Multi-scale signal transformer with signal processing-based attention interpretation for fault diagnosis of rotating machinery under variable speed conditions

Sungjong Kim, Seungyun Lee, Jiwon Lee, Minjae Kim, Heonjun Yoon, Byeng D. Youn. Multi-scale signal transformer with signal processing-based attention interpretation for fault diagnosis of rotating machinery under variable speed conditions. Rel. Eng. & Sys. Safety, 271:112243, 2026. [doi]

@article{KimLLKYY26,
  title = {Multi-scale signal transformer with signal processing-based attention interpretation for fault diagnosis of rotating machinery under variable speed conditions},
  author = {Sungjong Kim and Seungyun Lee and Jiwon Lee and Minjae Kim and Heonjun Yoon and Byeng D. Youn},
  year = {2026},
  doi = {10.1016/j.ress.2026.112243},
  url = {https://doi.org/10.1016/j.ress.2026.112243},
  researchr = {https://researchr.org/publication/KimLLKYY26},
  cites = {0},
  citedby = {0},
  journal = {Rel. Eng. & Sys. Safety},
  volume = {271},
  pages = {112243},
}