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Record W7161795400 · doi:10.82308/23353

Evolution of Microstructure and Properties of Cold-Sprayed Copper Coatings: Influence of Feedstock Powder Characteristics, Process Parameters and Heat Treatment

2025· dissertation· en· W7161795400 on OpenAlexaboutno aff
John Kotsakis

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldEngineering
TopicHigh-Temperature Coating Behaviors
Canadian institutionsnot available
Fundersnot available
KeywordsGas dynamic cold sprayRaw materialMicrostructureDuctility (Earth science)CopperFabricationParticle sizeSinteringOxide

Abstract

fetched live from OpenAlex

The Nuclear Waste Management Organization of Canada (NWMO) uses copper coatings to protect nuclear waste containers (used fuel containers - UFCs) from corrosion in deep geological repositories (DGRs). One fabrication method is cold spray, a solid-state powder consolidation technique that enables the deposition of high-strength, dense, thick coatings at high rates. However, as-sprayed (AS) coatings are often brittle, with mechanical properties strongly dependent on process parameters and feedstock powder characteristics, including the particle-to-critical velocity ratio (η) and surface oxide content. Their response to heat treatment is also influenced by their state in the AS condition.Particle size strongly affects the η ratio, as it is inversely proportional to both particle and critical velocity. This thesis investigates the effect of copper powder size distributions on the evolution of mechanical strength and ductility in fabricated coatings.First, coatings were fabricated by cold spraying copper powders with similar characteristics (morphology, oxygen content) but different size distributions (“fine” and “coarse”) at various particle velocity ranges. Increasing η improved interparticle bonding, enhancing the mechanical properties. However, coatings originating from the “fine” powder exhibited superior strength and ductility over “coarse” powder coatings, despite attaining similar η ratios. This was attributed to the presence of thick surface oxides on the “coarse” powder particles, which were entrapped at the particle-particle interfaces (PPIs) significantly limiting metallurgical bonding.Next, coatings with varying AS properties and/or feedstock powder particle size distributions were heat-treated in identical conditions. Interparticle bonding and properties improved overall due to sintering and interparticle oxide changes. However, coatings with initially superior AS properties did not always retain their advantage post-heat treatment, as the “as-sprayed” microstructure played a key role, with coarse particle size and thick interparticle oxides being found to be detrimental.The final chapter focuses on the technique used for the mechanical property evaluation, shear punch testing. As sprayed and heat-treated coatings, along with bulk copper specimens, were tested. Insights into effective ductility and fracture behavior of copper during testing are provided. Additionally, the expected mechanical property trends for differently processed bulk and coating copper samples are confirmed, demonstrating that heat-treated cold-sprayed copper can behave similarly to bulk copper during mechanical loading and fracture.These findings contribute to optimizing copper cold spray for critical applications depending on mechanical properties. Through the selection of appropriate process parameters, feedstock powders and heat treatment conditions, it is possible to manufacture coatings with good structural integrity and properties that meet the required standards

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.060
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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

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 head0.222
Teacher spread0.215 · 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 teacher head, not a consensus.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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