Workforce location tracking to model, visualize and analyze workspace requirements in building information models for construction safety planning

Abstract Safety as well as productivity performance in construction is often poor due to congested site conditions. We lack a formalized approach in effective activity-level construction planning to avoid workspace congestion. The purpose of this research is to investigate and prototype a new Building Information Modeling (BIM) enabled approach for activity-level construction site planning that can pro-actively improve construction safety. The presented method establishes automated workspace visualization in BIM, using remote sensing and workspace modeling technologies as an integral part of construction safety planning. Global Positioning System (GPS) data loggers were attached to the hardhats of a work crew constructing cast-in-place concrete columns. Novel algorithms were developed for extracting activity-specific workspace parameters from the recorded workforce location tracking data. Workspaces were finally visualized on a BIM platform for detecting potential workspace conflicts among the other competing work crews or between material lifting equipment. The developed method can support project stakeholders, such as engineers, planners, construction managers, foremen and site supervisors and workers with the identification and visualization of the required or potentially congested workspaces. Therefore, it improves the foundation on how decisions are made related to construction site safety as well as its potential impact on a productive and unobstructed work environment.

[1]  Jochen Teizer,et al.  Ontology-Based Semantic Modeling of Safety Management Knowledge , 2014 .

[2]  Jonghoon Kim,et al.  Quantitative analysis of workflow, temporary structure usage, and productivity using 4D models , 2008 .

[3]  Charles M. Eastman,et al.  BIM-based fall hazard identification and prevention in construction safety planning , 2015 .

[4]  Xing Su,et al.  Life Cycle Approach to Construction Workspace Modeling and Planning , 2014 .

[5]  Tao Cheng,et al.  Data Fusion of Real-Time Location Sensing and Physiological Status Monitoring for Ergonomics Analysis of Construction Workers , 2013, J. Comput. Civ. Eng..

[6]  Jochen Teizer,et al.  Mobile 3D mapping for surveying earthwork projects using an Unmanned Aerial Vehicle (UAV) system , 2014 .

[7]  Martin Fischer,et al.  Automated Generation of Work Spaces Required by Construction Activities , 2002 .

[8]  Rafael Sacks,et al.  ‘CHASTE’: construction hazard assessment with spatial and temporal exposure , 2009 .

[9]  Mohammed E. Haque,et al.  Time-Space-Activity Conflict Detection Using 4D Visualization in Multi-storied Construction Project , 2009, IVIC.

[10]  Chan-Sik Park,et al.  A framework for construction safety management and visualization system , 2013 .

[11]  Nashwan Dawood,et al.  Construction workspace management within an Industry Foundation Class-Compliant 4D tool , 2015 .

[12]  Tao Cheng,et al.  Automated task-level activity analysis through fusion of real time location sensors and worker's tho , 2013 .

[13]  Aviad Shapira,et al.  Measurement and Risk Scales of Crane-Related Safety Factors on Construction Sites , 2009 .

[14]  Rafael Sacks,et al.  Construction Job Safety Analysis , 2010 .

[15]  Charles M. Eastman,et al.  Building Information Modeling (BIM) and Safety: Automatic Safety Checking of Construction Models and Schedules , 2013 .

[16]  Patricio A. Vela,et al.  Automated Trajectory and Path Planning Analysis Based on Ultra Wideband Data , 2012, J. Comput. Civ. Eng..

[17]  Zeljko M. Durovic,et al.  Robust estimation with unknown noise statistics , 1999, IEEE Trans. Autom. Control..

[18]  Frédéric Bosché,et al.  Towards a Cyber-Physical Gaming System for Training in the Construction and Engineering Industry , 2014 .

[19]  John A. Gambatese,et al.  Activity-Based Safety Risk Quantification for Concrete Formwork Construction , 2009 .

[20]  Jochen Teizer,et al.  Cell-based construction site simulation model for earthmoving operations using real-time equipment location data , 2015 .

[21]  Jochen Teizer,et al.  Ontology-based semantic modeling of construction safety knowledge: Towards automated safety planning for job hazard analysis (JHA) , 2015 .

[22]  Khaled A El-Rayes,et al.  Performance of global optimization models for dynamic site layout planning of construction projects , 2013 .

[23]  Zhongke Shi,et al.  Vision-Based Tower Crane Tracking for Understanding Construction Activity , 2014, J. Comput. Civ. Eng..

[24]  Hyunsoo Kim,et al.  Framework for Work-Space Planning Using Four-Dimensional BIM in Construction Projects , 2014 .

[25]  Jochen Teizer Wearable, wireless identification sensing platform: Self-Monitoring Alert and Reporting Technology for Hazard Avoidance and Training (SmartHat) , 2015, J. Inf. Technol. Constr..

[26]  Carlos H. Caldas,et al.  Real-Time 3D Modeling for Accelerated and Safer Construction Using Emerging Technology , 2005 .

[27]  Nashwan Dawood,et al.  Development of workspace conflict visualization system using 4D object of work schedule , 2014, Adv. Eng. Informatics.

[28]  Reza Maalek,et al.  Accuracy assessment of Ultra-Wide Band technology in tracking static resources in indoor construction scenarios , 2013 .

[29]  Kamel S. Saidi,et al.  Static and dynamic performance evaluation of a commercially-available ultra wideband tracking system , 2011 .

[30]  Markus König,et al.  Modeling and simulating spatial requirements of construction activities , 2013, 2013 Winter Simulations Conference (WSC).

[31]  Jochen Teizer,et al.  Automatic spatio-temporal analysis of construction site equipment operations using GPS data , 2013 .

[32]  Jochen Teizer,et al.  Rapid Automated Monitoring of Construction Site Activities Using Ultra-Wide Band , 2007 .

[33]  Hyeon-Seung Kim,et al.  Development of a schedule-workspace interference management system simultaneously considering the overlap level of parallel schedules and workspaces , 2014 .

[34]  Jimmie Hinze,et al.  Autonomous pro-active real-time construction worker and equipment operator proximity safety alert system , 2010 .

[35]  Burcu Akinci,et al.  Formalization and Automation of Time-Space Conflict Analysis , 2002 .

[36]  Paul M. Goodrum,et al.  Assessing the impact of materials tracking technologies on construction craft productivity , 2009 .

[37]  Carlos H. Caldas,et al.  Real-Time Three-Dimensional Occupancy Grid Modeling for the Detection and Tracking of Construction Resources , 2007 .

[38]  Yvan J. Beliveau,et al.  Modeling Work Space to Schedule Repetitive Floors in Multistory Buildings , 1994 .

[39]  Tao Cheng,et al.  Real-time resource location data collection and visualization technology for construction safety and activity monitoring applications , 2013 .

[40]  Burcu Akinci,et al.  Representing Work Spaces Generically in Construction Method Models , 2002 .

[41]  Zhen-Zhong Hu,et al.  BIM- and 4D-based integrated solution of analysis and management for conflicts and structural safety problems during construction: 1. Principles and methodologies , 2011 .

[42]  David R. Riley,et al.  Space Planning Method for Multistory Building Construction , 1997 .

[43]  Jochen Teizer,et al.  An information fusion approach for filtering GNSS data sets collected during construction operations , 2014, Adv. Eng. Informatics.

[44]  Rapıp Akbas,et al.  Geometry-based modeling and simulation of construction processes , 2003 .

[45]  Jochen Teizer,et al.  A case study on automated safety compliance checking to assist fall protection design and planning in building information models , 2013 .

[46]  Jochen Teizer,et al.  Visibility-related fatalities related to construction equipment , 2011 .

[47]  David R. Riley,et al.  Patterns of Construction-Space Use in Multistory Buildings , 1995 .

[48]  Jochen Teizer,et al.  Status quo and open challenges in vision-based sensing and tracking of temporary resources on infrastructure construction sites , 2015, Adv. Eng. Informatics.

[49]  Patricio A. Vela,et al.  Performance evaluation of ultra wideband technology for construction resource location tracking in harsh environments , 2011 .

[50]  Nashwan Dawood,et al.  Construction Workspace Planning: Assignment and Analysis Utilizing 4D Visualization Technologies , 2006, Comput. Aided Civ. Infrastructure Eng..

[51]  Jeffrey S. Bohn,et al.  Construction Project Monitoring Using High-Resolution Automated Cameras , 2010 .