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Janne Juoksukangas

Tampere University

Tampere, FIN-33101

Finland

  • Tampere University

SCHOLARLY PAPERS

3

DOWNLOADS

120

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Study of the correlation between acoustic emission signals and fretting characteristics in large flat-on-flat fretting contact using machine learning

Number of pages: 67 Posted: 10 Jan 2026
Seyedmorteza Khoshroo, Repekka Kovanen, Jouko Hintikka, Antti Mäntylä, Joona Vaara, Tero Frondelius and Janne Juoksukangas
Tampere University, Tampere University, R&D and Engineering, R&D and Engineering, Wärtsilä, Wärtsilä and Tampere University
Downloads 53 (1,031,043)

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Fretting damage, Acoustic emission, Unsupervised machine learning

2.

Fretting Degradation in Large Flat-on-Flat Contact Under Oil Lubrication: Effect of Displacement Amplitude

Downloads 45 (1,145,425)

Fretting Degradation in Large Flat-on-Flat Contact Under Oil Lubrication: Effect of Displacement Amplitude

Number of pages: 31 Posted: 25 Jan 2025
Amirhossein Zabihi, Janne Juoksukangas, Jouko Hintikka, Turkka Salminen, Antti Mäntylä, Joona Vaara, Tero Frondelius and Minnamari Vippola
Tampere University, Tampere University, R&D and Engineering, Tampere University, R&D and Engineering, Wärtsilä, affiliation not provided to SSRN and Tampere University
Downloads 31 (1,356,108)

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Fretting degradation, Oil lubrication, Adhesive damage, Crack analysis

Fretting Degradation in Large Flat-on-Flat Contact Under Oil Lubrication: Effect of Displacement Amplitude

Number of pages: 28 Posted: 14 Feb 2025
Amirhossein Zabihi, Janne Juoksukangas, Jouko Hintikka, Turkka Salminen, Antti Mäntylä, Joona Vaara, Tero Frondelius and Minnamari Vippola
Tampere University, Tampere University, R&D and Engineering, Tampere University, R&D and Engineering, Wärtsilä, Wärtsilä and Tampere University
Downloads 14 (1,579,999)

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Fretting degradation, Oil lubrication, Adhesive damage, Crack analysis

3.

Acoustic Emission-Based Identification of Early-Stage Cracking in Flat-on-Flat Fretting Contact Using Machine Learning

Number of pages: 60 Posted: 23 Feb 2026
Seyedmorteza Khoshroo, Repekka Kovanen, Jouko Hintikka, Antti Mäntylä, Joona Vaara, Tero Frondelius and Janne Juoksukangas
Tampere University, Tampere University, R&D and Engineering, R&D and Engineering, Wärtsilä, Wärtsilä and Tampere University
Downloads 22 (1,424,331)

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Crack initiation, Crack propagation, Fretting fatigue, acoustic emission, Self-organizing map, K-means clustering