Special Issue "Machine Learning in Manufacturing Technology and Systems"
Deadline for manuscript submissions: closed (20 January 2022) | Viewed by 14774
Interests: machining processes and automation; intelligent computation for manufacturing technology and systems; cognitive sensor applications for process monitoring; reconfigurable and flexible machine tools
Special Issues, Collections and Topics in MDPI journals
Modern manufacturing systems are ever more developing as cyber–physical systems that are able to collect data from the surrounding physical environment and use it in order to make autonomous decisions using smart functionalities.
Such systems increasingly rely on the employment of heterogeneous sensors to collect data from the manufacturing process, product, and system which can be utilized for different purposes such as the condition monitoring of machines, processes and tools; predictive maintenance; quality control; resource management; etc. To effectively take advantage of these sensors in view of realizing the smart factories of the future, artificial intelligence techniques such as machine learning can be applied.
AI methods are taken to include the development and implementation of paradigms that exhibit characteristics associated with intelligence in human behavior. Machine learning is a subset of AI, representing one of the ways to achieve AI through systems that can learn by themselves from experience and get smarter and smarter over time without human intervention.
This special issue particularly welcomes papers from all over the world on the topic of machine learning paradigms in manufacturing systems.
Prof. Dr. Doriana Marilena D’Addona
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
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Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2300 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
- machine learning
- intelligent manufacturing systems
- smart manufacturing
- cognitive systems
- cognitive process and condition monitoring