BIM-based Data Mining Method considering Data Integration and Function Extension
Sign Up to like & getrecommendations! Published in 2018 at "KSCE Journal of Civil Engineering"
DOI: 10.1007/s12205-017-0561-6
Abstract: The rising demand for sustainable smart buildings is increasing the need to come up with an effective decision-making method for building energy usage management. Simulating energy usage data through advanced technologies like Building Information Modeling… read more here.
Keywords: data mining; energy; bim based; method ... See more keywords
BIM-based approach for the cost-optimization of seismic retrofit strategies on existing buildings
Sign Up to like & getrecommendations! Published in 2019 at "Automation in Construction"
DOI: 10.1016/j.autcon.2018.10.023
Abstract: Abstract Building Information Modelling (BIM) is a digital representation of the physical and functional characteristics of a facility and is used to manage an entire construction process (design, construction and management across the entire lifecycle).… read more here.
Keywords: seismic retrofit; bim based; approach; cost ... See more keywords
BIM-based benchmarking for healthcare construction projects
Sign Up to like & getrecommendations! Published in 2020 at "Automation in Construction"
DOI: 10.1016/j.autcon.2020.103347
Abstract: Abstract In the healthcare industry, the BIM-based benchmarking approach was identified as an alternative method to improve the current laborious and error-prone benchmarking practice by reducing manual inputs required for data collection and entry. However,… read more here.
Keywords: construction; benchmarking data; bim based; based benchmarking ... See more keywords
A hybrid data mining approach on BIM-based building operation and maintenance
Sign Up to like & getrecommendations! Published in 2017 at "Building and Environment"
DOI: 10.1016/j.buildenv.2017.09.030
Abstract: Abstract Huge amounts of data are generated daily during the operation and maintenance (O&M) phase of buildings. These accumulated data have the potential to provide deep information that can help improve facility management. Building Information… read more here.
Keywords: data mining; operation maintenance; maintenance; bim based ... See more keywords
An Integrated BIM-based framework for the optimization of the trade-off between embodied and operational energy
Sign Up to like & getrecommendations! Published in 2018 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2017.11.017
Abstract: Design choices with a unilateral focus on the reduction of operational energy for developing energy-efficient and near-zero energy building practices can increase the impact of the embodied energy, ... read more here.
Keywords: based framework; energy; bim based; integrated bim ... See more keywords
A hybrid BIM and BN-based model to improve the resiliency of hospitals' utility systems in disasters
Sign Up to like & getrecommendations! Published in 2021 at "International journal of disaster risk reduction"
DOI: 10.1016/j.ijdrr.2021.102176
Abstract: Abstract The growing number of disasters in recent years has become a significant threat to hospital buildings' resilience and preparedness. Besides, the stochastic nature of these disasters and the complexity of the hospital building systems… read more here.
Keywords: hybrid bim; bim based; model; based model ... See more keywords
BIM-based green building evaluation and optimization: A case study
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2021.128824
Abstract: Abstract Green building has drawn worldwide attention due to the adverse impact of construction on the environment. This research presents a Building Information Modeling (BIM) based evaluation system for the performance assessment of green buildings.… read more here.
Keywords: green building; evaluation; performance; building evaluation ... See more keywords
Large language models driven BIM-based DfMA method for free-form prefabricated buildings: framework and a usefulness case study
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Asian Architecture and Building Engineering"
DOI: 10.1080/13467581.2024.2329351
Abstract: ABSTRACT The escalating demand for free-form buildings presents a formidable technological hurdle in the realm of prefabrication manufacturing and assembly. This research draws inspiration from recent advancements in large language models (LLMs) and seeks to… read more here.
Keywords: framework; dfma method; language; based dfma ... See more keywords
BIM-based cost optimization through optimum analytic for clash root cause detection in hospital building facilities management
Sign Up to like & getrecommendations! Published in 2025 at "Facilities"
DOI: 10.1108/f-11-2024-0153
Abstract: This research aims to discuss the impact of using building information modeling (BIM) to manage and completely eliminate structural and facility interferences in a public building project. It also examines the resulting reduction in material… read more here.
Keywords: building; structural facility; bim based; cost ... See more keywords
BIM-based multi-objective optimization framework for volumetric analysis of building projects
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Engineering, Design and Technology"
DOI: 10.1108/jedt-07-2023-0309
Abstract: Purpose The purpose of this paper is to develop a building information modelling (BIM)-based multi-objective optimization (MOO) framework for volumetric analysis of buildings during early design stages. The objective is to optimize volumetric spaces (3D)… read more here.
Keywords: multi objective; based multi; framework; building ... See more keywords
BIM-based model for quantifying the design change time ripple effect
Sign Up to like & getrecommendations! Published in 2017 at "Canadian Journal of Civil Engineering"
DOI: 10.1139/cjce-2016-0413
Abstract: Design changes by owners are common to many construction projects and can cause severe delays if owners do not consider that a change in one part of the project may cause a series of changes… read more here.
Keywords: bim based; ripple effect; effect; design changes ... See more keywords