Title
Wireless system for occupancy modelling and prediction in smart buildings.
Abstract
The dense instrumentation of future smart buildings enables the implementation of advanced control techniques which are aimed at the dual objectives of energy efficiency/cost savings and occupant comfort. One of the essential functions and prerequisite consists of robust dynamic occupancy detection and prediction which allows improved estimation of active thermal zones and internal loads, as compared to static schedule-based approaches. The paper presents the design and preliminary evaluation of a wireless system for embedded monitoring of occupancy states across the thermal zones of the building. The challenges of calibration, detection and prediction algorithms are discussed along with experimental outcomes. The infrared array sensor within the system offers improved detection performance compared to conventional PIR sensors while preserving user privacy in comparison to image processing approaches using security cameras. Several advantages of the proposed solution are also highlighted such as the low cost, flexibility, scalability and integration towards the building-wide automation system.
Year
DOI
Venue
2017
10.1109/MED.2017.7984264
Mediterranean Conference on Control and Automation
Field
DocType
ISSN
Wireless,Process automation system,Computer science,Efficient energy use,Image processing,Control engineering,Real-time computing,Electronic engineering,Occupancy,Building automation,Wireless sensor network,Scalability
Conference
2325-369X
Citations 
PageRank 
References 
1
0.50
7
Authors
4
Name
Order
Citations
PageRank
Claudia F. Chitu120.87
Grigore Stamatescu22915.36
Iulia Stamatescu366.57
Valentin Sgarciu4197.49