Hybrid Computational Intelligent Systems

Chapter 22 Comparative study of generative adversarial networks for sensor data generation-based remaining useful life classification

Anindya Chatterjee, Indrajit Kar, Rik Das, Sudipta Mukhopadhyay, Jaiyesh Chahar, and Pravar Kulbhushan

Siemens Technology Services Pvt. Ltd.

DOI: 10.1201/9781003381167-22

Contents

• 22.1 Introduction and motivation
• 22.2 Related work
• 22.3 Proposed technique
• 22.4 Research methodology
• 22.5 Experimental setup
• 22.6 Result and discussion
• 22.7 Conclusion
• References

22.1 Introduction and motivation

For estimating the breakdown of modern time equipment which are Multiphysics in nature, Remaining Useful Life (RUL) is significantly applicable [1]. A multiphysics system represents devices working on various concepts ...