[HTML][HTML] Implications of properties and quality of indoor sensor data for building machine learning applications: two case studies in smart campuses

M Lillstrang, M Harju, G del Campo, G Calderon… - Building and …, 2022 - Elsevier
Sensor devices are becoming omnipresent, supplying data to a wide range of applications.
In the building sector, sensors along with other information sources provide the basis for …

Sensing within smart buildings: A survey

W Alsafery, O Rana, C Perera - ACM Computing Surveys, 2023 - dl.acm.org
Increasingly, buildings are being fitted with sensors for the needs of different sectors, such
as education, industry and business. Using Internet of Things devices combined with …

Occupancy monitoring using environmental & context sensors and a hierarchical analysis framework

A Khan, J Nicholson, S Mellor, D Jackson, K Ladha… - 2014 - nrl.northumbria.ac.uk
Saving energy in residential and commercial buildings is of great interest due to diminishing
resources. Heating ventilation and air conditioning systems, and electric lighting are …

Understanding the indoor environment through mining sensory data—A case study

S Wu, D Clements-Croome - Energy and Buildings, 2007 - Elsevier
A wireless sensor network (WSN) is a group of sensors linked by wireless medium to
perform distributed sensing tasks. WSNs have attracted a wide interest from academia and …

Sensor deployment configurations for building energy consumption prediction

N Bucarelli, N El-Gohary - Energy and Buildings, 2024 - Elsevier
Sensor-based data-driven building energy consumption prediction could play an important
role in designing and operating energy-efficient buildings. However, existing approaches …

Big data from the built environment

A Khan, K Hornbæk - Proceedings of the 2nd International Workshop on …, 2011 - dl.acm.org
As sensor networks in buildings continue to grow in number and heterogeneity, occupants
can become empowered to better control their environment for comfort maximization and …

Identifying temporal properties of building components and indoor environment for building performance assessment

C Deb, M Frei, A Schlueter - Building and Environment, 2020 - Elsevier
Buildings are dynamic thermal systems that require energy to maintain a comfortable indoor
environment. Knowing these dynamics allows for identifying relevant building characteristics …

A review of the recent developments in integrating machine learning models with sensor devices in the smart buildings sector with a view to attaining enhanced …

DM Petroșanu, G Căruțașu, NL Căruțașu, A Pîrjan - Energies, 2019 - mdpi.com
Lately, many scientists have focused their research on subjects like smart buildings, sensor
devices, virtual sensing, buildings management, Internet of Things (IoT), artificial intelligence …

Analysing building performance data for energy-efficient building operation

A Ahmed, J Ploennigs, Y Gao… - Managing IT in …, 2009 - books.google.com
Modern buildings will contain an increasing number of wireless sensors and meters to
monitor the building performance. This data allows improved analysis of building …

Towards collaborative data analytics for smart buildings

S Lazarova-Molnar, N Mohamed - … and Applications 2017: ICISA 2017 8, 2017 - Springer
Smart buildings are buildings equipped with the latest technological and architectural
solutions, controlled by Building Management Systems (BMS), operating in fulfillment of the …