An ontology-based meta-modelling approach for semantic-driven building management systems
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Author (Corporation)
Publication date
2024
Typ of student thesis
Course of study
Collections
Type
04B - Conference paper
Editor (Corporation)
Supervisor
Parent work
Advanced information systems engineering workshops
Special issue
DOI of the original publication
Link
Series
Lecture Notes in Business Information Processing
Series number
521
Volume
Issue / Number
Pages / Duration
200-211
Patent number
Publisher / Publishing institution
Springer
Place of publication / Event location
Limassol
Edition
Version
Programming language
Assignee
Practice partner / Client
Abstract
The increase in smart buildings has led to an increase in data produced and consumed by buildings. Despite growing digitalisation trends, data interoperability, data quality, and a lack of transparency hinder the development of scalable energy applications. Knowledge graphs alleviate some of these challenges through their ability to integrate and analyse diverse data sources. Despite these benefits, knowledge graphs require specific skills typically uncommon in building and energy system engineers. This work tackles this challenge by enabling system engineers to create and maintain knowledge graphs about BMS by dealing with visual diagrammatical models they are familiar with. For this, we built on the ontology-based meta-modelling approach and created a proof-of-concept AOAME4BMS, in which we implemented a BMS and used it for evaluation purposes. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
Keywords
Event
CAiSE 2024 International Workshops
Exhibition start date
Exhibition end date
Conference start date
03.06.2024
Conference end date
07.06.2024
Date of the last check
ISBN
978-3-031-61002-8
978-3-031-61003-5
978-3-031-61003-5
ISSN
Language
English
Created during FHNW affiliation
Yes
Strategic action fields FHNW
Publication status
Published
Review
Peer review of the complete publication
Open access category
Closed
License
Citation
Laurenzi, E., Allan, J., Campos Macias-Hammel, N., & Stoller, S. (2024). An ontology-based meta-modelling approach for semantic-driven building management systems. In J. P. A. Almeida, C. Di Ciccio, & C. Kalloniatis (Eds.), Advanced information systems engineering workshops (pp. 200–211). Springer. https://doi.org/10.1007/978-3-031-61003-5_18