Towards a service-oriented architecture for the energy efficiency of buildings: a systematic review

L Mendoza-Pitti, H Calderón-Gómez… - IEEE …, 2021 - ieeexplore.ieee.org
Currently, smart buildings generate large amounts of data due to the many devices and
equipment available. Hence, buildings implement building management systems (BMSs) …

Big building data-a big data platform for smart buildings

L Linder, D Vionnet, JP Bacher, J Hennebert - Energy Procedia, 2017 - Elsevier
Future buildings will more and more rely on advanced Building Management Systems
(BMS) connected to a variety of sensors, actuators and dedicated networks. Their objectives …

Toward web enhanced building automation systems

G Bovet, A Ridi, J Hennebert - Big Data and Internet of Things: A Roadmap …, 2014 - Springer
The emerging concept of Smart Building relies on an intensive use of sensors and actuators
and therefore appears, at first glance, to be a domain of predilection for the IoT. However …

A multi-sensor office-building database for experimental validation and advanced control algorithm development

N Zarkadis, A Ridi, N Morel - Procedia Computer Science, 2014 - Elsevier
Data from multiple sensors and actuators has been recorded from December 2001 to March
2008 at the LESO-PB building of the EPFL campus, using the EIB/KNX bus standard …

Novel models towards predictive control of advanced building systems and occupant comfort in buildings

N Zarkadis - 2015 - infoscience.epfl.ch
People in developed countries spend today most of their time inside buildings as part of the
modern way of life. As a result, the building sector accounts for almost 40% of the total …

Design of a new automated fault detector based on artificial intelligence and big data techniques

KH Rahouma, FM Afify, HFA Hamed - Procedia Computer Science, 2019 - Elsevier
Concerns over energy and environmental issues around the world have led to the
worldwide focus on energy use reduction. Studies in each area of energy have shown that …

Will web technologies impact on building automation systems architecture?

G Bovet, J Hennebert - Procedia Computer Science, 2014 - Elsevier
Offices, factories and even private housings are more and more endowed with building
management systems (BMS) targeting an increase of comfort as well as lowering energy …

Machine learning with the internet of virtual things

G Bovet, A Ridi, J Hennebert - 2015 International Conference …, 2015 - ieeexplore.ieee.org
Peripheral devices working in the context of the Internet of Things, specifically sensors,
produce large amounts of data that can be used to infer knowledge. In this area, machine …

Virtual things for machine learning applications

G Bovet, A Ridi, J Hennebert - … of the 5th International Workshop on Web …, 2014 - dl.acm.org
Internet-of-Things (IoT) devices, especially sensors are producing large quantities of data
that can be used for gathering knowledge. In this field, machine learning technologies are …

A scalable cloud storage for sensor networks

G Bovet, G Briard, J Hennebert - … of the 5th International Workshop on …, 2014 - dl.acm.org
Data storage has become a major topic in sensor networks as large quantities of data need
to be archived for future processing. In this paper, we present a cloud storage solution …