Description

Leader of the group Intelligent and Autonomous Systems: Eric Pauwels.

Increasingly, our social and technological world is organised around complex systems. These are dynamic networks of interacting nodes (or agents) that continuously exchange digital or physical resources, including data or information, energy, materials and products. The agents in these systems face real challenges, as they often only have access to partial and noisy information and need to operate in a constantly changing and uncertain environment. As a consequence, there is an unrelenting pressure to improve the network’s overall performance and resilience by making the individual nodes more intelligent and autonomous.

In our research group, we study generic and fundamental mechanisms that enable the emergence of various degrees of organization, intelligence and autonomy in such systems, and apply them to concrete problems of societal relevance.

For more information on our seminars, visit the seminar webpage.

 

Vacancies

Project Researcher / Postdoc (1 year) on the subject of Blockchains, Dynamic Contracts and Autonomous Negotiation for Smart Grids

Energy systems are currently in a revolutionary transition, due to the increasing inclusion of sustainable energy sources. Whereas in the past, energy supply was determined by demand and was supplied centrally, in the future, demand and increasingly decentralized supply will need to respond to each other. Their balancing requires a combination of adjusting conventional generation, exploiting efficient storage technologies and implementing demand response with corresponding incentives thereof. Balancing activities may take place on multiple scales, from the individual household to the European or even an envisioned global grid. The vacant position contributes to the research, development and experimentation to tackle applied scientific research questions within the EIT Digital project ‘Distributed Ledger Services for Online Contract Settlement (DLS OCS)’. The primary driver is increasing system efficiency by a fair attribution of energy planning and plan-deviation costs between multiple stakeholders. The aims of DLS-OCS are to extend the state of the art in (1) Contract definitions, specifically for trading electric flexibility (demand response), (2) Negotiation strategies, specifying how parameters of the contracts are agreed upon by autonomous agents, (3) Use-case scenarios, how a blockchain-based solution can provide services in the energy context. The research shall draw on tools and techniques from sequential multi-agent decision-making under uncertainty, (evolutionary) game theory and market mechanism design. The project is a European collaboration, and the research is closely related to other research activities within the group. The applicant will take responsibility for the implementation of algorithms and contracts for planning and intelligent local control in face of uncertainty, and will closely collaborate with other project team members. Overall, the work is aimed at developing reusable software algorithms, simulation and control modules that can be employed in scientific experiments related to the research in the group

Project Researcher / Postdoc (1 year) on the subject of Blockchains, Dynamic Contracts and Autonomous Negotiation for Smart Grids - Read More…

News

Members of Intelligent and Autonomous Systems

Publications

Current projects with external funding

  • Data-driven monitoring, prediction and real-time control for the smart grid and its users (project C)
  • Distributed Ledger Services for Online Settlement (DLS OCS)
  • Framework for demand-supply matching and ancillary service provision through distributed energy resources (project D)
  • Universality, critical indices and resilience in logistics networks: a mean field approach
  • ADREM
    Adaptive clustering for Decentralised Resilient Energy Management
  • Grid-Friends
    Demand response for grid-friendly quasi-autarkic energy cooperatives
  • HaPSISH
    Heat and Power Systems at Industrial Sites and Harbours
  • SG BEMS
    SG BEMS: De kunst van het optimaliseren
  • SIISASC
    Scalable Interoperability in Information Systems for Agile Supply Chains (SIISASC)
  • STASCADE
    Stable and scalable decentralized power balancing systems using adaptive clustering

Related partners

  • Almende
  • Alstom
  • Brainport Development
  • Brainport Development
  • Descartes
  • DNV GL
  • Eaton
  • Eaton
  • Endinet
  • Enexis
  • Kropman Installatietechniek
  • Locamation
  • Locamation
  • LogIT Systems
  • Net2Grid
  • Stedin
  • Stedin
  • TenneT
  • Thales
  • Thales
  • Vortech
  • TNO
  • TNO
  • TNO
  • Technische Universiteit Eindhoven
  • Technische Universiteit Delft
  • Technische Universiteit Delft