Personal profile
Education/Academic qualification
Master's degree, Natural Sciences, Aalto University
Award Date: 29 Jun 2020
Master's degree, Natural Sciences, University of Helsinki
Award Date: 6 May 2019
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Collaborations and top research areas from the last five years
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A stage-gate decision process for guiding the development of AI solutions for preventive maintenance
Leppinen, J., Salo, A. & Compare, M., Jan 2026, In: EURO Journal on Decision Processes. 14, p. 1-15 15 p., 100063.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Decision models for preventive maintenance of technical systems
Leppinen, J., 2026, Aalto University. 113 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
An optimization model for determining cost-efficient maintenance policies for multi-component systems with economic and structural dependencies
Leppinen, J., Punkka, A., Ekholm, T. & Salo, A., Jan 2025, In: Omega: International Journal of Management Science. 130, 103162.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile11 Citations (Scopus)84 Downloads (Pure) -
Balancing Downtime and Maintenance Costs for Multi-Component Systems with Economic and Structural Dependencies
Leppinen, J. & Salo, A., 2025, Proceedings of the 35th European Safety and Reliability Conference (ESREL 2025) and the 33rd Society for Risk Analysis Europe Conference (SRA-E 2025). Research Publishing Services, p. 1476-1483Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Projects
- 3 Finished
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RECET4Rail: RELIABLE ENERGY AND COST EFFICIENT TRACTION SYSTEM FOR RAILWAY
Salo, A. (Principal investigator), Punkka, A. (Principal investigator) & Leppinen, J. (Project Member)
01/01/2021 → 31/12/2022
Project: EU Other competitive funding
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Systemchange.now
Punkka, A. (Principal investigator), Oksanen, S. (Project Member), Leppinen, J. (Project Member), Suominen, T. (Project Member), Virasjoki, V. (Project Member) & Shaw, M. (Project Member)
01/09/2019 → 31/12/2020
Project: Other external funding: Ministry of Education funding
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-: Profi5-ryhmä Salo T30223
Naukkarinen, O. (Principal investigator), Andelmin, J. (Project Member), Dillon, E. (Project Member), Roponen, J. (Project Member), Leppinen, J. (Project Member), Olander, L. (Project Member) & de la Barra, J. (Project Member)
01/04/2019 → 31/08/2023
Project: Academy of Finland: Competitive funding to strengthen university research profiles