Zonunfeli Ralte

Meet Feli, Co-founder RastrAI Private Limited with an impressive track record of over 15 years of experience in the BFSI industry. Throughout her career, Feli has worked extensively in BFSI and AR, accumulating a wealth of knowledge and insights that make her an invaluable asset to any organization operating in these sectors. In addition to her deep understanding of BFSI, Feli has also acquired significant expertise in analytics, natural language processing (NLP), and computer vision (CV). Her passion for research and innovation has led to the publication of three research papers in IEEE journals, two of which have been recognized with best paper awards.

All Sessions by Zonunfeli Ralte

DLDC 2023

May 27, 2023
15:50

[Paper Presentation] Multi-Modal Vibration Analysis of Industrial Motors using Cross-Attention-Based Transformers for Fault Diagnosis

15:50 - 16:20

This research paper introduces a cross-attention-based transformer model that utilizes multi-modal data (such as heat signature and acoustic signals) to detect faults in mechanical systems. The proposed model shows improved accuracy in fault diagnosis compared to traditional methods by leveraging the correlations between different modalities and employing a two-stage classification process. The results demonstrate the potential of multi-modal vibration analysis for accurate mechanical fault detection.

Zonunfeli Ralte

All Sessions by Zonunfeli Ralte

DLDC 2023

[Paper Presentation] Multi-Modal Vibration Analysis of Industrial Motors using Cross-Attention-Based Transformers for Fault Diagnosis

Don’t forget:

aug

24, 2024

Virtual

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