Comparison of independent component analysis and principal component analysis for remaining useful life prediction of rolling element bearings

Sachin G. Jagdale & Vijayshree A. More

Safety and Reliability2026https://doi.org/10.1080/09617353.2026.2614735article
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https://doi.org/https://doi.org/10.1080/09617353.2026.2614735

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@article{sachin2026,
  title        = {{Comparison of independent component analysis and principal component analysis for remaining useful life prediction of rolling element bearings}},
  author       = {Sachin G. Jagdale & Vijayshree A. More},
  journal      = {Safety and Reliability},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1080/09617353.2026.2614735},
}

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Comparison of independent component analysis and principal component analysis for remaining useful life prediction of rolling element bearings

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Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

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