This chapter aims to develop a mathematical model by using MLP and RF to estimate the thermal transmittance of ISO 6946 (U6946) through in situ measured variables. For this purpose, the scheme of variables of HFM and THM is used. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG
International audienceCharacterization of systems often relies on a single point response that is a ...
A standard TPS measurement gives the thermal conductivity and thermal diffusivity of an isotropic ma...
Most of the existing building stock has a deficient energy behaviour. The thermal transmittance of f...
This chapter aims to develop a mathematical model through MLP and RF to estimate the periodic therma...
This chapter aims to develop mathematical models based on MLP and RF that optimize the experimental ...
This work considers the prediction in real time of physicochemical parameters of a sample heated in ...
This work considers the prediction in real time of physicochemical parameters of a sample heated in ...
Reducing energy consumption and greenhouse gases emissions is among the main challenges of building ...
The parameter estimation theory is considered the best way to estimate thermo-physical properties fr...
The energy performance of a building is affected by the periodic thermal properties of the walls, an...
In many practical situations it is impossible to measure directly such characteristics of analyzed ...
The article presents the prototype of a measurement system with a hot probe, designed for testing th...
The analysis of the state-of-the-art methods to characterize thermal properties has shown the import...
The characterization of building thermal behaviour is crucial to achieve the low-carbon objectives o...
International audienceThis paper presents a new technique for non-contact calorimetry measurement of...
International audienceCharacterization of systems often relies on a single point response that is a ...
A standard TPS measurement gives the thermal conductivity and thermal diffusivity of an isotropic ma...
Most of the existing building stock has a deficient energy behaviour. The thermal transmittance of f...
This chapter aims to develop a mathematical model through MLP and RF to estimate the periodic therma...
This chapter aims to develop mathematical models based on MLP and RF that optimize the experimental ...
This work considers the prediction in real time of physicochemical parameters of a sample heated in ...
This work considers the prediction in real time of physicochemical parameters of a sample heated in ...
Reducing energy consumption and greenhouse gases emissions is among the main challenges of building ...
The parameter estimation theory is considered the best way to estimate thermo-physical properties fr...
The energy performance of a building is affected by the periodic thermal properties of the walls, an...
In many practical situations it is impossible to measure directly such characteristics of analyzed ...
The article presents the prototype of a measurement system with a hot probe, designed for testing th...
The analysis of the state-of-the-art methods to characterize thermal properties has shown the import...
The characterization of building thermal behaviour is crucial to achieve the low-carbon objectives o...
International audienceThis paper presents a new technique for non-contact calorimetry measurement of...
International audienceCharacterization of systems often relies on a single point response that is a ...
A standard TPS measurement gives the thermal conductivity and thermal diffusivity of an isotropic ma...
Most of the existing building stock has a deficient energy behaviour. The thermal transmittance of f...