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This work has allowed to test different model improvement tools, by applying them on two building models. At the close of this study, an important point concerning the capability of the CLIM2000 software program to perform exact derivative calculations came up : this advantage of the software make the sensitivity-uncertainty-optimisation work very accessible without increase of computer time.