Surrogate modelling for sustainable building design–A review
Statistical models can be used as surrogates of detailed simulation models. Their key
advantage is that they are evaluated at low computational cost which can remove …
advantage is that they are evaluated at low computational cost which can remove …
Application and characterization of metamodels based on artificial neural networks for building performance simulation: A systematic review
In most of the countries, buildings are often one of the major energy consumers, leading to
the necessity of achieving sustainable building designs, and to the mandatory use of …
the necessity of achieving sustainable building designs, and to the mandatory use of …
Towards adoption of building energy simulation and optimization for passive building design: A survey and a review
Integrating optimization algorithms into simulation-based design processes is a promising
approach for achieving energy efficient buildings. Building Energy Simulation and …
approach for achieving energy efficient buildings. Building Energy Simulation and …
Emergy-accounting-based comparison of carbon emissions of solid waste recycled concrete
Y Zhao, T Wang, W Yi - Construction and Building Materials, 2023 - Elsevier
The carbon emission emergy factor (Em-CEF) model is applied to evaluate the carbon
emissions associated with the traditional concrete production method, fly ash concrete …
emissions associated with the traditional concrete production method, fly ash concrete …
Machine learning as a surrogate to building performance simulation: Predicting energy consumption under different operational settings
Abstract Building Performance Simulation (BPS) is a powerful and widely used technique to
evaluate building design and operation strategies prior to construction or retrofitting …
evaluate building design and operation strategies prior to construction or retrofitting …
An emergy-based approach to evaluate the effectiveness of integrating IoT-based sensing systems into smart buildings
Abstract Wireless Sensing Systems based on the Internet of Things (IoT) are increasingly
being deployed in smart buildings to reduce their energy consumption and environmental …
being deployed in smart buildings to reduce their energy consumption and environmental …
Outdoor microclimatic validation for hybrid simulation workflow in hot arid climates against ENVI-met and field measurements
Outdoor microclimate simulations as part of sustainable urban development process have
become of a great significance to reduce energy consumption, CO 2 emissions, urban heat …
become of a great significance to reduce energy consumption, CO 2 emissions, urban heat …
Evaluation on classroom thermal comfort and energy performance of passive school building by optimizing HVAC control systems
Y Wang, J Kuckelkorn, FY Zhao, D Liu… - Building and …, 2015 - Elsevier
Decreasing the building energy consumption and improving thermal comfort through
optimization of heating, ventilation and air conditioning (HVAC) control systems are …
optimization of heating, ventilation and air conditioning (HVAC) control systems are …
Energy demand and environmental impact of various construction scenarios of an office building in Morocco
This paper assesses the thermal performance of an office building with an intermittent
occupancy pattern, designed according to three construction scenarios. Annual simulations …
occupancy pattern, designed according to three construction scenarios. Annual simulations …
A machine-learning-based method for thermal design optimization of residential buildings in highly urbanized areas of Turkey
S Yigit - Journal of Building Engineering, 2021 - Elsevier
In 2008, the Turkish government legislated a new regulation mandating the retrofit of
existing buildings and construction of energy-efficient buildings. Owing to the requirements …
existing buildings and construction of energy-efficient buildings. Owing to the requirements …