Analysis of building information modeling (BIM) performance using big data from a construction project için kapak resmi
Analysis of building information modeling (BIM) performance using big data from a construction project
Başlık:
Analysis of building information modeling (BIM) performance using big data from a construction project
Yazar:
Bostan, Berkay Batuhan, author.
Fiziksel Tanımlama:
xi, 114 leaves: charts;+ 1 computer laser optical disc.
Özet:
This study aims to propose a systematical approach for evaluating BIM performance from a main contractor’s perspective based on big data from a construction project. Retrospective case study is used as the research approach. Data is collected through interviews with the main contractor firm, and data from the logged project information in project databases including ACONEX and Microsoft Excel files. A framework containing performance metrics, specifically tailored to evaluate BIM performance based on big data, is developed from the combined analysis of literature review, interviews with main contractor, and overview of the project data. Collected project data and interview data are analyzed using the developed framework. Results of the data analysis are verified through follow-up interviews with the main contractor firm. Findings of the study suggest that it is possible to evaluate the BIM performance through analysis of collected BIM big data using the proposed systematical approach. Several performance problems were identified during the data analysis. Follow-up interviews revealed that identified performance problems from the data analysis largely coincided with the real-life experiences and accurate data entry is the key criterion for the analysis to yield correct results. The proposed framework should be tested in wider range of studies and may serve as a foundation for a future benchmarking system. Future work should focus on refining performance metrics, establishing a BIM big data database for benchmarking, exploring data’s potential to be used for real-time performance assessment, and implementation of emerging Artificial Intelligence (AI) techniques for the analysis of big data. Keywords: BIM; BIM Performance; Big Data; Construction Project Performance
Yazar Ek Girişi:
Tek Biçim Eser Adı:
Thesis (Master)--İzmir Institute of Technology:Architecture.

İzmir Institute of Technology:Architecture --Thesis (Master).
Elektronik Erişim:
Access to Electronic Versiyon.
Ayırtma: Copies: