Reducing peak electricity demand in building climate control using real-time pricing and model predictive control

F. Oldewurtel, A. Ulbig, A. Parisio, G. Andersson, M. Morari

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Original languageEnglish
    Title of host publication49th IEEE Conference on Decision and Control (CDC)
    Subtitle of host publication 15-17 Dec. 2010
    Place of PublicationPiscataway
    PublisherIEEE
    Pages1927-1932
    Number of pages6
    ISBN (Print)978-1-4244-7745-6
    DOIs
    Publication statusPublished - 1 Dec 2010

    Keywords

    • least squares approximations
    • load forecasting
    • power markets
    • power system control
    • predictive control
    • pricing
    • support vector machines
    • MPC controller
    • MPC cost function
    • building controller
    • buildings
    • climate control
    • demand response
    • electricity grid load levels
    • electricity provision
    • electricity tariff price forecasting
    • grid-friendly behaviour
    • high grid loading
    • least-squares support vector machines
    • marginal cost
    • market prices
    • model predictive control
    • peak electricity demand
    • real-time electricity pricing
    • real-time pricing
    • spot market electricity prices
    • tariff regime
    • time-varying costs
    • time-varying hourly-based electricity tariff
    • Buildings
    • Correlation
    • Electricity
    • Lighting
    • Meteorology
    • Optimization
    • Support vector machines

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