Intelligent Fault Diagnosis and Prognosis for System Health Management
A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence".
Deadline for manuscript submissions: 20 July 2026 | Viewed by 284
Special Issue Editors
2. International Innovation Institute, Beihang University, Hangzhou 311115, China
Interests: batteries; fault diagnosis; prognostics and health management; deep learning; transfer learning; remaining useful life prediction
Special Issues, Collections and Topics in MDPI journals
Interests: PHM; sensor; AI
Special Issue Information
Dear Colleagues,
This Special Issue focuses on intelligent techniques for system reliability and safety. As modern systems grow more complex, traditional methods fall short. We seek contributions exploring novel ways in intelligent fault diagnosis using AI, machine, and deep learning. Works on developing prognosis models for early failure prediction are also welcome. Articles may cover diverse applications ranging from industrial systems to aerospace engineering.
Prof. Dr. Jian Ma
Guest Editor
Dr. Hualiang Wang
Dr. Jinsong Zhao
Guest Editor Assistants
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 250 words) can be sent to the Editorial Office for assessment.
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. Applied Sciences 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 2400 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.
Keywords
- intelligent fault diagnosis
- fault prognosis
- system health management
- AI algorithms
- predictive maintenance
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.
