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On the impacts of occupancy sensing on advanced model predictive controls in commercial buildings

Journal Article · · Building and Environment

Not Available

Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830; AC05-76RL01830
OSTI ID:
1962133
Journal Information:
Building and Environment, Journal Name: Building and Environment Journal Issue: C Vol. 222; ISSN 0360-1323
Publisher:
ElsevierCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (29)

A real-time model predictive control for building heating and cooling systems based on the occupancy behavior pattern detection and local weather forecasting journal September 2013
Building operation and energy performance: Monitoring, analysis and optimisation toolkit journal January 2013
Occupancy-based zone-climate control for energy-efficient buildings: Complexity vs. performance journal June 2013
Modeling of HVAC operational faults in building performance simulation journal September 2017
Occupancy-based buildings-to-grid integration framework for smart and connected communities journal June 2018
A novel simulation-based framework for sensor error impact analysis in smart building systems: A case study for a demand-controlled ventilation system journal April 2020
Nationwide HVAC energy-saving potential quantification for office buildings with occupant-centric controls in various climates journal December 2020
Simulation-based performance evaluation of model predictive control for building energy systems journal January 2021
All you need to know about model predictive control for buildings journal January 2020
A method for the identification and modelling of realistic domestic occupancy sequences for building energy demand simulations and peer comparison journal May 2014
Simulating the human-building interaction: Development and validation of an agent-based model of office occupant behaviors journal June 2015
Performance evaluation of an agent-based occupancy simulation model journal April 2017
Building lightweight intrusion detection system using wrapper-based feature selection mechanisms journal September 2009
Dynamic modeling of presence of occupants using inhomogeneous Markov chains journal February 2014
Quality of grey-box models and identified parameters as function of the accuracy of input and observation signals journal October 2014
Occupancy schedules learning process through a data mining framework journal February 2015
Occupant behavior modeling for building performance simulation: Current state and future challenges journal November 2015
On the application of wireless sensors and actuators network in existing buildings for occupancy detection and occupancy-driven lighting control journal September 2016
Economic impact of persistent sensor and actuator faults in concrete core activated office buildings journal May 2017
A preliminary study of occupants’ use of manual lighting controls in private offices: A case study journal January 2018
A review of building occupancy measurement systems journal June 2020
A learning-based time-efficient framework for building energy performance evaluation journal December 2020
A review of occupant-centric building control strategies to reduce building energy use journal November 2018
Grey-box modeling and application for building energy simulations - A critical review journal August 2021
Fault-tolerant optimal control of a building HVAC system journal March 2015
Sensor networks for routine indoor air quality monitoring in buildings: Impacts of placement, accuracy, and number of sensors journal December 2017
Sensor-Based Predictive Modeling for Smart Lighting in Grid-Integrated Buildings journal December 2014
A Review on Recent Progress of Portable Short-Range Noncontact Microwave Radar Systems journal May 2017
Occupancy Modeling and Prediction for Building Energy Management
  • Erickson, Varick L.; Carreira-Perpiñán, Miguel Á.; Cerpa, Alberto E.
  • ACM Transactions on Sensor Networks, Vol. 10, Issue 3 https://doi.org/10.1145/2594771
journal April 2014

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