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Henri Vainio

20162023

Research activity per year

Personal profile

Education/Academic qualification

Master of Science (Technology), Mechanical Engineering

Award Date: 4 Jun 2014

Other or Unknown Education in Technology, Lower-Degree Level Tertiary Education

Award Date: 6 Mar 2013

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Collaborations and top research areas from the last five years

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  • 4 Conference contribution
  • 2 Article
  • 1 Commissioned report
  • 1 Chapter

  • A Graph-Based Model Reduction Method for Digital Twins

    Chakraborti, A., Vainio, H., Koskinen, K. T. & Lammi, J., Jul 2023, In: Machines. 11, 7, 733.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    30 Downloads (Pure)

  • Remote Data Collection Motivational Drivers, Challenges, and Potential Solutions in Industrial SME Companies

    Mäkiaho, T., Kallio, T., Vainio, H., Laitinen, J. & Koskinen, K., 2023, 16th WCEAM Proceedings, 2022. Crespo Márquez, A., Gómez Fernández, J. F., González-Prida Díaz, V. & Amadi-Echendu, J. (eds.). Springer, p. 172-181 10 p. (Lecture Notes in Mechanical Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    14 Downloads (Pure)

  • Wear Parameter Diagnostics of Industrial Milling Machine with Support Vector Regression

    Mäkiaho, T., Vainio, H. & Koskinen, K., 17 Mar 2023, In: Machines. 11, 3, 16 p., 395.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    15 Citations (Scopus)
    25 Downloads (Pure)

  • Model-based wear prediction of milling machine blades

    Mäkiaho, T., Vainio, H. & Koskinen, K., 2022, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022. p. 1113-1123 11 p. (Procedia Computer Science; vol. 207).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    29 Downloads (Pure)

  • Evidential Reasoning based Digital Twins for Performance Optimization of Complex Systems

    Chakraborti, A., Heininen, A., Väänänen, S., Koskinen, K. T. & Vainio, H., 2021, Procedia CIRP: 54th CIRP CMS 2021 - Towards Digitalized Manufacturing 4.0. Mourtzis, D. (ed.). Elsevier, p. 618-623 6 p. (Procedia CIRP; vol. 104).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    76 Downloads (Pure)
View all 8 research outputs