<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>This study carries out a literature review on artificial intelligence techniques used in building services for energy economy while maintaining the comfort of the occupants. The building services in which artificial intelligence techniques are used the most are: lighting systems, HVAC (heating, ventilation and air conditioning) systems, heating systems which use radiators and we also decided to include dynamic shading systems in here. The artificial intelligence techniques which are used the most in the recent years in building services are: fuzzy logic, artificial neural networks and for optimization problems, genetic algorithms are used. These techniques are utilized in many occasions to build predictive models or occupancy-based models.</p>
</abstract>

This study carries out a literature review on artificial intelligence techniques used in building services for energy economy while maintaining the comfort of the occupants. The building services in which artificial intelligence techniques are used the most are: lighting systems, HVAC (heating, ventilation and air conditioning) systems, heating systems which use radiators and we also decided to include dynamic shading systems in here. The artificial intelligence techniques which are used the most in the recent years in building services are: fuzzy logic, artificial neural networks and for optimization problems, genetic algorithms are used. These techniques are utilized in many occasions to build predictive models or occupancy-based models.

An Evaluation of Artificial Intelligence Integrated in Control Strategies in Building Services

PhD Student, Technical University of Civil Engineering Bucharest

Research center CC-IELI, Technical University of Civil Engineering Bucharest

Prof. Dr. Eng., Research center CC-IELI, Technical University of Civil Engineering Bucharest

Modelling in Civil Environmental Engineering

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

This study carries out a literature review on artificial intelligence techniques used in building services for energy economy while maintaining the comfort of...

An Evaluation of Artificial Intelligence Integrated in Control Strategies in Building Services

Pubblicato online: 10 feb 2023

Pagine: 41 - 52

DOI: https://doi.org/10.2478/mcee-2022-0005

Parole chiave
smart buildings, energy efficiency, fuzzy logic, neural networks, genetic algorithms

© 2022 Marian-Cătălin Simtinică et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

An Evaluation of Artificial Intelligence Integrated in Control Strategies in Building Services

Pubblicato online: 10 feb 2023

Pagine: 41 - 52

DOI: https://doi.org/10.2478/mcee-2022-0005

Parole chiavesmart buildings, energy efficiency, fuzzy logic, neural networks, genetic algorithms

© 2022 Marian-Cătălin Simtinică et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Parole chiave
smart buildings, energy efficiency, fuzzy logic, neural networks, genetic algorithms