A two-stage unsupervised approach for surface anomaly detection in wire and arc additive manufacturing
Published 2023 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A two-stage unsupervised approach for surface anomaly detection in wire and arc additive manufacturing
Authors
Keywords
-
Journal
COMPUTERS IN INDUSTRY
Volume 151, Issue -, Pages 103994
Publisher
Elsevier BV
Online
2023-07-26
DOI
10.1016/j.compind.2023.103994
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A Short Review on the Corrosion Behaviour of Wire and Arc Additive Manufactured Materials
- (2023) Davi Alves Marques et al. Metals
- Context awareness in process monitoring of additive manufacturing using a digital twin
- (2022) Raven T. Reisch et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Machine learning algorithms for defect detection in metal laser-based additive manufacturing: A review
- (2022) Yanzhou Fu et al. Journal of Manufacturing Processes
- Deep learning characterization of surface defects in the selective laser melting process
- (2022) Ruoxin Wang et al. COMPUTERS IN INDUSTRY
- Monitoring and flaw detection during wire-based directed energy deposition using in-situ acoustic sensing and wavelet graph signal analysis
- (2022) Benjamin Bevans et al. MATERIALS & DESIGN
- Deep Learning for Anomaly Detection
- (2021) Guansong Pang et al. ACM COMPUTING SURVEYS
- Defect-correlated fatigue resistance of additively manufactured Al-Mg4.5Mn alloy with in situ micro-rolling
- (2021) Cheng Xie et al. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
- A review on wire-arc additive manufacturing: typical defects, detection approaches, and multisensor data fusion-based model
- (2021) Xi Chen et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Comparison of Energy Consumption between Hybrid Deposition & Micro-Rolling and Conventional Approach for Wrought Parts
- (2020) Zhang Haiou et al. JOURNAL OF CLEANER PRODUCTION
- Fluctuation effects in Wire Arc Additive Manufacturing of aluminium analysed by high-speed imaging
- (2020) Tobias Hauser et al. Journal of Manufacturing Processes
- In Situ Additive Manufacturing Process Monitoring With an Acoustic Technique: Clustering Performance Evaluation Using K-Means Algorithm
- (2019) Hossein Taheri et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing
- (2019) Seyyed Hadi Seifi et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- End lateral extension path strategy for intersection in wire and arc additive manufactured 2319 aluminum alloy
- (2019) Runsheng Li et al. RAPID PROTOTYPING JOURNAL
- Micropore evolution in additively manufactured aluminum alloys under heat treatment and inter-layer rolling
- (2019) Jianglong Gu et al. MATERIALS & DESIGN
- Hybrid Processes in Additive Manufacturing
- (2018) Michael P. Sealy et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Layerwise Anomaly Detection in Laser Powder-Bed Fusion Metal Additive Manufacturing
- (2018) Mohamad Mahmoudi et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Relationship between pool characteristic and weld porosity in laser arc hybrid welding of AA6082 aluminum alloy
- (2017) Chen Zhang et al. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
- Lasers in additive manufacturing: A review
- (2017) Hyub Lee et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- Laser and Electron Beam Additive Manufacturing Methods of Fabricating Titanium Bone Implants
- (2017) Bartłomiej Wysocki et al. Applied Sciences-Basel
- Wire + Arc Additive Manufacturing
- (2016) S. W. Williams et al. MATERIALS SCIENCE AND TECHNOLOGY
- Wire-feed additive manufacturing of metal components: technologies, developments and future interests
- (2015) Donghong Ding et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Review of selective laser melting: Materials and applications
- (2015) C. Y. Yap et al. Applied Physics Reviews
- Metal Additive Manufacturing: A Review
- (2014) William E. Frazier JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE
- Electron Beam Additive Manufacturing of Titanium Components: Properties and Performance
- (2013) P. Edwards et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Cellular Ti–6Al–4V structures with interconnected macro porosity for bone implants fabricated by selective electron beam melting
- (2008) Peter Heinl et al. Acta Biomaterialia
- Characterization and comparison of direct and indirect converting X-ray detectors for non-destructive testing (NDT) in low-energy and high-resolution applications
- (2008) N. Uhlmann et al. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started