Computational BIM and Intelligent Operations

Formal analysis and validation of Levels of Geometry (LOG) in building information models

J. Abualdenien, A. Borrmann

Published 2020

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📄 Paper
Construction projects are multidisciplinary and contractual. The collaboration among the project participants and the quality of the exchanged building information throughout the project lifecycle are prescribed in legal agreements. The Level of Development (LOD) concept is widely used for describing the building elements’ maturity. Detailing models to a certain LOD is crucial for integrating the partial models as well as consumes additional time and costs. Every LOD comprises requirements for both Level of Geometry (LOG) and Level of Information (LOI). Thus far, the validation of LOD is limited to the LOI, whereas, checking the quality of the LOG is a complex and unsolved task. This paper proposes a framework for validating the LOG of building elements. In more detail, a LOG dataset is modelled, and then a formal metric is defined based on an extracted set of geometric features. Finally, a random forest model is developed for predicting the LOG.

Abstract

Construction projects are multidisciplinary and contractual. The collaboration among the project participants and the quality of the exchanged building information throughout the project lifecycle are prescribed in legal agreements. The Level of Development (LOD) concept is widely used for describing the building elements’ maturity. Detailing models to a certain LOD is crucial for integrating the partial models as well as consumes additional time and costs. Every LOD comprises requirements for both Level of Geometry (LOG) and Level of Information (LOI). Thus far, the validation of LOD is limited to the LOI, whereas, checking the quality of the LOG is a complex and unsolved task. This paper proposes a framework for validating the LOG of building elements. In more detail, a LOG dataset is modelled, and then a formal metric is defined based on an extracted set of geometric features. Finally, a random forest model is developed for predicting the LOG.

Topics

BIMBIM validationQA/QC in BIMQuality Control and Validationautomated compliance checkingclash detectiondata qualitygeometric validationmodel checking

Cite this paper

@misc{8a0bd8c4,
  title={Formal analysis and validation of Levels of Geometry (LOG) in building information models},
  author={Jimmy Abualdenien and Andr{\'e} Borrmann},
  year={2020},
  url={https://api.semanticscholar.org/CorpusID:220493703}
}