System identification;
Model falsification;
Construction progress monitoring;
Heuristics;
Wireless sensor network;
MODELS;
UNCERTAINTIES;
RECOGNITION;
VALIDATION;
SIMULATION;
D O I:
10.1016/j.autcon.2016.12.006
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
This paper presents amethodology to use structural responses to monitor the progress of construction processes. The methodology was implemented on a launching girder used for viaduct construction of a metro rail project. A strain-based wireless sensor network was used for data acquisition. Structural responses from the launching girder were used to identify the state of construction. A conventional System Identification Methodology was tested for this application but was not accurate in inferring the stage of construction. Therefore a modified system identification strategy using derived features and heuristics was used to infer the state of construction. The modified methodology was found to be significantly more accurate than the conventional methodology and is well suited for applications in unstructured construction environments. Results from the case study confirm that the use of structural responses is feasible for measuring the progress of construction activities. (C) 2016 ElseVier B.V. All rights reserved.
机构:
VA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Univ Pittsburgh, Dept Phys Med & Rehabil, Pittsburgh, PA 15206 USAVA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Hiremath, Shivayogi V.
Intille, Stephen S.
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机构:
Northeastern Univ, Coll Comp & Informat Sci, Boston, MA 02115 USA
Northeastern Univ, Dept Hlth Sci, Boston, MA 02115 USAVA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Intille, Stephen S.
Kelleher, Annmarie
论文数: 0引用数: 0
h-index: 0
机构:
VA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Univ Pittsburgh, Dept Rehabil Sci & Technol, Pittsburgh, PA 15206 USAVA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Kelleher, Annmarie
Cooper, Rory A.
论文数: 0引用数: 0
h-index: 0
机构:
VA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Univ Pittsburgh, Dept Rehabil Sci & Technol, Pittsburgh, PA 15206 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15206 USAVA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Cooper, Rory A.
Ding, Dan
论文数: 0引用数: 0
h-index: 0
机构:
VA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
Univ Pittsburgh, Dept Rehabil Sci & Technol, Pittsburgh, PA 15206 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15206 USAVA Pittsburgh Healthcare Syst, Human Engn Res Labs, Dept Vet Affairs, Pittsburgh, PA USA
机构:
Seoul Natl Univ, Inst Adv Aerosp Technol, Dept Aerosp Engn, Seoul 151742, South KoreaSeoul Natl Univ, Inst Adv Aerosp Technol, Dept Aerosp Engn, Seoul 151742, South Korea
Kim, Y
Hyung, S
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机构:Seoul Natl Univ, Inst Adv Aerosp Technol, Dept Aerosp Engn, Seoul 151742, South Korea
Hyung, S
Suk, J
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机构:Seoul Natl Univ, Inst Adv Aerosp Technol, Dept Aerosp Engn, Seoul 151742, South Korea