Research graph
References from Rule-based scheduling of air conditioning using occupancy forecasting. Local targets link to admitted publications; unresolved targets remain external evidence.
Energy consumption by sector
2020 · External reference
Final energy consumption by sector and fuel in Europe
2020 · External reference
Heating and cooling
2020 · External reference
The impact of occupants’ behaviours on building energy analysis: a research review
10.1016/j.rser.2017.05.264 · 2017 · External reference
The National Human Activity Pattern Survey (NHAPS): a resource for assessing exposure to environmental pollutants
10.1038/sj.jea.7500165 · 2001 · External reference
Predicting household occupancy for smart heating control: a comparative performance analysis of state-of-the-art approaches
10.1016/j.enbuild.2014.09.046 · 2014 · External reference
Occupancy data analytics and prediction: a case study
10.1016/j.buildenv.2016.03.027 · 2016 · External reference
Unresolved reference
2015 · External reference
Exploring zero-training algorithms for occupancy detection based on smart meter measurements
10.1007/s00450-017-0344-9 · 2018 · External reference
Contextual occupancy detection for smart office by pattern recognition of electricity consumption data
2015 · External reference
Non-intrusive occupancy monitoring using smart meters
2013 · External reference
Occupancy detection of residential buildings using smart meter data: a large-scale study
10.1016/j.enbuild.2018.11.025 · 2019 · External reference
Deep learning-based real-time building occupancy detection using AMI data
2020 · External reference
A methodology based on hidden Markov models for occupancy detection and a case study in a low energy residential building
10.1016/j.enbuild.2017.05.031 · 2017 · External reference
A multi-sensor based occupancy estimation model for supporting demand driven HVAC operations
2012 · External reference
Indoor occupancy prediction using an IoT platform
2019 · External reference
Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data
10.1016/j.buildenv.2019.106177 · 2019 · External reference
Optimal heating start and stop control based on the inferred occupancy schedule in a household with radiant floor heating system
10.1016/j.enbuild.2019.109737 · 2020 · External reference
Development of an occupancy prediction model using indoor environmental data based on machine learning techniques
10.1016/j.buildenv.2016.06.039 · 2016 · External reference
On the use of deep learning approaches for occupancy prediction in energy efficient buildings
2019 · External reference
Role of deep LSTM neural networks and Wi-Fi networks in support of occupancy prediction in smart buildings
2018 · External reference
OccuSpace: towards a robust occupancy prediction system for activity based workplace
2019 · External reference
BLEMAT: data analytics and machine learning for smart building occupancy detection and prediction
10.1142/s0218213019600054 · 2019 · External reference
Inferring occupant counts from Wi-Fi data in buildings through machine learning
10.1016/j.buildenv.2019.05.015 · 2019 · External reference
Implicit sensing of building occupancy count with information and communication technology data sets
10.1016/j.buildenv.2019.04.015 · 2019 · External reference
Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering
10.1016/j.buildenv.2019.106280 · 2019 · External reference
Fusion of non-intrusive environmental sensors for occupancy detection in smart homes
10.1109/jiot.2017.2752134 · 2018 · External reference
The neurothermostat: predictive optimal control of residential heating systems
1997 · External reference
Using machine learning techniques for occupancy-prediction-based cooling control in office buildings
10.1016/j.apenergy.2017.12.002 · 2018 · External reference
A real-time model predictive control for building heating and cooling systems based on the occupancy behavior pattern detection and local weather forecasting
10.1007/s12273-013-0142-7 · 2014 · External reference
A heuristic-based smart hvac energy management scheme for university buildings
2018 · External reference
Occupancy behavior based model predictive control for building indoor climate – a critical review
10.1016/j.enbuild.2016.07.036 · 2016 · External reference
Human-in-the-loop HVAC operations: a quantitative review on occupancy, comfort, and energy-efficiency dimensions
10.1016/j.apenergy.2019.01.070 · 2019 · External reference
Household occupancy monitoring using electricity meters
2015 · External reference
Machine learning based occupancy detection via the use of smart meters
2017 · External reference
Automatic occupancy prediction using unsupervised learning in buildings data
2017 · External reference
A review of studies applying machine learning models to predict occupancy and window-opening behaviours in smart buildings
10.1016/j.enbuild.2020.110159 · 2020 · External reference
Home automation market – global industry analysis, size, share, growth, trends, and forecast 2018 – 2026
2018 · External reference
Forecasting at scale
2017 · External reference
Unresolved reference
2012 · External reference
