A Spatial-Context-Based Approach for Automated Spatial Change Analysis of Piece-Wise Linear Building Elements

Pingbo Tang, Gaoyun Chen, Zhenglai Shen, Ram Ganapathy

Research output: Contribution to journalArticle

7 Citations (Scopus)

Abstract

Changes of designs and construction plans often cause propagative design modifications, tedious construction coordination, cascading effects of errors, reworks, and delays in project management. Among various building elements, those having piece-wise linear geometries (i.e., connected straight line segments), such as connected straight sections of ducts in mechanical, electrical, and plumbing systems, frequently undergo spatial changes in response to the changes of their surroundings. On the other hand, the piece-wise linear geometries pose challenges to analyzing and controlling changes in construction and facility management. State-of-the-art 3D change detection algorithms often face ambiguities about which points belong to which objects when piece-wise linear object are spacked in small spaces. This article examines a spatial-context-based framework that uses spatial relationships between piece-wise linear building elements (ducts in this article) to enable fast and reliable association of 3D data with ducts in as-designed models for supporting reliable change analysis. Three case studies showed that this framework outperformed a conventional change detection method, and could handle large dislocations of piece-wise linear elements and occlusions.

Original languageEnglish (US)
Pages (from-to)65-80
Number of pages16
JournalComputer-Aided Civil and Infrastructure Engineering
Volume31
Issue number1
DOIs
StatePublished - Jan 1 2016

Fingerprint

Ducts
Plumbing
Geometry
Project management

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Computer Science Applications
  • Computational Theory and Mathematics
  • Computer Graphics and Computer-Aided Design

Cite this

A Spatial-Context-Based Approach for Automated Spatial Change Analysis of Piece-Wise Linear Building Elements. / Tang, Pingbo; Chen, Gaoyun; Shen, Zhenglai; Ganapathy, Ram.

In: Computer-Aided Civil and Infrastructure Engineering, Vol. 31, No. 1, 01.01.2016, p. 65-80.

Research output: Contribution to journalArticle

@article{02fce390cc36478e80ef8c5d67712f9c,
title = "A Spatial-Context-Based Approach for Automated Spatial Change Analysis of Piece-Wise Linear Building Elements",
abstract = "Changes of designs and construction plans often cause propagative design modifications, tedious construction coordination, cascading effects of errors, reworks, and delays in project management. Among various building elements, those having piece-wise linear geometries (i.e., connected straight line segments), such as connected straight sections of ducts in mechanical, electrical, and plumbing systems, frequently undergo spatial changes in response to the changes of their surroundings. On the other hand, the piece-wise linear geometries pose challenges to analyzing and controlling changes in construction and facility management. State-of-the-art 3D change detection algorithms often face ambiguities about which points belong to which objects when piece-wise linear object are spacked in small spaces. This article examines a spatial-context-based framework that uses spatial relationships between piece-wise linear building elements (ducts in this article) to enable fast and reliable association of 3D data with ducts in as-designed models for supporting reliable change analysis. Three case studies showed that this framework outperformed a conventional change detection method, and could handle large dislocations of piece-wise linear elements and occlusions.",
author = "Pingbo Tang and Gaoyun Chen and Zhenglai Shen and Ram Ganapathy",
year = "2016",
month = "1",
day = "1",
doi = "10.1111/mice.12174",
language = "English (US)",
volume = "31",
pages = "65--80",
journal = "Computer-Aided Civil and Infrastructure Engineering",
issn = "1093-9687",
publisher = "Wiley-Blackwell",
number = "1",

}

TY - JOUR

T1 - A Spatial-Context-Based Approach for Automated Spatial Change Analysis of Piece-Wise Linear Building Elements

AU - Tang, Pingbo

AU - Chen, Gaoyun

AU - Shen, Zhenglai

AU - Ganapathy, Ram

PY - 2016/1/1

Y1 - 2016/1/1

N2 - Changes of designs and construction plans often cause propagative design modifications, tedious construction coordination, cascading effects of errors, reworks, and delays in project management. Among various building elements, those having piece-wise linear geometries (i.e., connected straight line segments), such as connected straight sections of ducts in mechanical, electrical, and plumbing systems, frequently undergo spatial changes in response to the changes of their surroundings. On the other hand, the piece-wise linear geometries pose challenges to analyzing and controlling changes in construction and facility management. State-of-the-art 3D change detection algorithms often face ambiguities about which points belong to which objects when piece-wise linear object are spacked in small spaces. This article examines a spatial-context-based framework that uses spatial relationships between piece-wise linear building elements (ducts in this article) to enable fast and reliable association of 3D data with ducts in as-designed models for supporting reliable change analysis. Three case studies showed that this framework outperformed a conventional change detection method, and could handle large dislocations of piece-wise linear elements and occlusions.

AB - Changes of designs and construction plans often cause propagative design modifications, tedious construction coordination, cascading effects of errors, reworks, and delays in project management. Among various building elements, those having piece-wise linear geometries (i.e., connected straight line segments), such as connected straight sections of ducts in mechanical, electrical, and plumbing systems, frequently undergo spatial changes in response to the changes of their surroundings. On the other hand, the piece-wise linear geometries pose challenges to analyzing and controlling changes in construction and facility management. State-of-the-art 3D change detection algorithms often face ambiguities about which points belong to which objects when piece-wise linear object are spacked in small spaces. This article examines a spatial-context-based framework that uses spatial relationships between piece-wise linear building elements (ducts in this article) to enable fast and reliable association of 3D data with ducts in as-designed models for supporting reliable change analysis. Three case studies showed that this framework outperformed a conventional change detection method, and could handle large dislocations of piece-wise linear elements and occlusions.

UR - http://www.scopus.com/inward/record.url?scp=84955178163&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84955178163&partnerID=8YFLogxK

U2 - 10.1111/mice.12174

DO - 10.1111/mice.12174

M3 - Article

VL - 31

SP - 65

EP - 80

JO - Computer-Aided Civil and Infrastructure Engineering

JF - Computer-Aided Civil and Infrastructure Engineering

SN - 1093-9687

IS - 1

ER -