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20172022

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  • 2022

    Failure Detection and Isolation by LSTM Autoencoder

    Toikka, T., Laitinen, J. & Koskinen, K. T., 2022, 15th WCEAM Proceedings. Pinto, J. O., Kimpara, M. L., Reis, R. R., Seecharan, T., Upadhyaya, B. R. & Amadi-Echendu, J. (eds.). Springer, p. 390-399 10 p. (Lecture Notes in Mechanical Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  • 2020

    Life End Stock Need Estimation for Repairable Spare Components of Obsoleting Fleet by Simulation

    Toikka, T., Laitinen, J. & Koskinen, K. T., 2020, Engineering Assets and Public Infrastructures in the Age of Digitalization: Proceedings of the 13th World Congress on Engineering Asset Management. Liyanage, J. P., Amadi-Echendu, J. & Mathew, J. (eds.). Springer, p. 521-529 9 p. (Lecture Notes in Mechanical Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review