Simulation-based optimization for energy and buildings

Ala Hasan, Matti Palonen, Mohamed Hamdy

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

    1 Citation (Scopus)

    Abstract

    This paper presents implementations of simulation-based optimization by giving two examples for finding optimum values of design/decision parameters in the building envelope, building heating/cooling systems, and energy systems. In addition, the features of the Multi-Objective Building performance Optimization program MOBO® are presented. MOBO is a new generic freeware able to handle single and multi-objective optimization problems including continuous and/or discrete variables. It can be coupled to many simulation programs and has a library of different types of algorithms (evolutionary, deterministic, hybrid, exhaustive and random). It is concluded that simulation-based optimization is an efficient method for finding optimum values of design/decision variables in the building envelope, heating/cooling systems and energy generation systems. While an exhaustive search method will need a huge number of simulations to find optimal solutions, the optimization algorithm will need reasonable time and number of simulations to find comparable solutions. It can be used in finding optimal solutions for the fulfilment of zero, net- or nearly- zero energy/emission buildings, where minimization of energy emissions, and cost and maximization of indoor air quality are the targets.
    Original languageEnglish
    Title of host publicationRenewable Energy in the Service of Mankind
    Subtitle of host publicationSelected Topics from the World Renewable Energy Congress WREC 2014
    PublisherSpringer
    Pages503-513
    Volume1
    ISBN (Print)978-3-319-17776-2, 978-3-319-17777-9
    DOIs
    Publication statusPublished - 2015
    MoE publication typeA4 Article in a conference publication
    EventWorld Renewable Energy Congress XIII, WREC 2014 - London, United Kingdom
    Duration: 3 Aug 20148 Aug 2014

    Conference

    ConferenceWorld Renewable Energy Congress XIII, WREC 2014
    Abbreviated titleWREC 2014
    CountryUnited Kingdom
    CityLondon
    Period3/08/148/08/14

    Keywords

    • building performance simulation
    • optimization
    • MOBO software
    • zero-energy buildings

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  • Cite this

    Hasan, A., Palonen, M., & Hamdy, M. (2015). Simulation-based optimization for energy and buildings. In Renewable Energy in the Service of Mankind: Selected Topics from the World Renewable Energy Congress WREC 2014 (Vol. 1, pp. 503-513). Springer. https://doi.org/10.1007/978-3-319-17777-9_45