Typical weekly occupancy profiles in non-residential buildings based on mobile positioning data

A scalable Bluetooth Low Energy approach to identify occupancy patterns and profiles in office spaces

(2020) Zeynep Duygu Tekler et al.   BUILDING AND ENVIRONMENT

Agent-based modeling and simulation of stochastic heat pump usage behavior in residential communities

(2020) Shuqin Chen et al.   Building Simulation

A systematic review of occupant behavior in building energy policy

(2020) Shan Hu et al.   BUILDING AND ENVIRONMENT

Context-specific urban occupancy modeling using location-based services data

(2020) Gabriel Happle et al.   BUILDING AND ENVIRONMENT

Indoor occupancy estimation using the LTE-CommSense system

(2020) Santu Sardar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Extracting typical occupancy schedules from social media (TOSSM) and its integration with building energy modeling

(2020) Xing Lu et al.   Building Simulation

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

(2020) Yuan Jin et al.   Building Simulation

Real-time space occupancy sensing and human motion analysis using deep learning for indoor air quality control

(2020) Ivan Mutis et al.   AUTOMATION IN CONSTRUCTION

Evaluation of the dynamic energy performance gap of green buildings: Case studies in China

(2020) Dan Wang et al.   Building Simulation

An action-based Markov chain modeling approach for predicting the window operating behavior in office spaces

(2020) Xin Zhou et al.   Building Simulation

Occupancy sensing in buildings: A review of data analytics approaches

(2019) Homagni Saha et al.   ENERGY AND BUILDINGS

Collecting building occupancy data of high resolution based on WiFi and BLE network

(2019) Jiayu Chen et al.   AUTOMATION IN CONSTRUCTION

Implicit Sensing of Building Occupancy Count with Information and Communication Technology Data Sets

(2019) Bianca Howard et al.   BUILDING AND ENVIRONMENT

Inferring occupant counts from Wi-Fi data in buildings through machine learning

(2019) Zhe Wang et al.   BUILDING AND ENVIRONMENT

Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data

(2019) Brent Huchuk et al.   BUILDING AND ENVIRONMENT

Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering

(2019) Wei Wang et al.   BUILDING AND ENVIRONMENT

Occupant behavior in identical residential buildings: A case study for occupancy profiles extraction and application to building performance simulation

(2019) Antonio Muroni et al.   Building Simulation

Modeling and predicting the occupancy in a China hub airport terminal using Wi-Fi data

(2019) Weixin Huang et al.   ENERGY AND BUILDINGS

Planning for sustainable cities by estimating building occupancy with mobile phones

(2019) Edward Barbour et al.   Nature Communications

Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings

(2018) Wei Wang et al.   AUTOMATION IN CONSTRUCTION

Application of mobile positioning occupancy data for building energy simulation: An engineering case study

(2018) Zhihong Pang et al.   BUILDING AND ENVIRONMENT

WinLight: A WiFi-based occupancy-driven lighting control system for smart building

(2018) Han Zou et al.   ENERGY AND BUILDINGS

Device-free occupancy detection and crowd counting in smart buildings with WiFi-enabled IoT

(2018) Han Zou et al.   ENERGY AND BUILDINGS

Towards occupant activity driven smart buildings via WiFi-enabled IoT devices and deep learning

(2018) Han Zou et al.   ENERGY AND BUILDINGS

Extracting Typical Occupancy Data of Different Buildings from Mobile Positioning Data

(2018) Gu Jiefan et al.   ENERGY AND BUILDINGS

A Scalable Room Occupancy Prediction with Transferable Time Series Decomposition of CO2 Sensor Data

(2018) Irvan B. Arief-Ang et al.   ACM Transactions on Sensor Networks

Two-stage approaches to the analysis of occupancy data II. The heterogeneous model and conditional likelihood

(2018) N. Karavarsamis et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

IEA EBC annex 53: Total energy use in buildings—Analysis and evaluation methods

(2017) Hiroshi Yoshino et al.   ENERGY AND BUILDINGS

A methodology for creating building energy model occupancy schedules using personal location metadata

(2017) James Parker et al.   ENERGY AND BUILDINGS

IEA EBC Annex 66: Definition and simulation of occupant behavior in buildings

(2017) Da Yan et al.   ENERGY AND BUILDINGS

IoT-Based Sensor Data Fusion for Occupancy Sensing Using Dempster–Shafer Evidence Theory for Smart Buildings

(2017) Nashreen Nesa et al.   IEEE Internet of Things Journal

Fault detection and diagnosis of chiller using Bayesian network classifier with probabilistic boundary

(2016) Suowei He et al.   APPLIED THERMAL ENGINEERING

Development of an occupancy prediction model using indoor environmental data based on machine learning techniques

(2016) Seung Ho Ryu et al.   BUILDING AND ENVIRONMENT

Establishing an image-based ground truth for validation of sensor data-based room occupancy detection

(2016) Steffen Petersen et al.   ENERGY AND BUILDINGS

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

(2016) Zhenghua Chen et al.   ENERGY AND BUILDINGS

A review on modeling and simulation of building energy systems

(2016) V.S.K.V. Harish et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Occupant behavior modeling for building performance simulation: Current state and future challenges

(2015) Da Yan et al.   ENERGY AND BUILDINGS

The coupled effects of personalized occupancy profile based HVAC schedules and room reassignment on building energy use

(2014) Zheng Yang et al.   ENERGY AND BUILDINGS

Revealing occupancy patterns in an office building through the use of occupancy sensor data

(2013) Carlos Duarte et al.   ENERGY AND BUILDINGS

DeST — An integrated building simulation toolkit Part I: Fundamentals

(2008) Da Yan et al.   Building Simulation