Accepted Special Sessions

SS16- Artificial Intelligence Based Distributed Fault Diagnosis and Prognosis in Industrial Applications

2020/1/18 23:12:34

Special Session Organized by

Ming Yu, Hefei University of Technology, China; Yongping Pan, Sun Yat-sen University, China; Ming Li, Ocean University of China, China; Bin Zhang, University of South Carolina, United States;


Fault diagnosis and prognosis, as a technology to ensure the safety and reliability of systems, is playing an increasingly essential role in industrial applications. Existing diagnosis and prognosis methods mostly employ a centralized architecture, however, with the continuous increase in complexity of industrial systems, the centralized methods are becoming increasingly computationally expensive, and do not scale well as the size of the system increases. Therefore, distributed architecture offers an effective solution to fault diagnosis and prognosis framework of complex industrial systems.
Meanwhile, emerging technologies such as intelligence algorithms (e.g., competitive swarm optimizer, fuzzy logic, artificial neural network, etc.) and deep learning are undergoing rapid development in recent years and have potentials to promote further development of fault diagnosis and prognosis.
However, how to effectively incorporate artificial intelligence technologies with distributed fault diagnosis and prognosis architectures is an important and challenging problem. This special session aims at providing timely solutions for the above-proposed problems through bringing together the researchers and practitioners from industry and academia.


Topics of interest include, but are not limited to

  • Prognostics and System Health Management
  • Condition-Based Maintenance Strategies
  • Process Performance Monitoring
  • Distributed Fault Diagnosis and Prognosis
  • Artificial Intelligence Based Distributed Fault Diagnosis and Prognosis
  • Intelligence Algorithms Based Distributed Fault Estimation

Submissions Procedure

All the instructions for paper submission are included in the conference website indin2020.com.


Deadlines

Deadline for submission of papers: March 07, 2020
Notification of acceptance of papers: April 18, 2020
Final manuscripts due: May 09, 2020

Download Call for Papers

Click here to download this special session call for papers

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IMPORTANT DATES

Date

July 12-15, 2020

Online Registration Deadline

July 6, 2020

On-site Registration Dates

July 12-15, 2020