Occupancy-Based HVAC Control with Short-Term Occupancy Prediction Algorithms for Energy-Efficient Buildings

Using machine learning techniques for occupancy-prediction-based cooling control in office buildings

(2018) Yuzhen Peng et al.   APPLIED ENERGY

Coordination and Control of Building HVAC Systems to Provide Frequency Regulation to the Electric Grid

(2018) Mohammed Olama et al.   Energies

Review of occupancy sensing systems and occupancy modeling methodologies for the application in institutional buildings

(2016) Junjing Yang et al.   ENERGY AND BUILDINGS

An evidence based approach to determining residential occupancy and its role in demand response management

(2016) Joel Chaney et al.   ENERGY AND BUILDINGS

A modeling framework for optimal energy management of a residential building

(2016) Isha Sharma et al.   ENERGY AND BUILDINGS

Modelling home electricity management for sustainability: The impact of response levels, technological deployment & occupancy

(2016) Jean-Nicolas Louis 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

Should we design buildings that are less sensitive to occupant behaviour? A simulation study of effects of behaviour and design on office energy consumption

(2016) Sami Karjalainen   Energy Efficiency

Development of an occupancy learning algorithm for terminal heating and cooling units

(2015) H. Burak Gunay et al.   BUILDING AND ENVIRONMENT

A Review of Approaches for Sensing, Understanding, and Improving Occupancy-Related Energy-Use Behaviors in Commercial Buildings

(2015) Hamed Rafsanjani et al.   Energies

Occupancy measurement in commercial office buildings for demand-driven control applications—A survey and detection system evaluation

(2015) Timilehin Labeodan et al.   ENERGY AND BUILDINGS

Occupancy schedules learning process through a data mining framework

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

Implementation and comparison of existing occupant behaviour models in EnergyPlus

(2015) H. Burak Gunay et al.   Journal of Building Performance Simulation

Occupancy Modeling and Prediction for Building Energy Management

(2014) Varick L. Erickson et al.   ACM Transactions on Sensor Networks

A robust occupancy detection and tracking algorithm for the automatic monitoring and commissioning of a building

(2014) Huang-Chia Shih   ENERGY AND BUILDINGS

Frequency Prediction of Power Systems in FNET Based on State-Space Approach and Uncertain Basis Functions

(2014) Jin Dong et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A critical review of observation studies, modeling, and simulation of adaptive occupant behaviors in offices

(2013) H. Burak Gunay et al.   BUILDING AND ENVIRONMENT

Importance of occupancy information for building climate control

(2012) Frauke Oldewurtel et al.   APPLIED ENERGY

Energy intelligent buildings based on user activity: A survey

(2012) Tuan Anh Nguyen et al.   ENERGY AND BUILDINGS

Building Energy Management: Integrated Control of Active and Passive Heating, Cooling, Lighting, Shading, and Ventilation Systems

(2012) Biao Sun et al.   IEEE Transactions on Automation Science and Engineering

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

(2011) Frauke Oldewurtel et al.   ENERGY AND BUILDINGS

Signal Fitting With Uncertain Basis Functions

(2011) Steven Kay   IEEE SIGNAL PROCESSING LETTERS

Coupling of dynamic building simulation with stochastic modelling of occupant behaviour in offices – a review-based integrated methodology

(2011) Wout Parys et al.   Journal of Building Performance Simulation