Comparing occupancy models and data mining approaches for regular occupancy prediction in commercial buildings

The deployment-dependence of occupancy-related models in building performance simulation

(2016) Ardeshir Mahdavi et al.   ENERGY AND BUILDINGS

Occupant behavior in building energy simulation: Towards a fit-for-purpose modeling strategy

(2016) Isabella Gaetani et al.   ENERGY AND BUILDINGS

Virtual occupancy sensors for real-time occupancy information in buildings

(2015) Yang Zhao et al.   BUILDING AND ENVIRONMENT

People occupancy detection and profiling with 3D depth sensors for building energy management

(2015) Giovanni Diraco et al.   ENERGY AND BUILDINGS

Modeling regular occupancy in commercial buildings using stochastic models

(2015) Zhenghua Chen et al.   ENERGY AND BUILDINGS

Occupancy schedules learning process through a data mining framework

(2015) Simona D’Oca et al.   ENERGY AND BUILDINGS

Predicting people's presence in buildings: An empirically based model performance analysis

(2015) Ardeshir Mahdavi et al.   ENERGY AND BUILDINGS

The sensitivity of building performance simulation results to the choice of occupants’ presence models: a case study

(2015) Farhang Tahmasebi et al.   Journal of Building Performance Simulation

Predicting household occupancy for smart heating control: A comparative performance analysis of state-of-the-art approaches

(2014) Wilhelm Kleiminger et al.   ENERGY AND BUILDINGS

Thermal comfort and building energy consumption implications – A review

(2013) Liu Yang et al.   APPLIED ENERGY

Using artificial neural networks to predict the impact of daylighting on building final electric energy requirements

(2013) Raphaela Walger da Fonseca et al.   ENERGY AND BUILDINGS

Importance of occupancy information for building climate control

(2012) Frauke Oldewurtel et al.   APPLIED ENERGY

Experimental analysis of model predictive control for an energy efficient building heating system

(2011) Jan Široký et al.   APPLIED ENERGY

Use of model predictive control and weather forecasts for energy efficient building climate control

(2011) Frauke Oldewurtel et al.   ENERGY AND BUILDINGS

A study of the importance of occupancy to building cooling load in prediction by intelligent approach

(2011) Simon S.K. Kwok et al.   ENERGY CONVERSION AND MANAGEMENT

Using artificial neural network models in stock market index prediction

(2011) Erkam Guresen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Agent-based and graphical modelling of building occupancy

(2011) Chenda Liao et al.   Journal of Building Performance Simulation

An information technology enabled sustainability test-bed (ITEST) for occupancy detection through an environmental sensing network

(2010) Bing Dong et al.   ENERGY AND BUILDINGS

A high-resolution domestic building occupancy model for energy demand simulations

(2008) Ian Richardson et al.   ENERGY AND BUILDINGS

User behavior in whole building simulation

(2008) P. Hoes et al.   ENERGY AND BUILDINGS

A generalised stochastic model for the simulation of occupant presence

(2007) J. Page et al.   ENERGY AND BUILDINGS