Building automation systems for energy and comfort management in green buildings: A critical review and future directions
Green building (GB) strategies are essential for mitigating energy wastage in the building
sector, which accounts for nearly 40% of global energy consumption. However, due to the …
sector, which accounts for nearly 40% of global energy consumption. However, due to the …
[HTML][HTML] Application of deep learning in facility management and maintenance for heating, ventilation, and air conditioning
Despite the promising results of deep learning research, construction industry applications
are still limited. Facility Management (FM) in construction has yet to take full advantage of …
are still limited. Facility Management (FM) in construction has yet to take full advantage of …
Comparing natural language processing (NLP) applications in construction and computer science using preferred reporting items for systematic reviews (PRISMA)
Despite the increasing use of natural language processing (NLP) in the construction
domain, no systematic comparison has been conducted between NLP applications in …
domain, no systematic comparison has been conducted between NLP applications in …
[HTML][HTML] Building digital twinning: Data, information, and models
S Yoon - Journal of Building Engineering, 2023 - Elsevier
This study proposes a novel framework and methodology for building digital twinning (BDT)
over the life cycle of a building. It aims to establish an intrinsic digital twin framework and …
over the life cycle of a building. It aims to establish an intrinsic digital twin framework and …
Artificial neural networks for sustainable development of the construction industry
Artificial Neural Networks (ANNs), the most popular and widely used Artificial Intelligence
(AI) technology due to their proven accuracy and efficiency in control, estimation …
(AI) technology due to their proven accuracy and efficiency in control, estimation …
Digital Twin of HVAC system (HVACDT) for multiobjective optimization of energy consumption and thermal comfort based on BIM framework with ANN-MOGA
This study proposes a novel Digital Twin framework of heating, ventilation, and air
conditioning (HVACDT) system to reduce energy consumption while increasing thermal …
conditioning (HVACDT) system to reduce energy consumption while increasing thermal …
In situ modeling methodologies in building operation: A review
S Yoon - Building and Environment, 2023 - Elsevier
The building information and operational data generated during the building life cycle are
essential for realizing energy-efficient operation, indoor environmental quality, and …
essential for realizing energy-efficient operation, indoor environmental quality, and …
Machine learning framework for the sustainable maintenance of building facilities
The importance of sustainable building maintenance is growing as part of the Sustainable
Building concept. The integration and implementation of new technologies such as the …
Building concept. The integration and implementation of new technologies such as the …
An information management model for addressing residents' complaints through artificial intelligence techniques
J Bazzan, ME Echeveste, CT Formoso, B Altenbernd… - Buildings, 2023 - mdpi.com
Construction companies usually record customer complaints as unstructured texts, resulting
in unsuitable information to understand defect occurrences. Moreover, complaint databases …
in unsuitable information to understand defect occurrences. Moreover, complaint databases …
A framework for a multi-source, data-driven building energy management toolkit
Poor building energy performance often arises from suboptimal operations such as
inappropriate control sequences or hard faults in heating, ventilation, and air-conditioning …
inappropriate control sequences or hard faults in heating, ventilation, and air-conditioning …