A comprehensive review of machine learning and IoT solutions for demand side energy management, conservation, and resilient operation
The energy consumption of major equipment in residential and industrial facilities can be
minimized through a variety of cost-effective energy-saving measures. Most saving …
minimized through a variety of cost-effective energy-saving measures. Most saving …
Prediction and optimization of energy consumption in an office building using artificial neural network and a genetic algorithm
The aim of this study is to propose a reliable method to optimize the energy consumption of
buildings. Also, the most effective input parameters are defined which are used in the energy …
buildings. Also, the most effective input parameters are defined which are used in the energy …
[HTML][HTML] Data-driven performance analysis of a residential building applying artificial neural network (ANN) and multi-objective genetic algorithm (GA)
Residential buildings account for nearly 60% of electrical energy consumption in hot
climates as in Kuwait. As a result, this study proposes a reliable multi-objective model to …
climates as in Kuwait. As a result, this study proposes a reliable multi-objective model to …
Impact of external insulation and internal thermal density upon energy consumption of buildings in a temperate climate with four distinct seasons
J Lee, J Kim, D Song, J Kim, C Jang - Renewable and Sustainable Energy …, 2017 - Elsevier
Most of the building codes for energy saving are focused on strengthening the insulation
and airtightness of the building envelope. Insulation and air tightness of the building …
and airtightness of the building envelope. Insulation and air tightness of the building …
Digital Twin of HVAC system (HVACDT) for multiobjective optimization of energy consumption and thermal comfort based on BIM framework with ANN-MOGA
This study proposes a novel Digital Twin framework of heating, ventilation, and air
conditioning (HVACDT) system to reduce energy consumption while increasing thermal …
conditioning (HVACDT) system to reduce energy consumption while increasing thermal …
A novel design-based optimization framework for enhancing the energy efficiency of high-rise office buildings in urban areas
Designing high-rise buildings is a complex and challenging task involving several
parameters and variables. Recently, there have been major attempts to design the overall …
parameters and variables. Recently, there have been major attempts to design the overall …
Energy performance optimisation of building envelope retrofit through integrated orthogonal arrays with data envelopment analysis
Retrofitting building envelopes is regarded as an effective solution that can help commercial
and individual investors offset daily power usage. However, it is worthwhile to explore a …
and individual investors offset daily power usage. However, it is worthwhile to explore a …
Energy and economic performance assessment of efficiency measures in zero-energy office buildings in Greece
The present study includes a combined assessment of the energy efficiency and economic
performance of energy measures in five-story existing and newly constructed office buildings …
performance of energy measures in five-story existing and newly constructed office buildings …
Impacts of microclimate conditions on the energy performance of buildings in urban areas
K Javanroodi, VM Nik - Buildings, 2019 - mdpi.com
Urbanization trends have changed the morphology of cities in the past decades. Complex
urban areas with wide variations in built density, layout typology, and architectural form have …
urban areas with wide variations in built density, layout typology, and architectural form have …
An early-stage design optimization for office buildings' façade providing high-energy performance and daylight
Y Shahbazi, M Heydari… - Indoor and Built …, 2019 - journals.sagepub.com
The amount of received sunlight and radiant energy could affect the energy consumption in
heating, cooling and lighting systems. Utilization of natural daylight in architecture, in …
heating, cooling and lighting systems. Utilization of natural daylight in architecture, in …