Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques
Building operations represent a significant percentage of the total primary energy consumed
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems
O Cordón - International journal of approximate reasoning, 2011 - Elsevier
The need for trading off interpretability and accuracy is intrinsic to the use of fuzzy systems.
The obtaining of accurate but also human-comprehensible fuzzy systems played a key role …
The obtaining of accurate but also human-comprehensible fuzzy systems played a key role …
[HTML][HTML] Artificial intelligence enabled energy-efficient heating, ventilation and air conditioning system: Design, analysis and necessary hardware upgrades
D Lee, ST Lee - Applied Thermal Engineering, 2023 - Elsevier
Literature search across different databases showed that the application of artificial
intelligence (AI) in heating, ventilation and air conditioning (HVAC) equipment has been …
intelligence (AI) in heating, ventilation and air conditioning (HVAC) equipment has been …
Application of the analytic hierarchy process (AHP) in multi-criteria analysis of the selection of intelligent building systems
The availability of innumerable intelligent building (IB) products, and the current dearth of
inclusive building component selection methods suggest that decision makers might be …
inclusive building component selection methods suggest that decision makers might be …
Intelligent building energy management system using rule sets
H Doukas, KD Patlitzianas, K Iatropoulos… - Building and …, 2007 - Elsevier
The current study presents an intelligent decision support model using rule sets based on a
typical building energy management system. In addition, the model's impact on the energy …
typical building energy management system. In addition, the model's impact on the energy …
A personalized measure of thermal comfort for building controls
D Daum, F Haldi, N Morel - Building and Environment, 2011 - Elsevier
A personalized measure for thermal comfort has been applied for use in combination with
smart controls for building automation. Using data from a field study, we first show the …
smart controls for building automation. Using data from a field study, we first show the …
Fuzzy logic for modeling machining process: a review
The application of artificial intelligence (AI) techniques in modeling of machining process
has been investigated by many researchers. Fuzzy logic (FL) as a well-known AI technique …
has been investigated by many researchers. Fuzzy logic (FL) as a well-known AI technique …
[HTML][HTML] Automating occupant-building interaction via smart zoning of thermostatic loads: A switched self-tuning approach
Load management actions in large buildings are pre-programmed by field engineers/users
in the form of if-then-else rules for the set point of the thermostat. This fixed set of actions …
in the form of if-then-else rules for the set point of the thermostat. This fixed set of actions …
A fast and accurate rule-base generation method for Mamdani fuzzy systems
LC Duţu, G Mauris, P Bolon - IEEE Transactions on Fuzzy …, 2017 - ieeexplore.ieee.org
The problem of learning fuzzy rule bases is analyzed from the perspective of finding a
favorable balance between the accuracy of the system, the speed required to learn the rules …
favorable balance between the accuracy of the system, the speed required to learn the rules …