A review of machine learning in building load prediction
The surge of machine learning and increasing data accessibility in buildings provide great
opportunities for applying machine learning to building energy system modeling and …
opportunities for applying machine learning to building energy system modeling and …
Indoor air quality and health in schools: A critical review for develo** the roadmap for the future school environment
Several research studies have ranked indoor pollution among the top environmental risks to
public health in recent years. Good indoor air quality is an essential component of a healthy …
public health in recent years. Good indoor air quality is an essential component of a healthy …
A review of the-state-of-the-art in data-driven approaches for building energy prediction
Building energy prediction plays a vital role in develo** a model predictive controller for
consumers and optimizing energy distribution plan for utilities. Common approaches for …
consumers and optimizing energy distribution plan for utilities. Common approaches for …
[HTML][HTML] A review on occupancy prediction through machine learning for enhancing energy efficiency, air quality and thermal comfort in the built environment
The occupants' presence, activities, and behaviour can significantly impact the building's
performance and energy efficiency. Currently, heating, ventilation, and air-conditioning …
performance and energy efficiency. Currently, heating, ventilation, and air-conditioning …
Energy consumption and efficiency in buildings: current status and future trends
The building sector is considered as the biggest single contributor to world energy
consumption and greenhouse gas emissions. Therefore, a good understanding of the nature …
consumption and greenhouse gas emissions. Therefore, a good understanding of the nature …
Machine learning for estimation of building energy consumption and performance: a review
Ever growing population and progressive municipal business demands for constructing new
buildings are known as the foremost contributor to greenhouse gasses. Therefore …
buildings are known as the foremost contributor to greenhouse gasses. Therefore …
Rethinking the role of occupant behavior in building energy performance: A review
Technology alone will not achieve building energy conservation goals, and humans and
their energy-related behavior in buildings must be included in energy performance efforts …
their energy-related behavior in buildings must be included in energy performance efforts …
Forecasting energy consumption of multi-family residential buildings using support vector regression: Investigating the impact of temporal and spatial monitoring …
Buildings are the dominant source of energy consumption and environmental emissions in
urban areas. Therefore, the ability to forecast and characterize building energy consumption …
urban areas. Therefore, the ability to forecast and characterize building energy consumption …
Towards sustainable, energy-efficient and healthy ventilation strategies in buildings: A review
Energy demand has been increasing worldwide and the building sector represents a large
percentage of global energy consumption. Therefore, promoting energy efficiency in …
percentage of global energy consumption. Therefore, promoting energy efficiency in …
Review of multi‐domain approaches to indoor environmental perception and behaviour
Building occupants are continuously exposed to multiple indoor environmental stimuli,
including thermal, visual, acoustic, and air quality related factors. Moreover, personal and …
including thermal, visual, acoustic, and air quality related factors. Moreover, personal and …