Leveraging ambient sensing for the estimation of curiosity-driven human crowd
Identification and characterization of human crowd formulation have been a topic of
immense interest in recent times due to its applicability in a wide range of smart-city …
immense interest in recent times due to its applicability in a wide range of smart-city …
Occupancy Detection Based on Electricity Consumption
T Brilland, G Matheron, L Leduc, Y Nakada - arXiv preprint arXiv …, 2023 - arxiv.org
This article presents a new methodology for extracting intervals when a home is vacant from
low-frequency electricity consumption data. The approach combines multiple algorithms …
low-frequency electricity consumption data. The approach combines multiple algorithms …
Performance assessment of different measured variables from onboard monitoring system to obtain the occupancy patterns of rooms in an office building
HP Díaz-Hernández, MN Sánchez, R Olmedo… - Journal of Building …, 2021 - Elsevier
Considering the occupant behaviour as one of the most relevant matters that have an
influence in the energy performance of buildings and also, one of the most relevant sources …
influence in the energy performance of buildings and also, one of the most relevant sources …
Analysing transfer learning efficacy with different feature sets for occupancy detection
E Omeragic, O Orhan, T Uzunovic… - 2023 XXIX …, 2023 - ieeexplore.ieee.org
Occupancy detection is one of the key elements in improving the energy performance of
buildings. Due to their nature, occupancy detection models could be trained on old building …
buildings. Due to their nature, occupancy detection models could be trained on old building …
The digitalization of energy systems: towards higher energy efficiency
M Dorokhova - 2021 - infoscience.epfl.ch
The energy industry is going through challenging times of disruptive changes caused by
decarbonization, decentralization, and digitalization. As the energy value chain is …
decarbonization, decentralization, and digitalization. As the energy value chain is …
Energy optimization of a residential building using occupancy prediction via sensor fusion and machine learning algorithms
H Heidarifar - 2023 - era.library.ualberta.ca
Occupancy-based control systems for floor heating can lead to energy saving in a residential
building. This study focuses on the energy consumption by space heating system in a half …
building. This study focuses on the energy consumption by space heating system in a half …
Comprehensive simulation-based workflow to assess the performance of occupancy-based controls and operations in office buildings
S Azimi - 2023 - repository.library.carleton.ca
Most building services provided, from ventilation to cleaning, should be a function of
occupancy. Yet occupancy is seldom measured in a comprehensive way such that the data …
occupancy. Yet occupancy is seldom measured in a comprehensive way such that the data …
Enhanced Building Prediction for Smart City Surveillance
Y Natarajan, G Wadhwa, L Saravanan… - … on Advances in …, 2023 - ieeexplore.ieee.org
Nearly three-quarters of the total power used in the world is consumed by the built
environment sector. Therefore, looking for viable methods to reduce building energy needs …
environment sector. Therefore, looking for viable methods to reduce building energy needs …
Energy and Occupancy Analytics to Improve Understanding and Efficiency of Building Operations—A Case Study of an Office Building in Northern California
In the spring of 2020, an unprecedented global lockdown was implemented for controlling
the spread of COVID-19 in many countries. In this case study, we utilized a dataset collected …
the spread of COVID-19 in many countries. In this case study, we utilized a dataset collected …
Development, implementation, and industry reception of a novel multi-source, data-driven building energy management toolkit
A Markus - 2022 - repository.library.carleton.ca
Inefficient and uninformed operations negatively impact building energy performance,
leading to wide disparities between predicted and actual energy use in commercial and …
leading to wide disparities between predicted and actual energy use in commercial and …