[PDF][PDF] From BIM to digital twins: A systematic review of the evolution of intelligent building representations in the AEC-FM industry.
The widespread adoption of Building Information Modeling (BIM) and the recent emergence
of Internet of Things (IoT) applications offer several new insights and decision-making …
of Internet of Things (IoT) applications offer several new insights and decision-making …
Measuring the right factors: A review of variables and models for thermal comfort and indoor air quality
The indoor environment directly affects health and comfort as humans spend most of the day
indoors. However, improperly controlled ventilation systems can expend unnecessary …
indoors. However, improperly controlled ventilation systems can expend unnecessary …
Prediction and optimization of heating and cooling loads in a residential building based on multi-layer perceptron neural network and different optimization algorithms
Y Xu, F Li, A Asgari - Energy, 2022 - Elsevier
Since cooling and heating loads are regarded as significant parameters to examine the
energy performance of buildings, the need to predict and analyze them for the residential …
energy performance of buildings, the need to predict and analyze them for the residential …
Employing artificial bee colony and particle swarm techniques for optimizing a neural network in prediction of heating and cooling loads of residential buildings
G Zhou, H Moayedi, M Bahiraei, Z Lyu - Journal of Cleaner Production, 2020 - Elsevier
In this paper, the Multi-Layer Perceptron (MLP) neural network is optimized with two
metaheuristic algorithms, namely Artificial Bee Colony (ABC) and Particle Swarm …
metaheuristic algorithms, namely Artificial Bee Colony (ABC) and Particle Swarm …
[HTML][HTML] Digital twin technology for thermal comfort and energy efficiency in buildings: A state-of-the-art and future directions
In recent years, the integration of digital technologies has grown rapidly in the field of
thermal comfort and energy efficiency for buildings. The concept of a digital twin …
thermal comfort and energy efficiency for buildings. The concept of a digital twin …
A systematic review of genetic algorithm-based multi-objective optimisation for building retrofitting strategies towards energy efficiency
I Costa-Carrapiço, R Raslan, JN González - Energy and Buildings, 2020 - Elsevier
Most common practices for solving building retrofit problems lack efficiency and overall
robustness. Knowledge of novel methods that support decision-making (DM) for retrofitting is …
robustness. Knowledge of novel methods that support decision-making (DM) for retrofitting is …
A multi-objective optimization strategy for building carbon emission from the whole life cycle perspective
R Chen, YS Tsay, T Zhang - Energy, 2023 - Elsevier
This research proposed an integrated strategy for building performance optimization from
the whole life cycle perspective to explore the optimal building scheme. After the feature …
the whole life cycle perspective to explore the optimal building scheme. After the feature …
[HTML][HTML] Active consumer participation in smart energy systems
G Schweiger, LV Eckerstorfer, I Hafner… - Energy and …, 2020 - Elsevier
A pressing task for future energy systems is the design and operation of systems that
integrate large shares of renewable energy while improving overall system efficiency …
integrate large shares of renewable energy while improving overall system efficiency …
Comprehensive preference learning and feature validity for designing energy-efficient residential buildings using machine learning paradigms
W Gao, J Alsarraf, H Moayedi, A Shahsavar… - Applied Soft …, 2019 - Elsevier
Having a reliable approximation of heating load (HL) and cooling load (CL) is a substantial
task for evaluating the energy performance of buildings (EPB). Also, the appearance of soft …
task for evaluating the energy performance of buildings (EPB). Also, the appearance of soft …
Combining physical approaches with deep learning techniques for urban building energy modeling: A comprehensive review and future research prospects
In recent times, there has been a growing interest in urban building energy modeling
(UBEM), owing to its potential benefits for cities. These benefits include aiding city decision …
(UBEM), owing to its potential benefits for cities. These benefits include aiding city decision …