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ScalableControl SIGNED

Scalable Control of Interconnected Systems

Total Cost €

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EC-Contrib. €

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Partnership

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 ScalableControl project word cloud

Explore the words cloud of the ScalableControl project. It provides you a very rough idea of what is the project "ScalableControl" about.

energy    perturbed    generally    property    manually    systematically    simplified    give    theory    interaction    rely    communications    controllers    plant    resonances    learning    original    generate    variations    district    bounds    transportation    services    assumptions    dependent    nonlinear    nonlinearities    extended    supply    imperfections    autonomy    fidelity    advantage    correspond    demand    approximate    monotone    bound    heating    data    full    time    node    interconnected    fundamental    statistical    experimental    tools    machine    methodology    effort    demonstration    area    linear    programming    positive    dynamic    thirdly    dynamics    rigorous    exhibit    verification    industry    progress    questions    effect    network    models    size    starting    community    scalable    critically    networks    takes    exploited    ones    systematic    idealized    society    concentration    direction    synthesis    heterogeneity    modern    expensive    scalability    hard   

Project "ScalableControl" data sheet

The following table provides information about the project.

Coordinator
LUNDS UNIVERSITET 

Organization address
address: Paradisgatan 5c
city: LUND
postcode: 22100
website: n.a.

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country Sweden [SE]
 Total cost 2˙500˙000 €
 EC max contribution 2˙500˙000 € (100%)
 Programme 1. H2020-EU.1.1. (EXCELLENT SCIENCE - European Research Council (ERC))
 Code Call ERC-2018-ADG
 Funding Scheme ERC-ADG
 Starting year 2019
 Duration (year-month-day) from 2019-09-01   to  2024-08-31

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    LUNDS UNIVERSITET SE (LUND) coordinator 2˙500˙000.00

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 Project objective

Modern society is critically dependent on large-scale networks for services such as energy supply, transportation and communications. The design and control of such networks is becoming increasingly complex, due to their growing size, heterogeneity and autonomy. A systematic theory and methodology for control of large-scale interconnected systems is therefore needed. In an ambitious effort towards this goal, this project will develop rigorous tools for control synthesis, adaptation and verification.

Many large-scale systems exhibit properties that have not yet been systematically exploited by the control community. One such property is positive (or monotone) system dynamics. This correspond to the property that all states of a network respond in the same direction when the demand or supply is perturbed in some node. Scalable methods for control of positive systems are starting to be developed, but several fundamental questions remain: How can existing results be extended to scalable synthesis of dynamic controllers? Can results for linear positive systems be extended to nonlinear monotone ones? How about systems with resonances?

The second focus area, adaptation, takes advantage of recent progress in machine learning, such as statistical concentration bounds and approximate dynamic programming. Adaptation is of fundamental importance for scalability, since high-fidelity models are very expensive to generate manually and hard to maintain. Thirdly, since systematic procedures for control synthesis generally rely on simplified models and idealized assumptions, we will also develop scalable methods to bound the effect of imperfections, such as nonlinearities, time-variations and parameter uncertainty that are not taken into account in the original design.

The research will be carried out in interaction with industry studying a new concept for district heating networks. This collaboration will give access to experimental data from a full scale demonstration plant.

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The information about "SCALABLECONTROL" are provided by the European Opendata Portal: CORDIS opendata.

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