Pavement Structural Monitoring of CCPR and FDR Using Non-Destructive Testing Methods

dc.contributor.authorBenavides Ruiz, Carolinaen
dc.contributor.committeechairFlintsch, Gerardo W.en
dc.contributor.committeememberSarlo, Rodrigoen
dc.contributor.committeememberKaticha, Samer Wehbeen
dc.contributor.committeememberDiefenderfer, Brian Keithen
dc.contributor.departmentCivil and Environmental Engineeringen
dc.date.accessioned2026-03-24T08:00:24Zen
dc.date.available2026-03-24T08:00:24Zen
dc.date.issued2026-03-23en
dc.description.abstractCold Central Plant Recycling (CCPR) and Full Depth Reclamation (FDR) are pavement recycling techniques that provide a sustainable option for pavement construction and rehabilitation. However, these methods are not commonly implemented on high-volume routes due to the need for more detailed information on their field performance and the interactions between material properties and environmental conditions. This dissertation aims to document and evaluate the performance of semi-rigid pavement structures with CCPR and FDR layers through multi-year monitoring, including data collected using three nondestructive testing methods: the falling weight deflectometer (FWD), the traffic speed deflectometer (TSD), and embedded pavement instrumentation. The analysis includes three pavement sections from the NCAT Test Track (N3, N4, and S12) and two instrumented segments (Segment II and Segment III) on Interstate 64 in Virginia. The first study characterized CCPR and FDR materials by calculating in-situ moduli for three full-scale pavements on the NCAT Test Track, with a focus on the moduli of individual layers using linear and viscoelastic software. FWD data were collected at the beginning of three research phases (2012, 2015, and 2018). The results showed that the section including CCPR and FDR (S12) exhibited the lowest overall deflections compared to sections with only CCPR (N3 and N4). Deflections decreased over time, indicating increased pavement stiffness. Additionally, low deflection and estimated strain levels suggest that fatigue cracking is unlikely. The second study reports measured pavement responses, including strains and stresses, for two recycled sections on Interstate 64 subjected to actual environmental and traffic-loading conditions. Pavement structures were also modeled using layered-elastic software to compare measured and calculated responses. The results indicate that the pavement sections exhibited low strain, pressure, and deflection, suggesting a long structural life. Instrumentation remained generally functional after five years and may continue to provide valuable performance data. The third study assesses the functional and structural performance of two recycled pavement segments on Interstate 64 in Virginia. Structural performance was evaluated using calculated structural condition indexes and deflection velocity data from TSD. Deflection velocity profiles were compared with estimated values from 3D-Move software under various modulus scenarios. The scenarios that most closely matched observed data were further compared with measured pavement responses from in-situ instrumentation under loading conditions similar to those of the TSD rear axle. The findings demonstrate that both recycled pavement structures maintain good functional condition and favorable structural behavior after several years of service. Collectively, these studies advance understanding of pavement structural behavior under loading and environmental conditions, highlight the potential of recycled materials in flexible pavements on high volume routes, and promote innovation in pavement engineering. The results support the consideration of similar design approaches, including recycled-material foundations, when existing pavements require deep repair or reconstruction.en
dc.description.abstractgeneralRoads are essential public assets that play a critical role in national growth and development. Due to the infrastructure backlog in the United States, federal and state governments are encouraged to prioritize the preservation and extension of existing roadway service life through proactive preventive maintenance and rehabilitation strategies. Although reconstruction and capacity‑expansion projects remain necessary in certain corridors, the implementation of pavement monitoring to assess actual pavement conditions, combined with the use of advanced and recycled materials, can extend pavement service life and significantly reduce costs compared to full reconstruction using only virgin materials. Regarding pavement monitoring, technological advancements have enhanced road management by enabling faster data collection with minimal disruption to roadway users. For example, embedded sensors and deflectometers assess road structural conditions, which are useful for evaluating pavement performance over time. Two commonly used deflectometers are the falling weight deflectometer (FWD) and the traffic speed deflectometer (TSD). In terms of pavement materials, Cold Central Plant Recycling (CCPR) and Full Depth Reclamation (FDR) represent effective solutions that offer both environmental and economic benefits. However, more detailed information is needed regarding their field performance on high traffic volume roadways under actual traffic and environmental conditions. This dissertation documents and evaluates the performance of pavement structures incorporating CCPR and FDR through multi-year monitoring, utilizing data collected from deflectometers and sensors installed during construction. The analysis includes three pavement sections from the NCAT Test Track (N3, N4, and S12) and two segments (Segment II and Segment III) on Interstate 64 in Virginia. The first study characterizes CCPR and FDR by calculating in-situ moduli for pavement sections on the NCAT Test Track. FWD data were collected at the beginning of three research phases: 2012, 2015, and 2018. Results indicate that the section with both CCPR and FDR (S12) exhibited the lowest overall deflections compared to sections with only CCPR (N3 and N4). Deflections decreased over time, indicating increased pavement stiffness. Additionally, the low deflection and estimated strain levels suggest a low likelihood of cracking. The second study measured strain, stress, temperature, and moisture responses in segments of Interstate 64 using different sensors installed during construction. The pavement structures were also modeled using layered-elastic software to compare measured and calculated responses. Results demonstrate that these pavement sections exhibited low strain, pressure, and deflection, suggesting long-term durability. The sensors remained functional after five years and are expected to continue providing valuable data. The third study assesses surface condition by analyzing data collected with specialized inspection vehicles. Additionally, this study evaluates pavement strength by measuring pavement response to the load of TDS that passed through the project length. TSD measurements were compared with estimates from 3D-Move software under various modulus scenarios. The scenarios that best matched the observed data were then compared with measured pavement responses from sensors under similar loading conditions. Results indicate that both recycled pavement structures remained in good condition and performed well after several years of use. Collectively, these studies contribute to a better understanding of pavement behavior under varying loads and environmental conditions. The findings demonstrate the potential of recycled materials in flexible pavements subjected to high traffic volumes and encourage innovation in pavement engineering. The results suggest that similar design methods should be considered for major repairs or reconstruction projects.en
dc.description.degreeDoctor of Philosophyen
dc.format.mediumETDen
dc.identifier.othervt_gsexam:45678en
dc.identifier.urihttps://hdl.handle.net/10919/142409en
dc.language.isoenen
dc.publisherVirginia Techen
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.subjectAsphalt recyclingen
dc.subjectcold central plant recyclingen
dc.subjectfull depth reclamationen
dc.subjectmonitoringen
dc.subjectembedded instrumentationen
dc.subjectTSDen
dc.subjectFWDen
dc.subjectdeflectionsen
dc.subjectpavement responsesen
dc.titlePavement Structural Monitoring of CCPR and FDR Using Non-Destructive Testing Methodsen
dc.typeDissertationen
thesis.degree.disciplineCivil Engineeringen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.leveldoctoralen
thesis.degree.nameDoctor of Philosophyen

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