Développement d’une méthode de méta modélisation des consommations énergétiques des bâtiments en fonction des facteurs d’usages et d’exploitation pour la garantie de résultat énergétique

Abstract : Since building envelope and MEP systems characteristics regularly improve, the weight of non-regulatory energy end-uses increases. These energy end-uses are typically associated with tenants or owners’ activities. In addition, high performance buildings show new issues related to HVAC systems operations. Therefore, it is important to evaluate and improve non-regulatory energy end-uses energy as well as HVAC systems operations efficiencies. We have developed polynomial energy models that can predict energy consumption as a function of building’s activities characteristics and HVAC systems operations factors. We used EnergyPlus software in order to build reliable energy models along with the D-optimum design of experiments method (DOE). Then, we used measurement and verification (M&V) data, associated with probability functions, to determine the associated uncertainty of the calculated energy consumption. Finally, we combine the latter with the polynomial modeling error to calculate the energy consumption global uncertainty, with the goal to identify strategies to reduce it.
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Aymeric Novel. Développement d’une méthode de méta modélisation des consommations énergétiques des bâtiments en fonction des facteurs d’usages et d’exploitation pour la garantie de résultat énergétique. Génie civil. Université de La Rochelle, 2019. Français. ⟨NNT : 2019LAROS001⟩. ⟨tel-02159435⟩

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