energy systems
Active projects
Heat and power systems at industrial sites and harbours
Enabling ancillary services by renewable energy sources
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Ilhan Ünlü
Technology Lead @ Blocklab
Background
Computer Science & Management
Mainly DLT-tech and everything surrounding it
for the last 3 years.
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Blocklab Projects:
Energy
- Energy trade platform for
communities & Flexibility with virtual agents in
cooperation with S&P Global Platts.
- 4 POC's launched on Energy
- Open energy hub (OEHU launched)
- Collaboration with TU-Delft, RSM & HRO.
Supply-Chain / Logistics.
- DELIVER with ABN-Amro & Samsung
Technology: data, analytics and platforms for a smart energy port system
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Energy transition and digitalization
Energy transition
CO2 emission reduction
Electrification/hybridization of industrial processes
Phasing out of natural gas
Transportation electrification
Self-sufficient energy communities
Digitalization:
Data acquisition and analytics
Machine learning methods
Digital twins
Blockchain
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What is the digital energy future of the port?
Image: Siemens
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Digital energy future of the port
Digitalization of logistics
digital quay walls
blockchain for port logistics
truck platooning
Smart energy and industry
wind at sea
system integration energy
power-2-gas-2-refineries
power-2-hydrogen
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http://smart-port.nl/en/smartport-community/#rm1
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Outline of workshop 1
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The fundamentals of data-enabled energy balancing
Digital services for energy balancing
Blockchain as the foundation
Machine Learning for energy balancing and offering flexibility
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Energy balancing and flexibility
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Figure: Flexibility in 21st Century Power Systems, NREL, 2014 O2H2
Flexible consumptionGrid size storage and conversion
Conventional generation
$ New markets and services
Data analytics
Source: Jose Rueda TU Delft, Illustration inspired on the presentation “Modelling of Future Distribution Networks: State-of-the-Art and Challenges” by Prof. Luis Ochoa, 26th June 2015.
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Data-enabled energy balancing
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What kind of energy and flexibility resources could the port cluster deploy for energy balancing?
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The roles in energy balancing
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Figure: Universal Smart Energy Framework, John Hodemaekers, Barcelona, 2017.
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Data-enabled energy balancing
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What kind of market rules should the port cluster use for energy and flexibility trading?
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Data-enabled energy balancing
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How do you see energy balancing becoming more efficient in the future with larger digital presence?
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Digital services for energy balancing
Energy balancing services based on data
weather forecasting
power production forecasting
energy price forecasting
portfolio optimization
efficiency optimization
strategic bidding
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Digital solutions
Open source frameworks / libraries
energy matching platforms
data lakes + Machine learning
digital twins
serious gaming
visualization platforms
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Data-enabled energy balancing
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What kind of data-based digital services could be of value to the parties of the port cluster?
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Data-enabled energy balancing
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To which extent data sharing could be reached considering privacy vs. openness of different type of data?
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Blockchain as the foundation for energy systems
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What is blockchain?
Blockchain technology allows for the
disintermediation and self-organisation of
transactional systems and reduces the need for
trust between stakeholders, builds a secure
value transfer system, increases record
transparency and can streamline processes
across entities (Hileman and Rauchs, 2017)
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Bitcoin
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The blockchain spectrum
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Electricity production, distribution and consumption
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Market Structure(s)
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Versus
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In which part of the port cluster can blockchain have an
impact on energy balancing ?
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How can blockchain change the energy market structure of
the port?
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What would p2p trading activate in the port cluster?
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Machine Learning for energy balancing
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Decentralization & AI
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AI• Automated industry and commerce• (decision making) Assistants
Decentralization• Reliable automated computation.• Distributed Governance
Intelligence
Autonomy
Decentralized-AI• Self-owning, self-operating agents• Autonomous organizations
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Would you delegate this control center to a virtual agent?
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Should AI act in an advisory role or in a decision maker’s
role?
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Which tasks could be delegated to the agents?
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Which data should be used to train the agents?
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Do we see a self-benefit approach towards agent
intelligence, or a common-good approach?
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Thanks for your participation!
Ilhan Ünlü Miloš Cvetković
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