AccurasprayHub: Leveraging AI and Machine Learning to Define and Optimize Process Windows in Thermal Spray Operations

Abstract This paper presents the AccurasprayHub, a centralized data platform designed to harmonize booth parameters, in-situ plume measurements, maintenance schedules, and coating quality evaluations. By combining domain expertise with advanced analytics, including initial steps toward machine learning, the AccurasprayHub establishes robust datasets, identifies stable process windows, and provides proactive insights for process improvements.

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Publication Details

Journal
Thermal spray
Published
2025-05-01
DOI
https://doi.org/10.31399/asm.cp.itsc2025p0310
Primary Topic
Cloud Data Security Solutions
Type
article
Field-Weighted Citation Impact
0.00
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article

AccurasprayHub: Leveraging AI and Machine Learning to Define and Optimize Process Windows in Thermal Spray Operations

James Henri, Thibaud Garcin, Andrew Nadeau, Julien Robert et al.
Thermal spray
Cloud Data Security Solutions
article

AccurasprayHub: Leveraging AI and Machine Learning to Define and Optimize Process Windows in Thermal Spray Operations

James Henri, Thibaud Garcin, Andrew Nadeau, Julien Robert, Darleen Lessard, D. Georgaris
article en

Abstract

Abstract This paper presents the AccurasprayHub, a centralized data platform designed to harmonize booth parameters, in-situ plume measurements, maintenance schedules, and coating quality evaluations. By combining domain expertise with advanced analytics, including initial steps toward machine learning, the AccurasprayHub establishes robust datasets, identifies stable process windows, and provides proactive insights for process improvements.

Thermal sprayVol. 85045
Marinvent (Canada) (CA)
Openalex Percentile: Top 88%
Cloud Data Security Solutions
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