Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation

W O'Brien, A Wagner, M Schweiker, A Mahdavi… - Building and …, 2020 - Elsevier
Despite the fact that buildings are designed for occupants in principle, evidence suggests
buildings are often uncomfortable compared to the requirements of standards; difficult to …

Review on occupant-centric thermal comfort sensing, predicting, and controlling

J Xie, H Li, C Li, J Zhang, M Luo - Energy and Buildings, 2020 - Elsevier
Ensuring occupants' thermal comfort and work performance is one of the primary objectives
for building environment conditioning systems. In recent years, there emerged many …

Opportunistic occupancy-count estimation using sensor fusion: A case study

BW Hobson, D Lowcay, HB Gunay, A Ashouri… - Building and …, 2019 - Elsevier
Estimation of occupancy counts in commercial and institutional buildings enables enhanced
energy-use management and workspace allocation. This paper presents the analysis of cost …

A systematic review and comprehensive analysis of building occupancy prediction

T Li, X Liu, G Li, X Wang, J Ma, C Xu, Q Mao - Renewable and Sustainable …, 2024 - Elsevier
Buildings account for a significant portion of the global energy consumption. Forecasting
personnel occupancy is critical for reducing energy consumption in buildings. This study …

Development of a back-propagation neural network and adaptive grey wolf optimizer algorithm for thermal comfort and energy consumption prediction and …

L Li, Y Fu, JCH Fung, H Qu, AKH Lau - Energy and Buildings, 2021 - Elsevier
Heating ventilation and air conditioning (HVAC) systems provide a comfortable indoor
thermal environment, but in the process of attaining appropriate indoor thermal comfort …

Is anyone home? A critical review of occupant-centric smart HVAC controls implementations in residential buildings

H Stopps, B Huchuk, MF Touchie, W O'Brien - Building and Environment, 2021 - Elsevier
Smart home technologies have long been envisioned as a mainstay in future residential
buildings; however, residential smart home technologies have fallen short of expectations …

An occupant-centric control strategy for indoor thermal comfort, air quality and energy management

Z Wang, J Calautit, PW Tien, S Wei, W Zhang, Y Wu… - Energy and …, 2023 - Elsevier
Abstract Recently, Occupant-Centric Control (OCC) strategies have gained mounting
interest. Previous studies made use of OCC strategies for adjusting the operation of …

A review of recent advancements of variable refrigerant flow air-conditioning systems

H Wan, T Cao, Y Hwang, S Oh - Applied thermal engineering, 2020 - Elsevier
Variable refrigerant flow air-conditioning (VRF) systems are important and widely used
building energy systems around the world. This study reviews recent developments of the …

A data-driven model predictive control for lighting system based on historical occupancy in an office building: Methodology development

Y Jin, D Yan, X Zhang, J An, M Han - Building Simulation, 2021 - Springer
The lighting system accounts for 8% of the total electricity consumption in commercial
buildings in the United States and 12% of the total electricity consumption in public buildings …

A non-intrusive data-driven model for detailed occupants' activities classification in residential buildings using environmental and energy usage data

YR Yoon, YR Lee, SH Kim, JW Kim, HJ Moon - Energy and Buildings, 2022 - Elsevier
Recently, in many existing buildings, detailed energy consumption data and various
indoor/outdoor environmental data could be collected by BEMS (Building energy …