AutoML-driven diagnostics of the feeder motor in fused filament fabrication machines from direct current signals
Author
Abstract
Suggested Citation
DOI: 10.1007/s10845-024-02332-3
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Peng Jieyang & Andreas Kimmig & Wang Dongkun & Zhibin Niu & Fan Zhi & Wang Jiahai & Xiufeng Liu & Jivka Ovtcharova, 2023. "A systematic review of data-driven approaches to fault diagnosis and early warning," Journal of Intelligent Manufacturing, Springer, vol. 34(8), pages 3277-3304, December.
- Attaran, Mohsen, 2017. "The rise of 3-D printing: The advantages of additive manufacturing over traditional manufacturing," Business Horizons, Elsevier, vol. 60(5), pages 677-688.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Florinda Matos & Radu Godina & Celeste Jacinto & Helena Carvalho & Inês Ribeiro & Paulo Peças, 2019. "Additive Manufacturing: Exploring the Social Changes and Impacts," Sustainability, MDPI, vol. 11(14), pages 1-18, July.
- Jia Tian & Xingqin Zhang & Shuangqing Zheng & Zhiyong Liu & Changshu Zhan, 2024. "Synergising an Advanced Optimisation Technique with Deep Learning: A Novel Method in Fault Warning Systems," Mathematics, MDPI, vol. 12(9), pages 1-25, April.
- Na Liu & Pui-Sze Chow & Hongshan Zhao, 2020. "Challenges and critical successful factors for apparel mass customization operations: recent development and case study," Annals of Operations Research, Springer, vol. 291(1), pages 531-563, August.
- Jaya Priyadarshini & Rajesh Kr Singh & Ruchi Mishra & Surajit Bag, 2022. "Investigating the interaction of factors for implementing additive manufacturing to build an antifragile supply chain: TISM-MICMAC approach," Operations Management Research, Springer, vol. 15(1), pages 567-588, June.
- Watanabe, Chihiro & Akhtar, Waleed & Tou, Yuji & Neittaanmäki, Pekka, 2021. "Amazon's New Supra-Omnichannel: Realizing Growing Seamless Switching for Apparel During COVID-19," Technology in Society, Elsevier, vol. 66(C).
- Shivam Gupta & Sachin Modgil & Piera Centobelli & Roberto Cerchione & Serena Strazzullo, 2022. "Additive Manufacturing and Green Information Systems as Technological Capabilities for Firm Performance," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 515-534, December.
- Tullio de Rubeis & Annamaria Ciccozzi & Letizia Giusti & Dario Ambrosini, 2022. "The 3D Printing Potential for Heat Flow Optimization: Influence of Block Geometries on Heat Transfer Processes," Sustainability, MDPI, vol. 14(23), pages 1-19, November.
- Konstantinos Kalkanis & Kyriaki Kiskira & Panagiotis Papageorgas & Stavros D. Kaminaris & Dimitrios Piromalis & George Banis & Dimitrios Mpelesis & Athanasios Batagiannis, 2023. "Advanced Manufacturing Design of an Emergency Mechanical Ventilator via 3D Printing—Effective Crisis Response," Sustainability, MDPI, vol. 15(4), pages 1-13, February.
- Salmon, F. & Ghadim, H. Benisi & Godin, A. & Haillot, D. & Veillere, A. & Lacanette, D. & Duquesne, M., 2024. "Optimizing performance for cooling electronic components using innovative heterogeneous materials," Applied Energy, Elsevier, vol. 362(C).
- Polterovich, Victor, 2024. "Формирование Отечественных Сетей Добавленной Стоимости [Formation of domestic value-added networks]," MPRA Paper 121661, University Library of Munich, Germany.
- Robert B. Handfield & James Aitken & Neil Turner & Tillmann Boehme & Cecil Bozarth, 2022. "Assessing Adoption Factors for Additive Manufacturing: Insights from Case Studies," Logistics, MDPI, vol. 6(2), pages 1-22, June.
- Antonio Sartal & Josep Llach & Fernando León-Mateos, 2022. "“Do technologies really affect that much? exploring the potential of several industry 4.0 technologies in today’s lean manufacturing shop floors”," Operational Research, Springer, vol. 22(5), pages 6075-6106, November.
- Lesmana, Luthfan Adhy & Aziz, Muhammad, 2023. "Adoption of triply periodic minimal surface structure for effective metal hydride-based hydrogen storage," Energy, Elsevier, vol. 262(PA).
- Cui, Weiwei & Yang, Yiran & Di, Lei, 2023. "Modeling and optimization for static-dynamic routing of a vehicle with additive manufacturing equipment," International Journal of Production Economics, Elsevier, vol. 257(C).
- Sebastian Larsen & Paul A. Hooper, 2022. "Deep semi-supervised learning of dynamics for anomaly detection in laser powder bed fusion," Journal of Intelligent Manufacturing, Springer, vol. 33(2), pages 457-471, February.
- Alma van Oudheusden & Julieta Bolaños Arriola & Jeremy Faludi & Bas Flipsen & Ruud Balkenende, 2023. "3D Printing for Repair: An Approach for Enhancing Repair," Sustainability, MDPI, vol. 15(6), pages 1-33, March.
- Matthias M. Meyer & Andreas H. Glas & Michael Eßig, 2021. "Systematic review of sourcing and 3D printing: make-or-buy decisions in industrial buyer–supplier relationships," Management Review Quarterly, Springer, vol. 71(4), pages 723-752, October.
- Shirin Khaki & Maud Rio & Philippe Marin, 2022. "Characterization of Emissions in Fab Labs: An Additive Manufacturing Environment Issue," Sustainability, MDPI, vol. 14(5), pages 1-23, March.
- Davide Castellani & Fabio Lamperti & Katiuscia Lavoratori, 2022. "Measuring adoption of industry 4.0 technologies via international trade data: insights from European countries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(1), pages 51-93, March.
- Jiasheng Yan & Yang Sui & Tao Dai, 2025. "A Particle Swarm Optimization-Based Ensemble Broad Learning System for Intelligent Fault Diagnosis in Safety-Critical Energy Systems with High-Dimensional Small Samples," Mathematics, MDPI, vol. 13(5), pages 1-21, February.
More about this item
Keywords
Additive manufacturing; Non-destructive evaluation; Machine learning;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:joinma:v:36:y:2025:i:3:d:10.1007_s10845-024-02332-3. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.