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Record W7046382729

Development of Porous Rubber Pavement for the Canadian Climate

2023· dissertation· en· W7046382729 on OpenAlexfundaboutno aff

Bibliographic record

VenueUWSpace (University of Waterloo) · 2023
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
FundersUniversity of Waterloo
KeywordsNatural rubberCrumb rubberPorosityMaterial propertiesPolyurethaneAggregate (composite)Climate zones
DOInot available

Abstract

fetched live from OpenAlex

Permeable pavement usage in North America has increased over the last decade as a viable stormwater management system. Porous Rubber Pavement (PRP) is a new material in this category which has been currently utilized as a pavement surface material for low-traffic areas and pedestrian walkways. This material consists of recycled crumb rubber aggregates, granite aggregates and polyurethane as a binder and is proportioned to attain a very high percentage of interconnected air voids (up to 45%). As a new pavement material in North America, the properties and performance of PRP are not thoroughly understood for cold climate conditions. This research aimed to understand the properties and performance of PRP and improve its performance as a pavement surface material for the Canadian climate. This objective is achieved through an evaluation of existing sites and mixes, developing new mixes through an experimental design process, and evaluating new mixes in the laboratory facilities. Some of the mixes were selected to apply in the trial section to assess field performance. Finally, recommendations and guidelines are developed for this climatic zone. Through the experimental design, four new mixes were developed using different proportions of stone aggregates, rubber aggregates and polyurethane binder. Also, using the proportion of the Control Mix, four polyurethane binders were used to make four different mixes to determine the different binder effects in PRPs. In the next stage of research, two trial sections were constructed using selected mixes along with the Control Mix. In addition, samples were also prepared from the field mixes to test their properties in the laboratory. Then the field performance of the various mixes was evaluated over a series of months. They were initially tested immediately following construction before fully opening for traffic. Then three weeks after construction and after seven months when the sections had experienced their first winter. Preliminary field investigations showed that with the current commercial mix, the achieved elastic modulus of PRP surfaces ranged between 37 MPa and 33 MPa. Besides, frictional values ranged between 57 BPN and 74 BPN. Higher IRI values were calculated for both sites, ranging between 7.56 m/km to 15.77 m/km. The average infiltration rate for the pavement surface areas was found to be 30836 mm/hr. \n \nThe mechanical properties and durability of the Control Mix and newly developed mixes were investigated. The tensile and compressive strength of the mixes were found to be higher when the percentages of stone aggregates and binders were increased in the mixes. Additionally, an increase in air voids in the samples reduced the materials' tensile and compressive strength. Concerning the types of binder and sources, the obtained results showed no considerable influence of different types of binder in compressive strength test results, whereas binder sources influenced the tensile strength of the PRP materials. PRP samples with varying compositions retained more than 70% of their tensile strength after conditioning with five freeze-thaw cycles. However, due to the variety of binders used, retained tensile strength for PRP samples varied, and some showed retained tensile strength below 70%. \n \nThe durability study showed that the granite stones that were used for all the sample preparation were not strong enough to withstand higher abrasion loss. However, PRPs with different compositions showed good rutting resistance, ranging from 0.3mm to 2.8mm in different mixes. Moisture-induced damage, stripping related abrasion was also found to be very small in PRP mixes, ranging from 2.6% to 0.1%. Also, the use of different binders from different sources showed that the B2—aliphatic binder could withstand more rutting than other binders. A Los Angeles abrasion tester tested unconditioned and conditioned samples to determine the materials' ravelling resistance. The result showed that abrasion loss increased in the samples after conditioning with five freeze-thaw cycles. However, it was consistent with the mix types. On the other hand, abrasion loss of samples with different binders occurred differently in the conditioned and unconditioned situations and was inconsistent in the mixes. \n \nSubgrade samples were collected from sites A and B during the trial section construction. The bearing capacity of subgrade soil for Site B was found to be higher than that of Site A. Subsequently, the performance of the mixes in the sections was evaluated through a series of field testing. The LWD results showed that the stiffness modulus differed for the same mixes at Site A and Site B. Besides, all the mixes showed higher stiffness in the 2nd field test than the 1st since compaction occurred on the pavement after opening for traffic. Nevertheless, after experiencing their first winter, a reduction in stiffness was observed for all mixes in the 3rd test. The BPT test revealed that a higher frictional value of PRP mixes was associated with a higher percentage of rubber aggregates and a lower percentage of binder in the mixes. At the same time, a reduction in BPN values was observed in the 2nd test than in the 1st since the sections were further compacted and polished after opening for traffic. In addition, the surface ravelling and transported loose particles affected the frictional values in the 3rd test, increasing the BPN numbers. Initial rut depths on Site A for different mixes ranged from -7.0 mm to -8.7mm, and the range was -5.8 mm to -10.7mm for Site B. However, after fully opening for traffic, greater rut depths were observed on each section due to the additional compaction under the wheel paths. The permeability of the PRP sections ranged from 28368 mm/h to 45605 mm/h, which is higher than the highest rainfall rate in Canada (298.8 mm/h). However, most of the sections showed higher permeability in the 2nd test. After the first winter, the permeability of some of the sections was found to be further increased, whereas others were found to be decreased due to the influence of site surroundings. In the 1st and 2nd field tests, no visible surface distress was observed at Site A and Site B. A small amount of surface distress was observed after the first winter (seven months after the construction), which included a slight loss of coarse aggregate, minor ravelling, small cracking, and rutting. Throughout the trial section construction process, it was also observed that by improving the construction methods and making slight modifications during the construction process (like increased compaction), the performance of PRPs could be further enhanced. \n \nFinally, a set of recommendations and guidelines were developed for using the PRP in the Canadian climate.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.486
Threshold uncertainty score0.977

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.016
GPT teacher head0.230
Teacher spread0.214 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2023
Admission routes2
Has abstractyes

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