Modelling the Heat Consumption in District Heating Systems using a Grey-box approach

Henrik Aalborg Nielsen, Henrik Madsen

    Research output: Contribution to journalJournal articleResearchpeer-review

    Abstract

    The heat consumption in a large geographical area is considered together with climate measurements on a single location in the area. The purpose is to identify a model linking the heat consumption to climate and calendar information.

    The process of building a model is split into a theoretical based identification of an overall model structure followed by data-based modelling, whereby the details of the model are identified. This approach is sometimes called grey-box modelling, but the specific approach used here does not require states to be specified. Overall, the paper demonstrates the power of the grey-box approach. (c) 2005 Elsevier B.V. All rights reserved.
    Original languageEnglish
    JournalEnergy and Buildings
    Volume38
    Issue number1
    Pages (from-to)63-71
    ISSN0378-7788
    DOIs
    Publication statusPublished - 2006

    Keywords

    • District heating
    • Consumption
    • Climate
    • Modelling
    • Grey-box

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