AI-Driven Digital Twins for Enhancing Indoor Environmental Quality and Energy Efficiency in Smart Building Systems

Buildings, Journal Year: 2025, Volume and Issue: 15(7), P. 1030 - 1030

Published: March 24, 2025

Smart buildings equipped with diverse control systems serve the objectives of gathering data, optimizing energy efficiency (EE), and detecting diagnosing faults, particularly in domain indoor environmental quality (IEQ). Digital twins (DTs) offering an environmentally sustainable solution for managing facilities incorporated artificial intelligence (AI) create opportunities maintaining IEQ EE. The purpose this study is to assess impact AI-driven DTs on enhancing EE smart building (SBS). A scoping review was performed establish theoretical background about DTs, AI, IEQ, SBS, semi-structured interviews were conducted specialists industry obtain qualitative quantitative data gathered via a computerized self-administered questionnaire (CSAQ) survey, focusing how can improve SBS. results indicate that DT enhances occupants’ comfort energy-efficiency performance enables decision-making automatic fault detection maintenance conditioning buildings’ serviceability real time, response key industrial needs management (BEMS) interrogative predictive analytics maintenance. integration AI presents transformative approach improving practical implications advancement span across design, construction, policy domains, significant challenges need be carefully considered.

Language: Английский

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The Level of Influence of the Relationship Between Six Non-Formal Factors and Six IAM Subject Groups in the Implementation of Asset Management in PT PLN Group

Salud Ciencia y Tecnología, Journal Year: 2025, Volume and Issue: 5, P. 1395 - 1395

Published: Feb. 13, 2025

Introduction: Many companies, including PT PLN Group, use asset management to help manage their assets achieve stable, effective, and efficient company performance. In the concept model introduced by IAM, companies are six subject groups that important factors in (AM) implementationMethods: This study used PLS-SEM test measure level of influence relationship non-formal IAM subjects with implementation AM.Results: The results obtained were significantly impacted subjects. Six proven AM positively. acceptance this hypothesis is supported several field practices Group has carried out support success AM.Conclusions: analysis show transfer knowledge competence human resources 6 Group. Organizational culture life cycle delivery Company have most dominant on optimal at can increase nation's competitiveness providing comprehensive equitable electrical energy people Indonesia.

Language: Английский

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BIM-FM integration through openBIM: Solutions for interoperability towards efficient operations

Journal of Information Technology in Construction, Journal Year: 2025, Volume and Issue: 30, P. 298 - 318

Published: March 7, 2025

Facility Management (FM) faces ongoing challenges related to data interoperability and information loss during the transition from construction operation phases, compromising asset management efficiency. Although Building Information Modeling (BIM) can optimize flow of exchange by offering a single, centralized model, lack standardization issues between BIM FM limit full exploitation its advantages. This study aims develop solution that integrates FM, using open standards like IFC mitigate ensure continuous updates models throughout commissioning phases. The proposal provide facilities team with model containing minimum necessary reliable common for start operations. methodology adopted is based on Design Science Research (DSR) includes development an artefact composed four components: (1) compendium requirements various assets, (2) web platform this information, (3) Representational State Transfer API (Application Programming Interface) ensures different systems, (4) add-on Blender system, utilizing Bonsai (previously known as BlenderBIM) modeler, which guarantees bidirectional models, ensuring verification updating. results show proposed artifacts are effective in mitigating difficulties, centralizing critical continuously verifying data. use promoted greater flexibility standardization, resulting more efficient integrated management. offered practical sustainable approach industry, significantly contributing improvement operational processes lifecycle decoupling limitations imposed proprietary software.

Language: Английский

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Enhancing Strategic Decision-Making in Asset Management Through BIM-Enabled Asset Information Modelling (AIM) for Public Buildings in Ethiopia: A Fuzzy-AHP Analysis

Heliyon, Journal Year: 2024, Volume and Issue: 10(23), P. e40824 - e40824

Published: Nov. 29, 2024

Language: Английский

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