Dual Aspect Self-Attention based on Transformer for Remaining Useful Life Prediction

30 June 2021

Papers citing "Dual Aspect Self-Attention based on Transformer for Remaining Useful Life Prediction"

8 / 8 papers shown

Title
A Transformer-Based Approach for Diagnosing Fault Cases in Optical Fiber Amplifiers Dominic Schneider Lutz Rapp Christoph Ament 19 0 0 28 Apr 2025
Sparse Low-Ranked Self-Attention Transformer for Remaining Useful Lifetime Prediction of Optical Fiber Amplifiers Dominic Schneider Lutz Rapp 24 0 0 22 Sep 2024
Spatio-temporal Attention-based Hidden Physics-informed Neural Network for Remaining Useful Life Prediction Feilong Jiang Xiaonan Hou Min Xia 19 1 0 20 May 2024
Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems Ruonan Liu Quanhu Zhang Te Han AI4CE 25 2 0 11 Dec 2023
TFBEST: Dual-Aspect Transformer with Learnable Positional Encoding for Failure Prediction Rohan Mohapatra Saptarshi Sengupta 11 3 0 06 Sep 2023
Multi-Dimensional Self Attention based Approach for Remaining Useful Life Estimation Zhi Lai Mengjuan Liu Yunzhu Pan Dajiang Chen 13 5 0 12 Dec 2022
LAMA-Net: Unsupervised Domain Adaptation via Latent Alignment and Manifold Learning for RUL Prediction Manu Joseph Varchita Lalwani AI4CE 8 2 0 17 Aug 2022
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 167 3,855 0 14 Dec 2020