Development of polynomial regression models for composite dynamic envelopes’ thermal performance forecasting

• Published in: Applied energy Vol. 104; pp. 379 - 391
• Main Authors: Mavromatidis, Lazaros Elias, Bykalyuk, Anna, Lequay, Hervé
• Format: Journal Article
• Language: English
• Published: Kidlington Elsevier Ltd 01.04.2013; Elsevier
• Subjects: Applied sciences; Architecture, space management; Bioclimatic design; compliance; Composite dynamic envelope; Computer Science; computer software; Energy; Energy. Thermal use of fuels; engineers; equations; Exact sciences and technology; Forecast; Fractional factorial simulation plan; Graphics; heat tolerance; Heat transfer; Humanities and Social Sciences; Integrated building design; Library and information sciences; mathematical models; Modeling and Simulation; process design; regression analysis; temperature; Theoretical studies. Data and constants. Metering; thermal conductivity; Composite dynamic envelope; Fractional factorial simulation plan; Integrated building design; Bioclimatic design; Heat transfer; Forecast; Simulation; Buildings; Integrated design; Models; Performance; Modeling
• ISSN: 0306-2619; 1872-9118
• DOI: 10.1016/j.apenergy.2012.10.045

[Display omitted] ► Original software for composite dynamic envelope’s thermal performance forecasting. ► Construction of two hypothetical composite dynamic wall’s prototypes. ► Different simulation scenarios based on fractional factorial simulation design. ► Development of polynomial regression mod...