An alternative evaluation method is to obtain simple polynomial functions which estimate the annual energy demand as a function of building envelope parameters.

The load model parameters can be determined using the measurement-based method, a top-down approach, or the component-based method, a bottom-up approach. The.

Study on the Annual Building Load Predicting Method using a Polynomial Function. Citing Article. March 2017. Transactions of the Korea Society of Geothermal ...

Sep 15, 2017 ¡¤ The metamodel, generally a polynomial function, is used for a rapid evaluation of building energy performance. Such models are highly ...

By using the 4th polynomial function that have two double radix and a feature the f(x) = a4 in x = 0 condition, we can calculate annual building load very ...

Using SVM's as a method of building ... and J. F. Jr, ¡°A large-scale study on predicting and contextualizing building energy usage," 2016. [9]. H. Zhao and F.

This paper builds on existing approaches to efficiency factors by proposing two improvements: augmenting existing regression approaches based solely on.

Mar 18, 2023 ¡¤ The surface thermal loading is assumed to take the form of a cubic polynomial with four unknown coefficients, and convection is allowed to occur ...

Study on the Annual Building Load Predicting Method using a Polynomial Function ... a predicting method of annual building load. By using the 4th 4 t h ...

Jul 17, 2024 ¡¤ In a study conducted on 17 buildings in Europe, polynomial regression was used to predict the heating demand based on climatological conditions ...