David Brill

David Brill

orcid

Research Focus & Metrics

Academic Career Length

16Years (2011-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
24 August 2017
Verified
Conference Paper
Closed access
DBDavid Brill
David Brill
IKI. Kawa
I. Kawa
The Federal Aviation Administration (FAA) has introduced the first major changes to its FAARFIELD standard pavement design software since the last version was released in 2010. These program upgrades accompanied a thorough revision of Advisory Circular (AC) 150/5320-6 covering airport pavement design and evaluation. The newly released program, designated FAARFIELD 1.4, includes significant modifications to both rigid pavement and flexible pavement design models, and adds new features to improve the user experience. This paper summarizes the principal technical changes to structural models, failure models and design logic that affect thickness design using FAARFIELD. It is shown by examples that designs performed using FAARFIELD 1.4 typically are less conservative than in the previous version (FAARFIELD 1.3); however, exceptions to this general statement may be found. This paper also includes discussion of programming changes implemented in the FAARFIELD overlay design procedures that improve both speed and accuracy.

1 June 2018 in Journal of Transportation Engineering, Part B: Pavements
Verified
Journal Article
Closed access
OKORHAN KAYA
ORHAN KAYA
ARAdel Rezaei-Tarahomi
Adel Rezaei-Tarahomi
Halil CeylanHalil Ceylan
Halil Ceylan
Kasthurirangan GopalakrishnanKasthurirangan Gopalakrishnan
Kasthurirangan Gopalakrishnan
Sunghwan KimSunghwan Kim
Sunghwan Kim
DBDavid Brill
David Brill
The Federal Aviation Administration (FAA) has recognized for some time that its current rigid pavement design model, involving a single slab loaded at one edge by a single aircraft gear, is inadequate with respect to top-down cracking. Thus, one of the major observed failure modes for rigid pavements is poorly accounted for in the FAA Rigid and Flexible Iterative Elastic Layer Design (FAARFIELD) design software. A research version of the FAARFIELD design software has been developed in which the single-slab three-dimensional finite-element (3D-FE) response model is replaced by a four-slab 3D-FE model with initial temperature curling to produce reasonable thickness designs accounting for top-down cracking behavior. However, the long and unpredictable run times associated with the four-slab model and curled slabs make routine design with this model impractical. Artificial intelligence (AI)-based alternatives such as artificial neural networks (ANNs) have great potential to produce accurate stress predictions in a fraction of the time. ANNs could be practical replacements for a full 3D-FE computation that requires long computation times. In the development of ANN models, both individual input parameters and dimensional analysis have been considered, and accuracy of predictions from both methods was compared. ANN models for only mechanical and simultaneous mechanical and thermal loading cases were developed using individual input parameters and dimensional analysis. It was observed that very high accuracies were achieved in predicting pavement responses for all cases investigated.

20 May 2024 in International Journal of Pavement Engineering
Verified
Journal Article
Closed access
MBMasih Beheshti
Masih Beheshti
MBMurilo Henrique Campana Bento
Murilo Henrique Campana Bento
CRCaio Silva Ramos
Caio Silva Ramos
CDCarlos Armando Duarte
Carlos Armando Duarte
DBDavid Brill
David Brill
HOHasan Ozer
Hasan Ozer

11 March 2011
Verified
Conference Paper
Closed access
NGNavneet Garg
Navneet Garg
DBDavid Brill
David Brill
CTChuck Teubert
Chuck Teubert
TWThomas Weinmann
Thomas Weinmann
KJKeith Johnson
Keith Johnson
The Federal Aviation Administration initiated a runway instrumentation project in 1992 by installing 460 static and dynamic sensors in sixteen slabs in the take-off area of Runway 34R-16L at Denver International Airport. Static sensors such as embedded temperature and moisture gauges and dynamic sensors such as H-bar strain gauges, LVDTs, and position strain gauges were installed. The investigation was focused on measuring pavement response to aircraft loading and environmental conditions. Currently, the data collection system is severely damaged due to water infiltration and is not operational. Data was collected from 1995 through 1999 which included real-time pavement strains and deflections resulting from aircraft traffic. The slab strain and vertical deflection data was analyzed and compared to three-dimensional finite element model predictions. Overall, good agreement between measured and predicted strains and vertical deflections was observed. This information was used for, among other things, validating and calibrating the structural model in FAARFIELD. An important parameter missing in FAARFIELD is the effect of curling on pavement thickness design. Severe curling can cause premature cracking and incur high maintenance costs. The primary objective of this project is to restore the data collection system to at least measure slab deflections and strains. The future emphasis will be on characterizing slab curling under varying environmental conditions and incorporating it into FAARFIELD. Efforts are underway to restore the data collection system. The entire project is expected to be completed by September 2010. Once resurrected, the instrumentation project will provide valuable slab curling data for updating structural models in FAARFIELD. This paper describes in detail the restoration of the Denver International Airport instrumentation project and the ways in which the FAA plans to make use of the collected data.

11 July 2018
Verified
Conference Paper
Closed access
DBDavid Brill
David Brill
HYH. Yin
H. Yin
Between 2014 and 2016 the Federal Aviation Administration (FAA) conducted full-scale traffic tests of flexible pavements at its National Airport Pavement Test Facility (NAPTF) at the William J. Hughes Technical Center, Atlantic City International Airport, NJ, U.S. The purpose of these tests, part of NAPTF Construction Cycle 7 (CC7), was to evaluate the International Civil Aviation Organization’s (ICAO) existing criteria for allowable occasional aircraft overloads on flexible airport pavements. ICAO Annex 14 currently limits such overloads to 10 percent above the published pavement classification number (PCN). The applied traffic consisted of the design gear loads alternating with increasing levels of overloads (2-wheel, 4-wheel, and 6-wheel) in a specific sequence. FAA tests confirmed that the ICAO criteria are highly conservative. While higher traffic loads led to earlier failures, overloads of up to 50% above PCN did not alter the parameters of the failure curve, suggesting that for overloads up to this magnitude, the cumulative damage factor (CDF)-based failure model can be used reliably to compute reduced life. However, very high overloads of 90–100% above PCN caused more rapid acceleration of the failure. The findings of this full-scale test will be used to support future revisions to the existing overload criteria.

16 June 2023 in Transportation Research Record: Journal of the Transportation Research Board
Verified
Journal Article
Closed access
AAAli Z. Ashtiani
Ali Z. Ashtiani
TPTimothy A. Parsons
Timothy A. Parsons
DBDavid Brill
David Brill
In recent years, the Alaskan Region of the Federal Aviation Administration (FAA) reported performance issues with some flexible airport pavements. The issues were attributed to changes in the thermal regime of the permafrost layers resulting from a warming trend. The poor pavement performance was also caused by such factors as improper design and construction. The FAA Airport Technology Research and Development Branch selected three runways with an asphalt surface from three airports in Alaska and reviewed the pavement failures, design, and construction histories to determine the causes and contributing factors of flexible pavement performance issues. The goal was to determine if and where modifications to FAA guidance concerning design and construction in frost and permafrost zones were needed. This paper focuses on identifying frost and permafrost issues at the airports, identifying the design criteria used at the airports, and determining how closely the design criteria and construction practices followed FAA guidance. The work also recreates the pavement design for each runway, following FAA guidance in effect at the time of the design. Researchers identified areas of the FAA frost and permafrost design criteria that are silent or subject to conflicting interpretation. The paper provides recommendations for possible improvements to current FAA guidance with respect to frost and permafrost design, based on findings from the design reviews. The recommendations target Advisory Circulars 150/5320-6G and 150/5270-10H and are intended to address the design- and construction-related issues.