Fingerprint Dive into the research topics where BA2401 Machine health is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.

Bearings (structural) Engineering & Materials Science
Condition monitoring Engineering & Materials Science
Wear of materials Engineering & Materials Science
Machinery Engineering & Materials Science
Industry Engineering & Materials Science
Risk assessment Engineering & Materials Science
Monitoring Engineering & Materials Science
Asset management Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.


No photo of Jari Halme

Jari Halme

Person: Senior Scientists

Photo of Eetu Heikkilä

Eetu Heikkilä

Person: Research Scientists

No photo of Petri Kaarmila

Petri Kaarmila

Person: Research Scientists


Projects 2015 2018

MANTIS: Cyber Physical System based Proactive Collaborative Maintenance

Jantunen, E.


Project: Research

Research Output 1987 2019

Are collaborative robots safe?

Malm, T., Salmi, T., Marstio, I. & Aaltonen, I., 15 Aug 2019, (Accepted/In press) Automaatiopäivät23 Proceedings. 8 p. 16

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

Open Access
Force measurement
Industrial robots
Pressure measurement
Risk assessment

A Review of Aeronautical Fatique Investigations in Finland April 2017 - March 2019

Viitanen, T. (ed.) & Siljander, A. (ed.), 30 Apr 2019, VTT Technical Research Centre of Finland. 75 p. (ICAF National Review - Finland; No. VTT-CR-00352-19).

Research output: Book/ReportReportProfessional

Open Access
Fatigue of materials
Military aircraft
Structural integrity

Arrowhead framework services for condition monitoring and maintenance based on the open source approach

Campos, J., Sharma, P., Albano, M., Jantunen, E., Baglee, D. & Ferreira, L. L., 2019. 6 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Bearings (structural)
Condition monitoring
Open systems
Signal systems

Activities 1999 2019

  • 38 Publication Peer-review
  • 1 Organising a conference, workshop, ...
  • 1 Oral presentation

Digital Design Practices for Safe and Reliable Autonomy

Eetu Heikkilä (Speaker)
2 Jul 2019

Activity: Talk or presentation typesOral presentation

Computers in Industry (Journal)

Erkki Jantunen (Reviewer)
2018 → …

Activity: Publication peer-review and editorial work typesPublication Peer-review

9th International Conference on Safety of Industrial Automated Systems, SIAS 2018

Timo Malm (Member of scientific or program committee)

Activity: Participating in or organising an event typesOrganising a conference, workshop, ...