LAPSE:2023.25497
Published Article

LAPSE:2023.25497
Upgrading BRICKS—The Context-Aware Semantic Rule-Based System for Intelligent Building Energy and Security Management
March 28, 2023
Abstract
Building management systems (BMSs) are being implemented broadly by industries in recent decades. However, BMSs focus on specific domains, and when installed on the same building, they lack interoperability to work on a centralized user interface. On the other hand, BMSs interoperability allows the implementation of complex rules based on multi-domain contexts. The Building’s Reasoning for Intelligent Control Knowledge-based System (BRICKS) is a context-aware semantic rule-based system for the intelligent management of buildings’ energy and security. It uses ontologies and semantic web technologies to interact with different domains, taking advantage of cross-domain knowledge to apply context-based rules. This work upgrades the previously presented version of BRICKS by including services for energy consumption and generation forecast, demand response, a configuration user interface (UI), and a dynamic building monitoring and management UI. The case study demonstrates BRICKS deployed at different aggregation levels in the authors’ laboratory building, managing a demand response event and interacting autonomously with other BRICKS instances. The results validate the correct functioning of the proposed tool, which contributes to the flexibility, efficiency, and security of building energy systems.
Building management systems (BMSs) are being implemented broadly by industries in recent decades. However, BMSs focus on specific domains, and when installed on the same building, they lack interoperability to work on a centralized user interface. On the other hand, BMSs interoperability allows the implementation of complex rules based on multi-domain contexts. The Building’s Reasoning for Intelligent Control Knowledge-based System (BRICKS) is a context-aware semantic rule-based system for the intelligent management of buildings’ energy and security. It uses ontologies and semantic web technologies to interact with different domains, taking advantage of cross-domain knowledge to apply context-based rules. This work upgrades the previously presented version of BRICKS by including services for energy consumption and generation forecast, demand response, a configuration user interface (UI), and a dynamic building monitoring and management UI. The case study demonstrates BRICKS deployed at different aggregation levels in the authors’ laboratory building, managing a demand response event and interacting autonomously with other BRICKS instances. The results validate the correct functioning of the proposed tool, which contributes to the flexibility, efficiency, and security of building energy systems.
Record ID
Keywords
context-aware knowledge-base systems, intelligent control, interoperability, semantic reasoning, semantic rule-based systems
Subject
Suggested Citation
Santos G, Pinto T, Vale Z, Carvalho R, Teixeira B, Ramos C. Upgrading BRICKS—The Context-Aware Semantic Rule-Based System for Intelligent Building Energy and Security Management. (2023). LAPSE:2023.25497
Author Affiliations
Santos G: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Pinto T: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Vale Z: Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Carvalho R: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Teixeira B: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Ramos C: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal
Pinto T: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Vale Z: Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Carvalho R: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Teixeira B: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal [ORCID]
Ramos C: GECAD Research Group, 4249-015 Porto, Portugal; Institute of Engineering-Polytechnic of Porto, 4249-015 Porto, Portugal
Journal Name
Energies
Volume
14
Issue
15
First Page
4541
Year
2021
Publication Date
2021-07-27
ISSN
1996-1073
Version Comments
Original Submission
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PII: en14154541, Publication Type: Journal Article
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LAPSE:2023.25497
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https://doi.org/10.3390/en14154541
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Mar 28, 2023
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