TRB Publications (November – December, 2021)

The following is a list of research published by the Transportation Research Board (TRB) between November 1, 2021 and December 31, 2021. Current articles from the TRB may be accessed here. 






Database Design and Integration Framework for Risk Management for State Highway Agencies

Analyzing Travel Time Reliability from Sparse Probe Vehicle Data: A Case Study on the Effects of Spatial and Temporal Aggregation

Effectiveness of Training Sample and Features for Random Forest on Road Extraction from Unmanned Aerial Vehicle-Based Point Cloud

Mobility as a Service Operating Model to Enable Public Policy

Diagnosing Obstacles to Speed and Reliability with High-Resolution Automatic Vehicle Locator Data: Bus Time Budgets

Development and Comparative Analysis of Advanced Deep Learning Techniques for Crash Prediction in Advanced Driver Support Systems

Post-Hurricane Vegetative Debris Assessment Using Spectral Indices Derived from Satellite Imagery

Assessing Trustworthiness of Crowdsourced Flood Incident Reports Using Waze Data: A Norfolk, Virginia Case Study

Detour-Impact Index Method and Traffic Gathering Algorithm for Assessing Alternative Paths of Disrupted Roads

Toward Just-in-Time Data Communications over Shared Networks and Computational Resources on Massive Client Environment

Smart Parking Systems: A Data-Oriented Taxonomy and a Metadata Model

Driving Behavior at Signalized Intersections Operating under Disordered Traffic Conditions

Automated Object Detection, Mapping, and Assessment of Roadside Clear Zones Using Lidar Data

Evaluating Commercial Probe Data Quality on Arterial Facilities: Insights From Multi-Year Cross-Vendor Validation

An Enhanced Network-Level Curve Safety Assessment and Monitoring Using Mobile Devices

FHWA Expands Access to Highway Infrastructure Engineering Research Data




Evaluating the Impacts of Speed Limit Increases on Rural Two-Lane Highways Using Quantile Regression

Safety Performance of Crossroad Ramp Terminals at Single-Point and Tight Diamond Interchanges

Evaluating Traffic Impacts of Permitting Trucks in Transit-Only Lanes

Using High-Resolution Signal Controller Data in the Calibration of Signalized Arterial Simulation Models

Enhancing the Performance of Vehicle Passenger Detection under Adverse Weather Conditions Using Augmented Reality-Based Machine Learning Approach

Impacts of Holding Area Policies on Shared Autonomous Vehicle Operations

Examining Driver Compliance with a Move-Over/Slow Down Law in Consideration of Vehicle Type and Messages Displayed on Upstream Dynamic Message Signs

Estimating Safety Impacts of Adaptive Signal Control Technology Using a Full Bayesian Approach

Impact of Turning Lane Storage Length and Turning Proportions on Throughput at Oversaturated Signalized Intersections

Evaluation of Traffic Signal Systems Effectiveness in Connected Vehicle Environments Using Trajectory Analytics

Assessment of Operational Effectiveness of SynchroGreen Adaptive Signal Control System in South Carolina

Online and Proactive Vehicle Rerouting with Uppaal Stratego

Driver Expectations toward Strategic Routing

Probabilistic Situation Assessment for Intelligent Vehicles with Uncertain Trajectory Distribution

Sequential Optimization of an Emergency Response Vehicle’s Intra-Link Movement in a Partially Connected Vehicle Environment

Distant Traffic Light Recognition Using Semantic Segmentation

Developing Mixed Traffic Equivalency Factors to Estimate Saturation Flow at Urban Signalized Intersections

Imputing Parking Usage on Sparsely Monitored Areas Within Amsterdam Through the Application of Machine Learning

Third-Party Data Fusion to Estimate Freeway Performance Measures

Curbspace Management Challenges and Opportunities from Public and Private Sector Perspectives

Revised Method for Calculating Departure Sight Distance at Two-Way Stop-Controlled (TWSC) Intersections

Analyzing the Newest Interchange Connection at Cairo Metro Network Pertaining to Passenger Flow

Impact of Transportation Network Companies on Ground Access to Airports: A Case Study in Austin, Texas

Dynamic Vehicle Routing with Parking Probability under Connected Environment

Comparative Appraisal of Critical Gap Estimation Techniques in the Context of U-turning Vehicles

Optimal Excess Commuting Evaluation Based on Local Minimal Costs

Connected and Automated Parking Feasibility – A Pilot Study

NCHRP Project 08-120: Systems Engineering for Rural Connected Vehicle Corridors: Customizable Model Documents

 


Image reads: Pavements

Life-Cycle Assessment of Asphalt Pavements with Recycled Post-Consumer Polyethylene

Utilization of Cold Central Plant Recycled Asphalt in Long-Life Flexible Pavements

Using Artificial Intelligence to Estimate Nonlinear Resilient Modulus Parameters from Common Index Properties

High Friction Surface Treatment Deterioration Analysis and Characteristics Study

Five-Year Project-Level Statewide Pavement Performance Forecasting Using a Two-Stage Machine Learning Approach Based on Long Short-Term Memory

Mechanistic-Empirical Faulting Prediction Model for Unbonded Concrete Overlays of Concrete

Quantitative Assessments of Crack Sealing Benefits by 3D Laser Technology

Predicting International Roughness Index Based on Surface Distresses in Various Climate and Traffic Conditions Using Laser Crack Measurement System

Input Parameters for the Mechanistic-Empirical Design of Full-Depth Reclamation Projects

Composition and Oxidation Dependence of Glass Transition in Epoxy Asphalt

Investigating Degree of Blending Between Reclaimed Asphalt Pavement and Virgin Binder Using Atomic Force Microscopy and Focused Ion Beam

Crowd-Sensing Road Surface Quality Using Connected Vehicle Data

Thermomechanical Coupling of a Hyper-viscoelastic Truck Tire and a Pavement Layer and its Impact on Three-dimensional Contact Stresses

Fatigue Tolerance of Aged Asphalt Binders Modified with Softeners

Predicting Pavement Roughness Using Deep Learning Algorithms

Long-Term Effects of Subsurface Drainage on Performance of Asphalt Pavements

Development of a Balanced Mix Design Method in Oregon to Improve Long-Term Pavement Performance

Use of a Hot-Mix Asphalt Plant to Produce a Cold Central Plant Recycled Mix: Production Method and Performance

Partnerships between Agencies and Transportation Network Companies for Transportation-Disadvantage Populations: Benefits, Problems, and Challenges

Demand Responsive Transit Simulation of Wayne County, Michigan

Analyzing the Effect of Autonomous Ridehailing on Transit Ridership: Competitor or Desirable First-/Last-Mile Connection?

Transportation Amenities and High-Tech Firm Location: An Empirical Study of High-Tech Clusters

Performance Measurement and Evaluation Framework of Public Microtransit Service

Toward the Development of a Unified Process and Methodology Guide for Environmental Justice Analysis in Planning and Programming

Estimation of Path Travel Time Distributions in Stochastic Time-Varying Networks with Correlations

Statistical Distance-Based Travel-Time Reliability Measurement for Freeway Bottleneck Identification and Ranking

Car-Following Described by Blending Data-Driven and Analytical Models: A Gaussian Process Regression Approach

Development of an Integrated Transportation and Land Use Microsimulation Model on a Flexible Modeling Platform

Assessing the Predictive Value of Traffic Count Data in the Imputation of On-Street Parking Occupancy in Amsterdam

Exploring Individual Activity-Travel Patterns Based on Geolocation Data from Mobile Phones

Performance Comparison of Supply–Demand Matching Policies for On-Demand Mobility Services

Spatiotemporal Demand Prediction Model for E-Scooter Sharing Services with Latent Feature and Deep Learning

(Overlooked) Association between Express Bus Station/Stop Proximity and Multifamily Rents with a Surprise about Transit Mode Synergism and Implications for Transit and Land Use Planning

Estimating Express Train Preference of Urban Railway Passengers Based on Extreme Gradient Boosting (XGBoost) using Smart Card Data

Microtransit Has the Potential to Flip Transit on Its Head

Hybrid-Data Approach for Estimating Trip Purposes

Incorporating Travel Time Reliability in Equitable Congestion Pricing Schemes for Heterogeneous Users and Bimodal Networks

Freeway Network Travel Time Reliability Analysis Methodology and Software Tool Development

Spatial and Temporal Differences in Weekday Travel Durations Between Private-for-Hire Transportation Services and Transit in the City Center

Travel Mode Choices in a Greening Market: The Impact of Electric Vehicles and Prior Investments

Examining Customers’ Critical Acceptance Factors toward Ridepooling Services

Optimizing Budget Allocation for Incentive-Based Active Travel Demand Management Solutions

How Do Shared Dockless E-Scooter Services Affect Mobility Practices in Paris? A Survey-Based Estimation of Modal Shift

Increasing Transparency and Feasibility of Auto Accessibility for Project Prioritization

On Time-Dependent Trip Distance Distribution with For-Hire Vehicle Trips in Chicago

Application of Data-Driven Safety Analysis to Support Port Authority Investment Decisions for Converting Conventional Toll Plazas to Open-Road Tolling

Validating and Calibrating the Highway Capacity Manual Arterial Travel Time Reliability Methodology

Personas: A Market Segmentation Approach for Transportation Behavior Change

Estimating the Impact of High-Fidelity Rainfall Data on Traffic Conditions and Traffic Prediction

Snap Judgements and Availability Bias in Travel Decisions

Development of Estimating Methodology for Transit Accessibility Using Smart Card Data

Developing Transportation Response Strategies for Wildfire Evacuations via an Empirically Supported Traffic Simulation of Berkeley, California

Participation in Shared Mobility: An Analysis of the Influence of Walking and Public Transport Accessibility to Vehicles on Carsharing Membership in Montreal, Canada

Relative Mobility Analysis of a Public Transport Network in Comparison with Car Travel

Investing in Transportation Resilience: A Framework for Informed Choices


Image reads: Safety and Human Performance

Assessment of Crash Occurrence Using Historical Crash Data and a Random Effect Negative Binomial Model: A Case Study for a Rural State

Are Older Drivers Safe on Interchanges? Analyzing Driving Errors Causing Crashes

Development and Evaluation of Geostatistical Methods for Estimating Weather Related Collisions: A Large-Scale Case Study

Identification of High-Risk Driving Behavior and Sections for Rail Systems

Verification of usRAP Risk Assessments for Run-Off and Head-On Crashes Using Field Data

Relating Household Consumption Expenditures to Road Traffic Fatalities: A Rural–Urban Study

Modeling Anticipation and Relaxation of Lane Changing Behavior Using Deep Learning

Understanding the Lateral Dimension of Traffic: Measuring and Modeling Lane Discipline

Effect of Socioeconomic and Demographic Factors on Crash Occurrence

Modeling Car-Following Heterogeneities by Considering Leader–Follower Compositions and Driving Style Differences

Investigating Underage Alcohol-Intoxicated Driver Crash Patterns in Louisiana

Injury Burden of Introducing E-Scooters: A Review of E-Scooter Injury Studies Using Retrospective Review of Emergency Department Records, 2015–2019

Safety Performance Assessment of Connected Vehicles in Mitigating the Risk of Secondary Crashes: A Driving Simulator Study

Surrounding Vehicles’ Contribution to Car-Following Models: Deep-Learning-Based Analysis

Automatic Horizontal Curve Identification for Large Areas from Geographic Information System Roadway Centerlines

SaferCushion

Corner Case Generation and Analysis for Safety Assessment of Autonomous Vehicles

Extracting Rules from Autonomous-Vehicle-Involved Crashes by Applying Decision Tree and Association Rule Methods

Safe Speed Prediction Model for Heavy Trucks on Consecutive Mountain Downgrade Routes Based on Energy Conservation Law

Two-Lane Highway Crash Severities: Correlated Random Parameters Modeling Versus Incorporating Interaction Effects

Virtual Risk Assessment for the Deployment of Autonomous Shuttles

Influences of Gesture-Based Mobile Phone Use While Driving

Enhancing the Performance of a Model to Predict Driving Distraction with the Random Forest Classifier

Virtual Reality Application on Road Markings’ Visibility Analysis

Car-Following Model Calibration Based on Driving Simulator Data to Study Driver Characteristics and to Investigate Model Validity in Extreme Traffic Situations

One-Way Coupling of Fire and Egress Modeling for Realistic Evaluation of Evacuation Process

Rail Safety IDEA Project 34: Understanding Systemic Risks of Railroad Hazmat Transport: Development of a Prototype System


 

Evaluation of an Advanced Driver-Assistance System to Reduce Pedestrian and Rear-End Crashes of Transit Vehicles

Mainstreaming Photo- and Video-Based Documentation as Method for Establishing a Level of Service Framework for the Mumbai Suburban Railway System

Public Transport Fleet Replacement Optimization Using Multi-Type Battery-Powered Electric Buses

Evaluation of the Federal Transit Administration’s Transit and Health Access Initiative: Case Highlights, Findings, and Recommendations

Departure Time Choice in Schedule-Based Transit Assignment

Designing Multiple Short-Turn Routes to Mitigate the Crowding on a Bus Network

Incorporating Practical Degree of Saturation in Capacity Estimation of On-Street, Mid-Block, Off-Line Bus Stops

Scheduling a Bus Fleet for Evacuation Planning Using Stop-Skipping Method

Design of Zonal Express Bus Services to Reduce User Travel Time and Transfers Considering Demand Diversion

Comparison of Door-to-Door Transit Travel Time Estimation Using Schedules, Real-Time Vehicle Arrivals, and Smartcard Inference Methods

Modeling Bus Capacity for Bus Stops Using Queuing Theory and Diffusion Approximation

Impacts of Light Rail Transit on Labor Participation and Housing Affordability in the U.S.: Longitudinal Analysis Using Propensity Score Matching

Preferences toward Bus Alternatives in Rural Areas of the Netherlands: A Stated Choice Experiment

Dynamic Modal Analysis of a Passenger Bus: Theoretical and Numerical Studies

TCRP Research Report 221: Redesigning Transit for the New Mobility Future

ASTM Standards Updates (September – December, 2021)

The following is a list of recently proposed and revised standards from ASTM from September 1, 2021 to December 31, 2021. Standard revisions have been sorted by their placement in the ASTM Book of Standards.

The ASTM Book of Standards is available through the ASTM COMPASS Portal for NJDOT employees. To learn how to access NJDOT's Research Library's standards materials, including the Book of Standards, please contact the librarian.

New updates for standards from ASTM may be viewed here.







Virtual Public Involvement Peer Exchanges and Video Case Studies

 

Early, effective, and continuous public involvement brings diverse viewpoints and values into the decision-making process. Transportation agencies can increase meaningful public involvement in planning and project development by integrating virtual tools into their overall public involvement approach.  Public involvement tools and practices have expanded and shifted dramatically over the past decade due to changes in communications, technology, and lifestyles.  Transportation professionals cannot expect the public to come to the transportation agency's events; practitioners must reach them in their everyday lives–online, at home, and in chosen gathering spaces.

 

RECENT WEBINARS.  FHWA has been holding webinars on VPI topics:

 

CASE STUDIES.  FHWA has developed video case studies that highlight how transportation agencies are using virtual public involvement tools and techniques.  This video series features short conversations with professionals involved in virtual public involvement efforts at their respective agencies.  Agencies and topics featured in the Case Studies video are listed below.

WORKSHOPS. FHWA has been hosting in-person and online peer exchange workshops to provide a forum for sharing VPI strategies and practices. These peer exchanges bring experienced and less-experienced peers together to present and discuss their approaches to using specific VPI strategies.  Various topics have touched upon project visualizations, online meetings, engaging traditionally underserved populations, and crowdsourcing approaches. The FHWA typically provides workshop summary reports, recordings, and other resources for each event.

 

 

NJDOT’s “Weather Savvy Roads” System Receives 2021 Outstanding Project Award from ITS-NJ

The Intelligent Transportation Society of New Jersey (ITS-NJ) recognizes outstanding projects or programs that employ or advance ITS technologies. This year NJDOT’s “Weather Savvy Roads” system, also known as the Mobile RWIS effort, received its 2021 Outstanding Project Award.

NJDOT’s Weather Savvy Roads Program was recently recognized by the Intelligent Transportation Society of New Jersey

NJDOT’s Weather Savvy Roads (WSR) program started with NJDOT’s Mobility Division applying for and receiving NJ’s first federal Accelerated Innovation Deployment (AID) grant.  The concept was to procure and install mobile RWIS devices and dash cameras in 23 DOT snow-fighting vehicles statewide to view real time conditions and guide decisions for allocation of resources during a winter event.

The team is comprised of staff from NJDOT Mobility, NJDOT Operations, the NJIT ITS Resource Center, and technical partners from Vaisala and EAI.  NJIT created a web-based platform where users could view a statewide map and data from the RWIS devices and video from the CCTV6 in real time.

The WSR project was also designed to continue NJDOT’s investigation into cellular strength along NJDOT’s road network. This effort was first evaluated during NJ STIC Incentive grant funded program using iCone devices on SSP trucks. Utilizing a cellular router carrying FIRSTNET cellular capability, the technical team at NJIT is evaluating the strength of this first responder-only focused cellular system to see the various levels of signal strength. The project has shown tremendous benefits after just one winter season with staff across multiple levels of the Department utilizing the web platform to make better informed decisions about staffing and contractor use.

To learn more about the project, click on the NJ Innovative Initiatives, Weather Responsive Management Strategies page, or watch a presentation to the NJ STIC by Sal Cowan, Senior Director of Mobility at NJDOT about the equipment installation and web interface efforts taken for the pilot project.

See the FHWA’s Innovation Spotlight video on Road Weather Management: Weather Savvy Roads.

Innovation Spotlight: How DOTs Are Moving Toward Digital As-Builts

The FHWA is promoting the deployment of Digital As-Builts (DABs) in Round 6 of the Every Day Counts (EDC-6) Program.  FHWA defines DABs as an accumulation of the data used during digital project delivery that provides a living record of built infrastructure for agencies’ future business needs.   The latest FHWA Innovator, September/October, Issue 86, features a section on e-Ticketing and Digital As Builts that briefly defines the innovation and its benefits along with a short video of digital delivery efforts at Utah DOT.  

During EDC-6, the NJ STIC has set forward goals for advancing Digital As-Builts, assessing the current stage of innovation as “development” and setting forward some near-term capacity-building actions.

This article reports on a brief Digital As-Builts Literature Scan and provides references to a select bibliography of research reports, strategic plans and other resource documents that may warrant closer inspection for innovation teams. The literature scan identifies some key definitions, benefits, emerging practices, recurring challenges and possible lessons when taking steps toward deployment of DABs.

Digital As-Builts Literature Scan

Introduction

A Digital As-Built (DAB) innovates by transferring what are typically 2D, paper records into digital, three-dimensional (3D) datafiles that can be regularly updated and shared with stakeholders throughout a project’s life cycle. This information becomes invaluable in the asset management and operations phase, in which it is crucial for agencies to have the most current, comprehensive data covering their facility’s construction. DABs can also be referred to as digital twins, intricate computerized copies of a road or bridge that simulate real-time conditions, allowing for predictive maintenance and more cost-effective mitigation projects.

Across the country, state departments of transportation (state DOTs) are beginning to adopt DABs requirements for future road and bridge projects. The Pennsylvania Department of Transportation (PennDOT), for instance, has established ambitious agency goals that by 2035, all agency projects will be bid upon using 3D models—which will be updated throughout the project’s development through completion, and then stored in a centralized database (PennDOT, 2020).

While industry standard software and practices are still emerging, the research, experiences, and challenges from DOTs nationwide can assist in the identification of promising practices and planning the transition to DABs.

Benefits of Digital As-Builts

Digital As-Builts are digitized, detailed records of completed construction projects. These could encapsulate roadways, bridges, barriers, berms, and any other facilities. What is revolutionary about DABs is their capacity to be used as digital twins, sophisticated mock-ups of the actual structure that enable agencies to streamline maintenance and improvement projects. DABs are simple to store and distribute, reducing the time and material costs from producing traditional 2D as-builts. Created using Computer Aided Drafting and Design (CADD) software, and updated with real-world readings, such as laser-based LiDAR, DABs are versatile and, increasingly, trustworthy records.  

DABs were selected as part of the FHWA’s EDC-6, featured for their advances in safety, time savings, and quality (FHWA, 2021).  In addition to providing high quality records that can optimize maintenance and asset management, DABs can streamline the project development process by easily showing decision makers the location of existing infrastructure. The safety benefits come, in part, from shorter work interruptions of regular traffic flows.  

DABs offer the capability to reliably retain information throughout the project process, as data is handed over from one department agency to another.  A UC-Davis report, conducted on behalf of the California Department of Transportation (Caltrans), suggests that DABs can reduce the risk of lost information considerably (Advanced Highway Maintenance and Construction Technology Research Center, 2020). Another report, prepared for the Kentucky Transportation Cabinet (KYTC) by University of Kentucky researchers, found that digital documentation could significantly build trust in as-built records. In 2018, KYTC spent $217,000 on new forensic investigations because handmade, paper as-builts were deemed untrustworthy (Kentucky Transportation Center, 2019). But DABs, especially when well-updated and held to high standards of detail, can reduce the need for new surveys and ultimately lower costs.

DABs feed into an integrated workflow in which completed facility information is readily accessible for asset management and maintenance. This process is an element of Civil Integrated Management (CIM), and involves the entire lifecycle of a facility.

Existing Practices

Though many aspects of life have been affected by increasing digitization, the as-built record-keeping process in state transportation remains rooted in the analog era. It was apparent, from the literature reviewed, that the majority of state transportation departments are still using 2D, paper as-builts for facility specifications.

When DABs were being used, they were as pilot projects to demonstrate their efficacy. Or, when a part of agency practice, as in the case of Caltrans, implementation was inconsistent and without sufficient coordination (AHMCTRC, 2020).  Similarly, in Kentucky, some records were being stored digitally but without a designated central repository, or as hardcopies in a State Library and Archives warehouse for storage (KTC, 2019), offering little use for ongoing maintenance. States like Michigan and North Carolina, while looking to transition to digital records, were still working on their digital strategies and have yet to implement them as practice (FHWA, 2019).

Some states have recently established regulations requiring DABs, such as the Colorado Department of Transportation (CDOT), which updated the State Highway Utility Accommodation Code in 2021 calling for 3D subsurface models showing the location of utility lines in CDOT’s Right-of-Way (Colorado Department of Transportation, 2021). New York has established a 3D, 4D, and 5D requirement for certain megaprojects (such as the new Kosciuzko Bridge), that tie contractor payments to a continuously-updated model that is then revised with as-built information (FHWA, 2014). And Nevada, while requiring digital contract documents, has yet to add an as-built component. (Nevada Department of Transportation, 2021).

Many DOTs are being spurred to action by technological innovations and by prior EDC rounds (FHWA, 2015) and by the current FHWA’s EDC-6 e-Ticketing and Digital As-Builts initiative.

Emerging Practices

PennDOT appears at the leading edge in its development of a comprehensive DAB implementation plan, intending to adopt the digital delivery process as a department standard by 2025. For DABs, this involves a 5-year span spent developing standards and workflows for implementation. The planning process includes the functioning of various working groups for determining necessary infrastructure and modeling requirements, workspace needs, and training plans. Though PennDOT’s plan is still in progress, their Digital Delivery 2025 Strategic Plan offers a good example of a comprehensive, implementation document detailing steps the agency must take to make the transition to digital delivery (PennDOT, 2020).

Illusrates PenndDOT roadmap schedule for implementation of DABs

Figure 1: Sample Digital Delivery Roadmap from PennDOT.

Agencies in other states are also piloting new standards. Many DOTs are planning to convert from paper records, and to capitalize on this transition by taking advantage of the new digital records in the asset management process.

The Utah Department of Transportation of Transportation (UDOT) has created a website describing the benefits of digital delivery, including the advantages of the use of Digital Twins (UDOT, 2021). UDOT’s site also contains sample deliverables packages for contractors, with technical specifications for roadways, drainage, and structures viewable in Bentley ProjectWise, and document management software used for DABs by several DOTs (e.g., Virginia, Washington, Kentucky, and others) (Virginia Department of Transportation, 2019).

Virginia is also working to establish new guidelines to support the Civil Integrated Management (CIM) process. The guidelines will set standards for Level of Detail (LOD) for 3D renderings, as some models can be inconsistent. Because they are intended to exist as exact records of the constructed facility, DABs are required to be the highest LOD (Level 400) (Virginia Department of Transportation, 2020).

Michigan and North Carolina are currently transitioning from 2D plan sheets to 3D models of contractual documents (FHWA, 2019). Both states plan to incorporate the records into asset and operations management over the project’s lifecycle.

NYSDOT, for a bridge reconstruction in the Catskill region, developed a 3D model for a contract document using Bentley iTwin Design Review software (CS Engineer Magazine, 2021). After the bridge is completed, the contractor is obligated to upload as-built information to the 3D model. This approach is being piloted in New York, but is not yet adopted practice.

In Minnesota, the state Department of Transportation (MnDOT), adopted special as-built requirements for certain regions in the state, starting in the Minneapolis-St. Paul Metropolitan area (FHWA, 2019). The agency also has a dedicated website with DAB specifications. For example, a barrier as-built report might include latitudinal and longitudinal X, Y, and Z coordinates, as well as a Plan ID referring back to the plan set.

Nearby, Iowa DOT has begun using geo-equipped devices from ESRI to capture vector and asset attribute data during the construction process (Iowa DOT Research, 2021). The geolocated data captures the location and geometry of facilities, and is then uploaded to a Microsoft SQL server. As opposed to developing a 3D model in the design process, and then updating it with as-built conditions, an after-the-fact approach captures three-dimensional as-built data outside of the Building Information Modeling (BIM) process.

Other states are exploring how they might apply these concepts to how they manage the planning, design, construction, and maintenance of their facilities. The literature resources reviewed made the benefits of DABs abundantly clear, and showed considerable progress being made, but they also identified challenges in the full-scale deployment of Digital As-Builts as standard practice.

Challenges

Several of the resources reviewed identified barriers for DOTs for implementing DABs. For Developing a Strategic Roadmap for Caltrans Implementation of Virtual Design Construction/Civil Integrated Management (2020), researchers surveyed Caltrans employees from various departments to learn more about the obstacles that the department faced.  Similarly, University of Kentucky researchers surveyed Kentucky Transportation Cabinet (KYTC) staff, in Redefining Construction As-Built Plans to Meet Current Kentucky Transportation Cabinet Needs (2019).  FHWA has also prepared reports on innovative digital records practices at various states that detail various challenges (FHWA, 2019).  

These reports reveal some recurring themes on the challenges experienced by state DOTs that can be broken into two axes — Workflow and Workforce — as well as some solutions to surmount them.

Table 1: Examples of Workflow and Workforce Challenges and Solutions to DABs Implementation

AxesChallengesSolutionsExamples
WorkflowInconsistent ImplementationDevelop robust, time-tested workflowsPennDOT
Workflow SiloizationFacilitate interdepartmental coordination on projects and data updatesCaltrans
Workflow CompatibilityExtensively test software workflows for technical errors, such as incompatibilityPennDOT
Workflow StandardsCreate file, format, and procedural standards (i.e. designated Levels of Detail). Require compatible software infrastructure to support DABsPennDOT, UDOT, VDOT, NDOT, CDOT
Workforce Digital Competencies Educate employees with ongoing trainings that ease into DAB processPennDOT
WorkforceComplianceEducate for and enforce DAB protocolsUDOT, MnDOT

For example, the Caltrans report made clear that the development of an agency-wide workflow was paramount. Without one, various divisions were inconsistent and ineffective at capturing, maintaining, and communicating about DABs. Caltrans Roadway Design and Structures Design divisions fell short in updating and sharing the existence of updates with one another (AHMCTRC, 2020).  

Regarding particular software, files, and workstations, care must be taken in the workflow design process to ensure compatibility. In Caltrans case, the Roadway Design and Structures Design divisions were using incompatible 3D modeling software. Iowa DOT experienced a similar issue, in which 3D, geolocated models created using ESRI software were then unable to be meaningfully edited in Bentley MicroStation (Iowa DOT Research, 2021).  In addition, Iowa DOT’s 3D models, designed as part of a BIM process for a bridge girder replacement project, could not be edited because of the file type. An audit of Kentucky’s Transportation Cabinet found that, though there was a central repository for digital records (Bentley’s ProjectWise), files were uploaded inconsistently (KTC, 2019). While NYSDOT had planned, during the construction of the new Kosciusko Bridge, to continuously update a 3D model to show newly built components, they experienced severe network capacity constraints that prevented them from doing so (FHWA, 2014). Upfront planning, interdepartmental collaboration and testing ensures that DABs potential is unleashed.

The second tier of challenges arise from issues with workforce adoption. An FHWA case study looking at digital record keeping at MnDOT highlights difficulty with securing buy-in from construction staff to comply with new DAB requirements (FHWA, 2019). The KYTC study singled out a lack of digital competencies from older employees as one barrier towards adopting these new technologies. Change is difficult to implement, but especially when staff have become accustomed to the same practice for decades.

Recommendations

For Workflow design, a considered and deliberative process is required. Agencies must convene working groups of stakeholders and learn about department-specific concerns and established processes. Several years may be required to design new DAB workflows that maximize the potential of the new technology, and ensure that the infrastructure is in place to support and encourage staff to follow these workflows.

PennDOT’s plan for implementing digital delivery is an instructive and thorough model document on the subject (PennDOT, 2020). The agency’s Digital Delivery Strategic Plan breaks tasks down into actionable steps, such as Task 2.3, Post Construction Process and Procedures Development, scheduled from Q2-Q3 of 2021, which will map out new requirements and a plan to realize the new processes. An agency wishing to avoid siloization would do well to consult the UC-Davis study that provides itemized, exact solutions.

Graphic displaying PennDOT roadmap

Figure 2: Another visual representation of PennDOT’s Digital Delivery Roadmap.

Architects of the new DAB workflow should be careful to promote interdepartmental collaboration, as well as select compatible software that supports such a goal. Bentley Systems design, engineering, and review software—MicroStation, OpenRoads, and ProjectWise, principally—appear to be the most consistently used across the country (AHMCTRC, 2020). For determining a cohesive workflow, it is imperative that varying software have compatibility with one another—and that they are consistently used across the department.

For the issue of designated detail levels, both Minnesota and Virginia have developed tables with standards specifying when and where to make DABs as accurate as possible, such as whether to survey the constructed facility at a detail of one foot or one meter (FHWA, 2019). The overall objective of the department may help to guide the development process: how does the agency aim to utilize BIM technology? A representative DAB could help to dramatically increase the efficiency of future maintenance or upgrade projects, but only if the appropriate standards are first put in place.

The Workforce presents complementary challenges and solutions. A technology is only useful if it is appropriately deployed—part of the workflow design process should include consultation with staff on specific barriers they face in their daily adoption of the technology. What might be preventing them from doing so? What types of trainings are required to achieve core competencies? Interviewing staff stakeholders will also help to determine accountability measures that could be put in place, for both staff and contractors, to help ensure consistent compliance with new workflows (KTC, 2019).

Moving Forward

Digital As-Builts are a promising technological innovation that can reduce inefficiencies in the life cycle of a transportation facility. If appropriately deployed, DABs can maximize the value of a project, eliminating the need for new forensic investigations, and retaining information as it is handed off from one phase to the next. Many of the DOTs surveyed are considering and incorporating innovative practices into their DAB implementation. Both Caltrans and KYTC, for example, are studying the use of laser-based scanning technologies to develop geolocated 3D models post-construction. In the coming years, as DABs are adopted into practice, more case studies will become available for reference.

From the resources reviewed, it was apparent that Digital As-Builts are promising technology that can streamline record-keeping and save transportation agencies both time and money.

Bibliography

Advanced Highway Maintenance and Construction Technology Research Center (2020). Developing a Strategic Roadmap for Caltrans Implementation of Virtual Design Construction/Civil Integrated Management. California Department of Transportation.https://dot.ca.gov/-/media/dot-media/programs/research-innovation-system-information/documents/final-reports/ca20-3178-finalreport-a11y.pdf

Colorado Department of Transportation. (2021). State Highway Utility Accommodation Code. Colorado Department of Transportation. https://www.sos.state.co.us/CCR/GenerateRulePdf.do?ruleVersionId=9244&fileName=2%20CCR%20601-18

CS Engineer Magazine. (2021). NYS DOT Delivers First Model-based Contracting 3D Project in Its History; Delivered the Project Under Budget and Restored a Critical Bridge to the Community. CS Engineer Magazine. https://csengineermag.com/nys-dot-delivers-first-model-based-contracting-3d-project-in-its-history-delivered-the-project-under-budget-and-restored-a-critical-bridge-to-the-community/

Federal Highway Administration. (2014). 4D and 5D Modeling: NYSDOT’s Approach to Optimizing Resources. Federal Highway Administration. https://www.fhwa.dot.gov/construction/3d/hif16024.pdf

Federal Highway Administration. (2015).  3D Engineered Models: Schedule, Cost and Post-Construction: Fact Sheet. https://www.fhwa.dot.gov/innovation/pdfs/factsheets/edc/edc-3_factsheet_3d_engineered_models.pdf

Federal Highway Administration (2021). e-Ticketing and Digital As-Builts. Federal Highway Administration. https://www.fhwa.dot.gov/innovation/everydaycounts/edc_6/eticketing.cfm

Federal Highway Administration. (2019). Michigan DOT Digital Delivery Working Group. Federal Highway Administration. https://www.fhwa.dot.gov/construction/econstruction/edc4/hif19033.pdf

Federal Highway Administration. (2019). Minnesota and Iowa DOT Solutions for Capturing Asset Information During Construction. Federal Highway Administration.https://www.fhwa.dot.gov/construction/econstruction/hif19075.pdf

Iowa DOT Research. (2021). Development of Digital As-Built for Use in Future Asset Management Applications. Iowa Department of Transportation.https://ideas.iowadot.gov/subdomain/stic-incentive-funds/end/node/3410?qmzn=iKFrYf

Kentucky Transportation Center. (2019). Redefining Construction As-Built Plans to Meet Current Kentucky Transportation Cabinet Needs. Kentucky Transportation Cabinet.  https://uknowledge.uky.edu/ktc_researchreports/1630/

National Cooperative Highway Research Program. (2015).  Advances in Civil Integrated Management. Scan Team Report. NCHRP Project 20-68A, Scan 13- 02.   http://onlinepubs.trb.org/onlinepubs/nchrp/docs/NCHRP20-68A_13-02.pdf

Nevada Department of Transportation. (2021). CAD Standards and Information. Nevada Department of Transportation. https://www.dot.nv.gov/doing-business/about-ndot/ndot-divisions/engineering/design/cadd-standards-and-information

North Carolina Department of Transportation. (2020). Perspectives on Anticipated OpenRoads Designer (ORD) Technological Benefits. North Carolina Department of Transportation. https://connect.ncdot.gov/resources/CADD/OpenRoads%20Designer%20Documents/NCDOT%20Research%20and%20Innovation%20Summit_ORD%20Presentation_10-14-20_Final.pdf

Pennsylvania Department of Transportation. (2020). Digital Delivery Directive 2025 Final Strategic Plan. Pennsylvania Department of Transportation. https://www.penndot.gov/ProjectAndPrograms/3D2025/Documents/Final%20Strategic%20Plan%20V1.0.pdf

Utah Department of Transportation. (2021). Digital Delivery. Utah Department of Transportation. https://digitaldelivery.udot.utah.gov/pages/bdc1336e1ade43d5bac2deca0e3e4837

Virginia Department of Transportation. (2020). 3D Model Development Manual. Virginia Department of Transportation. http://www.virginiadot.org/business/resources/LocDes/3D_Model_Development_Manual.pdf

Virginia Department of Transportation. (2019). Instructional and Informational Memorandum. Virginia Department of Transportation. http://www.virginiadot.org/business/resources/LocDes/IIM/IIM118.pdf Washington State Department of Transportation. (2017). Electronic Engineering Data Standards. Washington State Department of Transportation. https://wsdot.wa.gov/publications/manuals/fulltext/M3028/ElectronicEngDataStandards.pdf

Targeted Overlay Payment Solutions (TOPS): NJDOT Example Featured

This article first appeared in the FHWA’s EDC News Weekly Newsletter of August 26th, 2021 and featured NJDOT’s application of high performance thin overlays (HPTO) as a pavement preservation tool.

Targeted Overlay Pavement Solutions

Last week, we discussed a case study involving bonded concrete overlays, part of the Targeted Overlay Pavement Solutions (TOPS) toolbox. This week, we’ll look at how New Jersey has used high performance thin overlays (HPTO) successfully as a pavement preservation tool.

Since 2015, NJDOT has used HPTO on more than 1,000 lane miles to seal pavement and improve ride quality. Benefits include short road closures reducing impact on traffic, and addition of approximately 10 years of service life. Timing of the application is crucial. A Rutgers University study found applying HPTO to pavements while they are still in “good” condition more than doubles the service life compared to applying the product to pavements in “fair” condition.

Contractors who construct NJDOT projects have not reported constructability issues or complaints about the mix. NJDOT believes including performance requirements for the mixture, understanding treatment selection and application timing, and requiring project engineers to approve specifications are key factors in the success of HPTO as a pavement preservation tool.

Based on this research and evaluation of projects to date, NJDOT considers HPTO a cost-effective solution that provides a safe, smooth, crack and rut resistant surface that extends the life of the pavement and causes minimal impact on the road users and environment during construction.

Launching the UAS Program: STIC Incentive Funding Grant – Final Report

Click for report

Unmanned Aerial Systems (UAS), or drones, were promoted by the Federal Highway Administration (FHWA) as one of the Every Day Counts Round 5 (EDC-5) innovations. In 2017, the NJDOT Bureau of Aeronautics applied for and received a NJ State Transportation Innovation Council (STIC) Incentive Program Funding grant to purchase equipment and provide training to evaluate the use of UAS for applications within NJDOT. Prior research had determined that this innovative technology could improve safety and efficiency and reduce costs.

The final report, Unmanned Aircraft System (UAS): Purchase and Training, describes the use of the STIC funding to assist in establishing the UAS program within the Bureau of Aeronautics.  The report describes the training curriculum and two use cases — high mast inspection and traffic incident management — and offers lessons learned and best practices.

The STIC grant, in combination with two other grants, enabled the Bureau to advance UAS within NJDOT. The innovation is now considered institutionalized within the agency.  A video, Drone Technology at NJDOT, highlights the efforts to launch and integrate UAS in NJDOT operations.

FHWA offers up to $100,000 to each STIC each year. You can find out more about the STIC Incentive Program here.

Ultra-High Performance Concrete for Bridge Preservation and Repair: NJDOT Example Featured

This article first appeared in the FHWA’s EDC News Weekly Newsletter of April 29th, 2021 and featured how NJDOT has applied UHPC for bridge preservation and repair.

In the final week, we’ll highlight the New Jersey Department of Transportation (NJDOT), which has recently used UHPC in multiple projects for bridge P&R.

NJDOT was familiar with the benefits of UHPC compared to conventional concrete through its use in field cast connections for precast bridge decks for re-decking projects. NJDOT had been looking for a new overlay preservation system for aging bridge decks that would enhance and extend the service life of their existing structures. However, the NJDOT had not used UHPC as a bridge deck overlay. NJDOT decided to install three UHPC bridge deck overlays as part of a research project contract. One of these projects, which was completed on a bridge spanning the Newark Turnpike, included both a UHPC bridge deck overlay and field-cast UHPC joint headers.

This curved 3-span bridge, originally built in 1979, feeds nearly 30,000 vehicles per day from the New Jersey Turnpike onto I–280. The heavy traffic and the impact of de-icing salts resulted in corrosion of the reinforcing steel in the existing bridge deck, as well as the deterioration of all abutment and pier expansion joints.

Prior to installation of the UHPC overlay and field cast UHPC headers, the existing asphalt overlay was removed, as were the deteriorated expansion joints. A new UHPC header expansion joint solution was installed, and after installation the finished UHPC overlay was covered with asphalt. The resulting 340-foot UHPC overlay is currently the longest continuous overlay installation in North America.

The overlay and the other two installations included in the project showed that preserving bridge decks with a UHPC overlay will provide NJDOT with durable, long-lasting bridge decks and will extend the service life of the structures. Additionally, the bridge overlays showed that UHPC overlay construction methods can minimize traffic interruptions and shorten the total construction time.

NJ Safe Routes Academy at the NJ Bike & Walk Summit

From June 1 through June 4, 2021 the NJ Safe Routes Resource Center will be offering Safe Routes Academy sessions in conjunction with the virtual NJ Bike & Walk Summit. The Academy enables and encourages safe routes to parks, transit, shops, restaurants, employment, schools and recreation through free, interactive sessions. The Safe Routes Resource Center works with New Jersey Department of Transportation’s (NJDOT) Bureau of Safety, Bicycle and Pedestrian Programs to help make New Jersey’s communities more walk- and bike-friendly for all users. The Safe Routes Academy is sponsored by NJDOT.

This year’s Safe Routes Academy sessions will discuss the New Jersey 2020 Strategic Highway Safety Plan that will guide safety programs and investments over the next five years to help reduce highway fatalities and serious injuries on public roads throughout the State. In particular, the presentation will feature the goals, objectives, and tasks of the Bicycle and Pedestrian Emphasis Area. Other sessions will feature the Transportation Management Association Safe Routes Coordinators who can help communities improve their walking and bicycling environment, tips for developing successful Safe Routes grant proposals for funding through the NJDOT Division of Local Aid, and steps that advocates can take to build local support for pedestrian and bicycle safety projects.

Find more information and a link to register here.