A hybrid agent-based machine learning method for human-centred energy consumption prediction

Ten questions concerning agent-based modeling of occupant behavior for energy and environmental performance of buildings

(2022) Jeetika Malik et al.   BUILDING AND ENVIRONMENT

A Systematic Review of the Extent to Which BIM Is Integrated into Operation and Maintenance

(2022) Dania K. Abideen et al.   Sustainability

Incorporating two-dimensional conduction modeling techniques into an energy simulation program: The EnergyPlus radiant system example

(2022) Richard K. Strand   ENERGY AND BUILDINGS

Feature selection strategy for machine learning methods in building energy consumption prediction

(2022) Qingyao Qiao et al.   Energy Reports

On the impact of stochastic modeling of occupant behavior on the energy use of office buildings

(2021) Salvatore Carlucci et al.   ENERGY AND BUILDINGS

Thermal preference prediction based on occupants’ adaptive behavior in indoor environments- A study of an air-conditioned multi-occupancy office in China

(2021) Yanchen Liu et al.   BUILDING AND ENVIRONMENT

Thermal adaptive behavior and thermal comfort for occupants in multi-person offices with air-conditioning systems

(2021) Peiping Zheng et al.   BUILDING AND ENVIRONMENT

Towards integrating occupant behaviour modelling in simulation-aided building design: Reasons, challenges and solutions

(2021) Juan Mahecha Zambrano et al.   ENERGY AND BUILDINGS

Building occupancy forecasting: A systematical and critical review

(2021) Yuan Jin et al.   ENERGY AND BUILDINGS

Review of current trends in agent-based modeling of building occupants for energy and indoor-environmental performance analysis

(2020) Christiane Berger et al.   BUILDING AND ENVIRONMENT

A review of the-state-of-the-art in data-driven approaches for building energy prediction

(2020) Ying Sun et al.   ENERGY AND BUILDINGS

A hierarchical multi-resolution agent-based modeling and simulation framework for household electricity demand profile

(2020) Imran Mahmood et al.   SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications

(2020) Elie Azar et al.   ENERGY AND BUILDINGS

Towards developing a systematic knowledge trend for building energy consumption prediction

(2020) Qingyao Qiao et al.   Journal of Building Engineering

Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

(2017) Muhammad Waseem Ahmad et al.   ENERGY AND BUILDINGS

An efficient instance selection algorithm for k nearest neighbor regression

(2017) Yunsheng Song et al.   NEUROCOMPUTING

Occupant behavior models: A critical review of implementation and representation approaches in building performance simulation programs

(2017) Tianzhen Hong et al.   Building Simulation

An agent-based model of building occupant behavior during load shedding

(2017) Handi Chandra Putra et al.   Building Simulation

Simulation and visualization of energy-related occupant behavior in office buildings

(2017) Yixing Chen et al.   Building Simulation

Thermal comfort and occupant adaptive behaviour in Japanese university buildings with free running and cooling mode offices during summer

(2016) Mohd Sabri Mustapa et al.   BUILDING AND ENVIRONMENT

An occupant-differentiated, higher-order Markov Chain method for prediction of domestic occupancy

(2016) Graeme Flett et al.   ENERGY AND BUILDINGS

An introduction of new features for conventional and hybrid GSHP simulations in eQUEST 3.7

(2015) Shaojie Wang et al.   ENERGY AND BUILDINGS

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

DeST-based dynamic simulation and energy efficiency retrofit analysis of commercial buildings in the hot summer/cold winter zone of China: A case in Nanjing

(2014) Changhai Peng et al.   ENERGY AND BUILDINGS

Coupling of dynamic building simulation with stochastic modelling of occupant behaviour in offices – a review-based integrated methodology

(2011) Wout Parys et al.   Journal of Building Performance Simulation

Adaptive actions on shading devices in response to local visual stimuli

(2010) Frédéric Haldi et al.   Journal of Building Performance Simulation