Visualization environment for reviewing and experimenting with compaction equipment trajectories in context

Display Omitted Visualization Environments (VEs) usually aim either to review or simulate processes.Uniting both functionalities can support studying equipment trajectories in context.We suggest how to unite them within a VE for analyzing compaction processes.We developed an illustrative VE in consultation with asphalt paving professionals.Test results indicate that actual and demonstrated trajectories are commensurable. Visualization Environments (VEs) can assist construction professionals in studying intricate interrelations between construction equipment trajectories and their context. Such VEs typically support them in either reviewing earlier conducted work or experimenting with possible alternatives. In the first case, VEs represent equipment trajectories and their actual context sensed during actual construction processes. Trying out alternative trajectories in such VEs is problematic. In the second case, environments support experimenting with alternative equipment trajectories within an a priori defined context, but demand significant modeling efforts to reconstruct real-world projects. Although combining both functionalities within a singular VE will enable obtaining benefits pertinent to each of the visualization environments classes, such attempts were not made earlier. To overcome this gap, this study proposes a method for developing interactive simulation visualization environments suitable for both reviewing conducted and experimenting with alternative equipment trajectories. The suggested method concentrates on compaction operations and comprises two steps: (1) application of a "context-actions-trajectory-impact" framework to structure interrelations between compaction equipment trajectories and their context; and (2) operationalization of an organization scheme to devise a specialized VE with the desired functionality. To evaluate the applicability of the proposed method we applied it for the case of the asphalt compaction process. We developed a specialized visualization environment in consultation with asphalt paving professionals. Two test sessions with a paving specialist and two professional roller operators were conducted with the developed VE. The results from the sessions show that the environment developed according to the method offers the envisioned functionality. As illustrated by the test results, original and demonstrated equipment trajectories are commensurable and able to provide meaningful insights into compaction operations.

[1]  Timo Hartmann,et al.  Multi-user interactive visualization of asphalt paving operations , 2012 .

[2]  Charles S Hughes Compaction of Asphalt Pavement , 1989 .

[3]  Alexandr Vasenev,et al.  A distributed data collection and management framework for tracking construction operations , 2014, Adv. Eng. Informatics.

[4]  Manu Venugopal,et al.  Analyzing the Travel Patterns of Construction Workers , 2008 .

[5]  Anind K. Dey,et al.  Understanding and Using Context , 2001, Personal and Ubiquitous Computing.

[6]  Dimitris Mourtzis,et al.  Simulation in Manufacturing: Review and Challenges , 2014 .

[7]  Amir H. Behzadan,et al.  Construction equipment activity recognition for simulation input modeling using mobile sensors and machine learning classifiers , 2015, Adv. Eng. Informatics.

[8]  Eddy M. Rojas,et al.  A pilot study of a 3D game environment for construction safety education , 2011, J. Inf. Technol. Constr..

[9]  Tao Cheng,et al.  Location tracking and data visualization technology to advance construction ironworkers' education and training in safety and productivity , 2013 .

[10]  Nashwan Dawood,et al.  Development of methodology and virtual system for optimised simulation of road design data , 2010 .

[11]  Roger J. Calantone,et al.  Tacit knowledge transfer and firm innovation capability , 2003 .

[12]  Gerhard Fischer,et al.  Knowledge Management: Problems, Promises, Realities, and Challenges , 2001, IEEE Intell. Syst..

[13]  Seirgei Rosario Miller,et al.  Hot mix asphalt construction: towards a more professional approach , 2010 .

[14]  Tassos A. Mikropoulos,et al.  Educational virtual environments: A ten-year review of empirical research (1999-2009) , 2011, Comput. Educ..

[15]  Hui-Ping Tserng,et al.  An Operations Planning System for Asphalt Pavement Compaction , 1996 .

[16]  Jay Yang,et al.  Virtual prototyping for planning bridge construction , 2012 .

[17]  Ning Gu,et al.  Interactive Graphical Representation for Collaborative 3D Virtual Worlds , 2010, Comput. Aided Civ. Infrastructure Eng..

[18]  Mohd Shahir Liew,et al.  Criteria for the selection of sustainable onsite construction equipment , 2014 .

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

[20]  Saad H.S. Al-Jibouri,et al.  Using 4D CAD to visualize the impacts of highway construction on the public , 2013 .

[21]  Aviad Shapira,et al.  VR-based planning of construction site activities , 1999 .

[22]  Timo Hartmann,et al.  Measuring and visualizing hot mix asphalt concrete paving operations , 2011 .

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

[24]  Ruth E. Falconer,et al.  INTERACTIVE VISUALISATION TO SUPPORT SUSTAINABILITY ASSESSMENT IN LAND USE SCENARIO PLANNING , 2013 .

[25]  Nashwan Dawood,et al.  VR-roadmap: a vision for 2030 in the built environment , 2009, J. Inf. Technol. Constr..

[26]  Douglas Ray Asfahl,et al.  Construction Equipment Management for Engineers, Estimators, and Owners , 2006 .

[27]  Cecilia R. Aragon,et al.  Improving aviation safety with information visualization: a flight simulation study , 2005, CHI.

[28]  Claire Knight Visualisation for Program Comprehension: Information and Issues , 2002 .

[29]  Timo Hartmann,et al.  Implementing information systems with project teams using ethnographic-action research , 2009, Adv. Eng. Informatics.

[30]  Frank Bijleveld,et al.  Method-based learning: a case in the asphalt construction industry , 2013 .

[31]  Eric Marks,et al.  A Framework for Developing an As-built Virtual Environment to Advance Training of Crane Operators , 2014 .

[32]  Andrew N. Baldwin,et al.  A virtual prototyping system for simulating construction processes , 2007 .

[33]  Cecilie Våpenstad,et al.  Procedural virtual reality simulation in minimally invasive surgery , 2013, Surgical Endoscopy.

[34]  Amin Hammad,et al.  Dynamic equipment workspace generation for improving earthwork safety using real-time location system , 2015, Adv. Eng. Informatics.

[35]  Nashwan Dawood,et al.  AN INNOVATIVE APPROACH TO INTEGRATE H&S ISSUES IN THE CONSTRUCTION PROJECT PLANNING USING SERIOUS GAME ENGINE TECHNOLOGIES , 2010 .

[36]  Shih-Chung Jessy Kang,et al.  Using game engines for physical - based simulations - a forklift , 2011, J. Inf. Technol. Constr..

[37]  Wolfgang Kuehn,et al.  Digital Factory - Simulation Enhancing the Product and Production Engineering Process , 2006, Proceedings of the 2006 Winter Simulation Conference.

[38]  Carol C. Menassa,et al.  Enabling real time simulation of architecture, engineering, construction, and facility management (AEC/FM) systems: a review of formalism, model architecture, and data representation , 2015, J. Inf. Technol. Constr..

[39]  Thomas Olofsson,et al.  Credibility and applicability of virtual reality models in design and construction , 2008, Adv. Eng. Informatics.

[40]  Martin Skitmore,et al.  The use of virtual prototyping to rehearse the sequence of construction work involving mobile cranes , 2012 .

[41]  Geertje Bekebrede,et al.  Experiencing Complexity: A gaming approach for understanding infrastructure systems , 2010 .

[42]  Tomás Echaveguren,et al.  Exploring the environmental modeling of road construction operations using discrete-event simulation , 2012 .

[43]  Uwe V. Riss,et al.  Knowledge, Action, and Context: Impact on Knowledge Management , 2005, Wissensmanagement.

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

[45]  Timo Hartmann,et al.  Employing a virtual reality tool to explicate tacit knowledge of machine operations , 2013 .

[46]  Amir H. Behzadan,et al.  Knowledge-Based Simulation Modeling of Construction Fleet Operations Using Multimodal-Process Data Mining , 2013 .

[47]  Jeremy Dick,et al.  Requirements Engineering , 2002, Springer International Publishing.

[48]  Amin Hammad,et al.  Risk-based look-ahead workspace generation for earthwork equipment using near real-time simulation , 2015 .

[49]  Henderikus Lodewikus ter Huerne,et al.  Compaction of asphalt road pavements : using finite elements and critical state theory , 2004 .

[50]  Julio C. Martinez,et al.  Visualizing Simulated Construction Operations in 3D , 2001 .

[51]  Luis M. Matey,et al.  Modeling of Shotcrete Application for Use in a Real-Time Training Simulator , 2013, Comput. Aided Civ. Infrastructure Eng..

[52]  Mustafa Alshawi,et al.  Construction industry offsite production: A virtual reality interactive training environment prototype , 2012, Adv. Eng. Informatics.

[53]  Sesh Commuri,et al.  A novel neural network-based asphalt compaction analyzer , 2008 .

[54]  Amir H. Behzadan,et al.  An integrated data collection and analysis framework for remote monitoring and planning of construction operations , 2012, Adv. Eng. Informatics.

[55]  Frank Bijleveld,et al.  Real-time and post processing of GPS data in the field of visualizing asphalt paving operations , 2011 .

[56]  Roel Wieringa,et al.  Design Science Methodology for Information Systems and Software Engineering , 2014, Springer Berlin Heidelberg.

[57]  Carlos Balaguer,et al.  Trends in Robotics and Automation in Construction , 2008 .

[58]  Patrick Charpentier,et al.  Generation of an adaptive simulation driven by product trajectories , 2012, J. Intell. Manuf..

[59]  Frank Bijleveld,et al.  A real-time system for prediction cooling within the asphalt layer to support rolling operations , 2012 .

[60]  Julio C. Martinez,et al.  Runtime User Interaction in Concurrent Simulation-Animations of Construction Operations , 2009 .

[61]  Constantin Chassapis,et al.  A Framework for Developing Collaborative Training Environments for As- sembling , 2013 .

[62]  Samir Guglani Knowledge , 2016, The Lancet.