Plaster: An integration, benchmark, and development framework for metadata normalization methods

J Koh, D Hong, R Gupta, K Whitehouse… - Proceedings of the 5th …, 2018 - dl.acm.org
The recent advances in the automation of metadata normalization and the invention of a
unified schema---Brick---alleviate the metadata normalization challenge for deploying …

A solution for annotating sensor data streams-An industrial use case in building management system

D Madithiyagasthenna, PP Jayaraman… - 2020 21st IEEE …, 2020 - ieeexplore.ieee.org
Smart buildings equipped with various building management systems and digital control
systems produce enormous amounts of sensor data that can be used to investigate and …

Metadata Schema Generation for Data-driven Smart Buildings

L Chamari, J van der Weijden, L Boonstra… - 11th Linked Data in …, 2023 - research.tue.nl
A smart building is a combination of advanced information systems originating from different
domains. Domains such as design and construction, maintenance, energy management …

[图书][B] Metadata Models and Methods for Smart Buildings

JB Koh - 2020 - search.proquest.com
Applications in smart buildings have shown potential for improving energy efficiency,
automated operation, and for creating better living conditions for occupants. To achieve …

Automating Analytics: How to learn metadata such that our buildings can learn from us

J Ploennigs - 2016 IEEE International Conference on Sensing …, 2016 - ieeexplore.ieee.org
Automated analytics are the only way to cope with the big amount of data created by the
internet of things in future. Good metadata such as the device type, sensor semantics, its …

Towards next generation building management systems

O Noran, I Sota, P Bernus - E3S Web of Conferences, 2019 - e3s-conferences.org
The Internet of Things (IoT) paradigm is gradually finding its way in virtually every industry;
however, beyond adding more sensors and measuring and controlling previously …

Generating metadata schema for data-driven smart buildings

L Chamari, JAM van der Weijden… - 2nd 4TU-14UAS …, 2023 - research.tudelft.nl
The integration of data from a variety of systems is critical for developing smart building
applications. Design, construction, maintenance, energy management, and automation data …

Plaster: An Integration, Benchmark and Development Framework for Heterogeneous Metadata Normalization Methods

J Koh, D Hong, R Gupta, K Whitehouse, H Wang… - 2018 - osti.gov
The recent advances in the automation of metadata normalization and the invention of a
unified schema—Brick—alleviate the metadata normalization challenge for deploying …

Extending Brick for automated comfort diagnosis

J Ploennigs, A Ba, P Palmes - at-Automatisierungstechnik, 2017 - degruyter.com
Modern buildings are data-rich environments that can contain thousands of IoT devices.
However, most of this data is not analyzed in order to reduce energy consumption and …