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cs.LG2024
Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism
Marzieh Mirzaeibonehkhater, Mohammad Ali Labbaf-Khaniki, Mohammad Manthouri
Bearing fault detection is a critical task in predictive maintenance, where accurate and timely fault identification can prevent costly downtime and equipment damage. Traditional a…
cs.LG2024★ 3 cited
Twin Transformer using Gated Dynamic Learnable Attention mechanism for Fault Detection and Diagnosis in the Tennessee Eastman Process
Mohammad Ali Labbaf-Khaniki, Mohammad Manthouri, Hanieh Ajami
Fault detection and diagnosis (FDD) is a crucial task for ensuring the safety and efficiency of industrial processes. We propose a novel FDD methodology for the Tennessee Eastman P…