Special Issue "Industrial Big Data and Process Modelling for Smart Manufacturing"
Deadline for manuscript submissions: 31 March 2023 | Viewed by 3636
Interests: artificial intelligence; machine learning; industry 4.0
Interests: data science and engineering; smart manufacturing; process modeling and optimization; project management
Interests: artificial intelligence; machine learning; natural language processing; industry 4.0
Interests: applied informatics; discrete systems modeling and simulation; multi agent systems; artificial intelligence; ontology engineering
Special Issues, Collections and Topics in MDPI journals
Industry and manufacturing are in the process of unprecedented transformations. The goals of these transformations are to enable production with a higher yield, higher quality, lower costs, lower environmental impact and increased flexibility moving from mass production to mass personalization. The availability of big data and the recent advances in artificial intelligence and process modelling are the keys to these changes. The emergence of techniques such as deep learning and the spreading of technologies such as the Internet of Things has boosted this evolution, actively supported by new achievements in mathematics and artificial intelligence methods focused on the formalisms and algorithm development.
This Special Issue will gather a collection of articles reflecting the latest developments in artificial intelligence and smart manufacturing, including machine (deep) learning, process modelling, big data, soft computing techniques, cyber-physical systems, reinforcement learning, intelligent multi-agent systems, and others.
Contributions are welcome on both theoretical and practical models. The selection criteria consider the formal and technical soundness, experimental support, and the relevance of the contribution.
Prof. Stefano Carrino
Assoc. Prof. Vicente Rodríguez Montequín
Prof. Hatem Ghorbel
Dr. Ivana Budinská
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.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1800 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.
- Industry 4.0
- Smart manufacturing
- Process modelling
- Process optimization
- Computational Intelligence
- Artificial intelligence
- (Deep) Machine learning
- Multi-agent systems
- Reinforcement learning
- Soft Computing
- Nature Inspired Computing
- Knowledge Base
- Big data
- Cyber-physical systems
- Internet of Things