A review of occupant-centric building control strategies to reduce building energy use

S Naylor, M Gillott, T Lau - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Abstract Building Energy Management is identified as a key part of the move towards
localised energy generation and control. The significant discrepancy between building …

Simulation and evaluation of building information modeling in a real pilot site

M Eguaras-Martínez, M Vidaurre-Arbizu… - Applied Energy, 2014 - Elsevier
The current methods of building energy simulation that designers and engineers (D&E) use
in order to find the energy performance of a building do not take into account the real …

Accurate occupancy detection of an office room from light, temperature, humidity and CO2 measurements using statistical learning models

LM Candanedo, V Feldheim - Energy and buildings, 2016 - Elsevier
The accuracy of the prediction of occupancy in an office room using data from light,
temperature, humidity and CO 2 sensors has been evaluated with different statistical …

Measuring and monitoring occupancy with an RFID based system for demand-driven HVAC operations

N Li, G Calis, B Becerik-Gerber - Automation in construction, 2012 - Elsevier
Building energy management and the necessity to reduce overall energy consumption is
becoming an increasingly important topic. Especially in dynamic environments, where the …

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

B Dong, B Andrews, KP Lam, M Höynck, R Zhang… - Energy and …, 2010 - Elsevier
This paper describes a large-scale wireless and wired environmental sensor network test-
bed and its application to occupancy detection in an open-plan office building. Detection of …

Method for room occupancy detection based on trajectory of indoor climate sensor data

TH Pedersen, KU Nielsen, S Petersen - Building and Environment, 2017 - Elsevier
Significant energy savings can be achieved by operating heating, ventilation and air
conditioning controllers using a feedback from sensor-based occupancy detection methods …

[PDF][PDF] Real-time occupancy detection using decision trees with multiple sensor types

E Hailemariam, R Goldstein… - Proceedings of the …, 2011 - damassets.autodesk.net
The ability to accurately determine localized building occupancy in real time enables several
compelling applications, including intelligent control of building systems to minimize energy …

A methodology based on Hidden Markov Models for occupancy detection and a case study in a low energy residential building

LM Candanedo, V Feldheim, D Deramaix - Energy and Buildings, 2017 - Elsevier
This paper presents and evaluates a simple methodology based on Hidden Markov models
for the problem of unsupervised occupancy detection using the open source program R. The …

Building energy and comfort management through occupant behaviour pattern detection based on a large-scale environmental sensor network

B Dong, KP Lam - Journal of Building Performance Simulation, 2011 - Taylor & Francis
Detection of occupant presence has been used extensively in built environments for
applications such as demand-controlled ventilation and security. However, the ability to …

A fusion framework for occupancy estimation in office buildings based on environmental sensor data

Z Chen, MK Masood, YC Soh - Energy and Buildings, 2016 - Elsevier
Occupancy information that can be used to determine heating, ventilation and lighting
requirements is one of the important parameters for the control of energy efficient buildings …