Konstantinos Gryllias

According to our database, Konstantinos Gryllias authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Deep Generative Models in Condition and Structural Health Monitoring: Opportunities, Limitations and Future Outlook.

Xin Yang, Chen Fang, Yunlai Liao, Jian Yang, Konstantinos Gryllias, Dimitrios Chronopoulos

CoRR, July, 2025

Reconstruction-based Deep Unsupervised Adaptive Threshold Support Vector Data Description for wind turbine anomaly detection.

Dandan Peng, Wim Desmet, Konstantinos Gryllias

Reliab. Eng. Syst. Saf., 2025

Planetary gear vibration monitoring using synchronous demodulation.

Rik Vaerenberg, Konstantinos Gryllias

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Small data challenges for intelligent prognostics and health management: a review.

Chuanjiang Li, Shaobo Li, Yixiong Feng, Konstantinos Gryllias, Fengshou Gu, Michael G. Pecht

Artif. Intell. Rev., August, 2024

A personalized federated meta-learning method for intelligent and privacy-preserving fault diagnosis.

Xiangjie Zhang, Chuanjiang Li, Changkun Han, Shaobo Li, Yixiong Feng, Haoyu Wang, Zuo Cui, Konstantinos Gryllias

Adv. Eng. Informatics, 2024

2022

A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles.

Chuanjiang Li, Shaobo Li, Ansi Zhang, Lei Yang, Enrico Zio, Michael G. Pecht, Konstantinos Gryllias

J. Comput. Des. Eng., 2022