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Record W2330367420 · doi:10.1061/40641(2002)72

Laboratory and Full Scale Testing of a Pull-in-Place PVC Pipe

2002· article· en· W2330367420 on OpenAlexaff
Erez N. Allouche, Andrew Gilchrist, Ashraf El Damatty, Mizanur Rahman, Richard St. Aubin

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicGeotechnical Engineering and Underground Structures
Canadian institutionsWestern University
FundersPipeline Research Council International
KeywordsJoint (building)EngineeringFull scaleBendingStructural engineeringFinite element methodTrenchless technologyDirectional drillingMarine engineeringMechanical engineeringCivil engineeringDrillingPipeline transport

Abstract

fetched live from OpenAlex

The Horizontal Directional Drilling (HDD) installation industry is one of the fastest growing industries in the North American underground construction sector, representing a commanding share of utility services installed in urbanized areas. The growing need for renewal of the buried municipal infrastructure in urban areas focused much attention on HDD as a technically viable and cost effective method for the installation of water distribution systems and pressurized sanitary sewers with minimum surface disturbance. Consequently, there is a growing need for a variety of pipe products that meet relevant AWWA and CSA standards and are suitable for installation using the HDD method. The paper describes the development and testing of a new restrained joint for rigid pipes that enables the installation of standard C-900 bell-and-spigot pipes using the HDD or Pipe Bursting (PB) construction methods. In particular, the paper will cover the design concept, and laboratory testing for tension and bending, finite element modeling of the new joint and the results of a full-scale field test. The latter involved the installation using a HDD rig of an 110m long, 100mm diameter, bell-and-spigot C-900 PVC pipe column that utilized the new restrained joint. The pull-head as well as the two leading joints were instrumented to measure the tensile and shear stains that developed in the pipe during the installation.

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)0.002
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 score0.001
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.007
GPT teacher head0.172
Teacher spread0.165 · 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
Published2002
Admission routes1
Has abstractyes

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