A time series clustering approach for Building Automation and Control Systems
Sign Up to like & getrecommendations! Published in 2019 at "Applied Energy"
DOI: 10.1016/j.apenergy.2019.01.196
Abstract: Abstract Structured data of all sensors and actuators are a requirement for decisions about control strategies and efficiency optimization in Building Automation. In practice, the analysis of data is a challenging and time-consuming task. In… read more here.
Keywords: time; building automation; control; time series ... See more keywords
Comprehensive energy demand and usage data for building automation
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Data"
DOI: 10.1038/s41597-024-03292-2
Abstract: Buildings are essential in satisfying our daily need for comfort (privacy, protection from weather, etc.) and are responsible for almost half of the world’s total energy consumption. Research at the interface of room comfort and… read more here.
Keywords: comprehensive energy; energy; building; building automation ... See more keywords
A survey of intelligent building automation with machine learning and IoT
Sign Up to like & getrecommendations! Published in 2023 at "Advances in Building Energy Research"
DOI: 10.1080/17512549.2023.2208117
Abstract: ABSTRACT The growth of intelligent buildings in smart cities that are equipped with smart devices based on the Internet of Things (IoT) is because of the advancement of technologies in the digital world. Intelligent buildings… read more here.
Keywords: survey intelligent; building automation; machine learning; intelligent building ... See more keywords
Digital twin for sustainable development in building automation
Sign Up to like & getrecommendations! Published in 2024 at "Engineering, Construction and Architectural Management"
DOI: 10.1108/ecam-08-2024-1024
Abstract: PurposeThis study investigates the impact and role of digital twin technology in building automation (DTBA) from a sustainability viewpoint. It aims to enhance the understanding of how DTBA can boost efficiency, optimize quality and support… read more here.
Keywords: dtba; digital twin; research; development ... See more keywords
A Network Intrusion Detection System for Building Automation and Control Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3238874
Abstract: Building Automation and Control Systems (BACS) are traditionally based on specialized communications protocols, such as KNX or BACnet, and dedicated sensing and actuating devices. Despite the increased awareness about the security risks associated with BACS,… read more here.
Keywords: intrusion detection; control systems; network intrusion; building automation ... See more keywords
Advancing Fault Detection in Building Automation Systems through Deep Learning
Sign Up to like & getrecommendations! Published in 2024 at "Buildings"
DOI: 10.3390/buildings14010271
Abstract: This study proposes a deep learning model utilizing the BACnet (Building Automation and Control Network) protocol for the real-time detection of mechanical faults and security vulnerabilities in building automation systems. Integrating various machine learning algorithms… read more here.
Keywords: detection; deep learning; automation; advancing fault ... See more keywords
Integration of Smart Home and Building Automation Systems in Virtual Reality and Robotics-Based Technological Environment for Neurorehabilitation: A Pilot Study Protocol
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Personalized Medicine"
DOI: 10.3390/jpm14050522
Abstract: Technological innovation has revolutionized healthcare, particularly in neurological rehabilitation, where it has been used to address chronic conditions. Smart home and building automation (SH&BA) technologies offer promising solutions for managing chronic disabilities associated with such… read more here.
Keywords: smart home; robotics; home building; study ... See more keywords