Building Occupancy Detection using Machine Learning-based Approaches: Evaluation and Comparison
Author:
Affiliation:
1. University of Brest,UMR CNRS 6027 IRDL,Brest,France
2. CESI LINEACT,Brest,France
3. L@bISEN,ISEN Yncréa Ouest,Brest,France
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9968313/9968303/09968768.pdf?arnumber=9968768
Reference26 articles.
1. Integrated sensor data processing for occupancy detection in residential buildings
2. Measuring and monitoring occupancy with an RFID based system for demand-driven HVAC operations
3. Contextual occupancy detection for smart office by pattern recognition of electricity consumption data
4. Accurate occupancy detection of an office room from light, temperature, humidity and CO 2 measurements using statistical learning models
5. LSTM-based Office Occupancy Detection Using Smart plug Data
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1. Optimizing Comfort and Energy Efficiency: The Impact of Model Accuracy on Multi-Objective MPC;2024 6th Global Power, Energy and Communication Conference (GPECOM);2024-06-04
2. Occupancy Prediction in Buildings Using Cascaded LSTM Model;IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society;2023-10-16
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