Research output per year
Research output per year
Research output
- 44 results
Search results
-
2025
Connected Mobile Machine Lifetime Cyber Security (COMMA) – Project results
Malm, T., Berger, J., Salonen, J., Linnosmaa, J., Ranta, A., Seppälä, J., Silverajan, B., Zhao, H., Heikkilä, M., Järveläinen, J. & Panina, E., 10 Jan 2025, VTT Technical Research Centre of Finland. 13 p.Research output: Book/Report › Report
Open AccessFile35 Downloads (Pure) -
Physics-informed machine learning surrogate models: Enhancing data-driven forecasting for digital twins in mineral processing
Seppi, M., Linnosmaa, J. & Zeb, A., 1 Sept 2025, In: Minerals Engineering. 230, 109424.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
2024
Benchmark Exercise on Safety Engineering Practices: Results and Recommendations
Helminen, A., Immonen, E., Linnosmaa, J. & Laarni, J., Jun 2024, Advances in Reliability, Safety and Security: Complex Systems and Critical Infrastructures Business Continuity Modelling and Optimization & Reliability, Safety and Security Related Management Systems. Kołowrocki, K. & Magryta-Mut, B. (eds.). Gdynia: Polskie towarzystwo bezpieczeństwa i niezawodności, Vol. 8. p. 45-52Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile63 Downloads (Pure) -
Developing deep learning surrogate models for digital twins in mineral processing – A case study on data-driven multivariate multistep forecasting
Zeb, A., Linnosmaa, J., Seppi, M. & Saarela, O., 15 Sept 2024, In: Minerals Engineering. 216, 108867.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)96 Downloads (Pure) -
Generative methods for microstructure 3D reconstruction from 2D images
Linnosmaa, J., 16 Jun 2024, Tampere: University of Tampere. 99 p.Research output: Thesis › Master's thesis
Open Access -
Innovative data handling, processing, fusion, and decision framework technologies used for assessing cemented waste package safety and maintenance strategies: Deliverable 7.7: Euratom project PREDIS
Linnosmaa, J., Mätäsniemi, T., Jokinen, T., Kaarmila, P., Hakkarainen, T., Botta, E., Bryntesen, T.-R. & Szőke, R., 21 Feb 2024, European Commission EC. 77 p.Research output: Book/Report › Report
Open AccessFile141 Downloads (Pure) -
Multivariate multistep forecasting surrogates for process control and optimisation using digital twins
Linnosmaa, J., Zeb, A., Seppi, M. & Verma, N., 21 Oct 2024.Research output: Contribution to conference › Conference Poster › Scientific
Open AccessFile20 Downloads (Pure) -
System of systems modelling for safety and cyber security assessments
Linnosmaa, J., Alanen, J., Karadeniz, S., Tiusanen, R., Berger, J., Malm, T. & Viitanen, K., 21 Oct 2024, VTT Technical Research Centre of Finland. 49 p. (VTT Research Report; No. VTT-R-00555-24).Research output: Book/Report › Report
Open AccessFile153 Downloads (Pure) -
2023
Benchmark Exercise on Safety Engineering Practices: Management Plan Concept
Immonen, E., Helminen, A., Linnosmaa, J. & Laarni, J., 2023, Proceedings of the 33rd European Safety and Reliability Conference (ESREL 2023). Brito, M. P., Aven, T., Baraldi, P., Cepin, M. & Zio, E. (eds.). European Safety and Reliability Association (ESRA), p. 684-691 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile33 Downloads (Pure) -
Demonstration of a Model-based Approach for Formal Verification of I&C Logics
Linnosmaa, J., Pakonen, A. & Alanen, J., Jul 2023, 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2023). American Nuclear Society (ANS), p. 1441-1450 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile64 Downloads (Pure) -
Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records
Antikainen, E., Linnosmaa, J., Umer, A., Oksala, N., Eskola, M., van Gils, M., Hernesniemi, J. & Gabbouj, M., Dec 2023, In: Scientific Reports. 13, 1, p. 3517 1 p., 3517.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile17 Citations (Scopus)59 Downloads (Pure) -
2022
Benchmark Exercise on Nuclear Safety Engineering Practices
Immonen, E., Linnosmaa, J., Helminen, A. & Alanen, J., 2022, Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022): Understanding and Managing Risk and Reliability for a Sustainable Future. Chiara Leva, M., Patelli, E., Podofillini, L. & Wilson, S. (eds.). Research Publishing Services, p. 1026-1033Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Hybrid ontology for safety, security, and dependability risk assessments and Security Threat Analysis (STA) method for industrial control systems
Alanen, J., Linnosmaa, J., Malm, T., Papakonstantinou, N., Ahonen, T., Heikkilä, E. & Tiusanen, R., Apr 2022, In: Reliability Engineering and System Safety. 220, 20 p., 108270.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access56 Citations (Scopus) -
Model Driven Engineering for Resilience of Systems with Black Box and AI-based Components
Papakonstantinou, N., Hale, B., Linnosmaa, J., Salonen, J. & Bossuyt, D. L. V., 20 Sept 2022, 68th Annual Reliability and Maintainability Symposium, RAMS 2022. IEEE Institute of Electrical and Electronic Engineers, 7 p. (Proceedings - Annual Reliability and Maintainability Symposium, Vol. 2022-January).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
4 Citations (Scopus) -
Review of cybersecurity risk analysis methods and tools for safety critical industrial control systems
Alanen, J., Linnosmaa, J., Pärssinen, J., Kotelba, A. & Heikkilä, E., 21 Apr 2022, VTT Technical Research Centre of Finland. 46 p. (VTT Research Report; No. VTT-R-00298-22).Research output: Book/Report › Report
Open AccessFile1358 Downloads (Pure) -
Security and Safety Integration for the Nuclear Instrumentation and Control Systems
Linnosmaa, J., Papakonstantinou, N., Malm, T., Kotelba, A. & Parssinen, J., 2022, 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation, ETFA 2022. IEEE Institute of Electrical and Electronic Engineers, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Semantic segmentation for the analysis of creep voids in metallic materials
Zeb, A., Linnosmaa, J., Pohja, R. & Pakarinen, J., 16 Nov 2022.Research output: Contribution to conference › Conference Poster › Scientific
File44 Downloads (Pure) -
2021
A Zero Trust Hybrid Security and Safety Risk Analysis Method
Papakonstantinou, N., Van Bossuyt, D. L., Linnosmaa, J., Hale, B. & O’Halloran, B., Oct 2021, In: Journal of Computing and Information Science in Engineering. 21, 5, 10 p., 050907.Research output: Contribution to journal › Article › Scientific › peer-review
31 Citations (Scopus) -
Combining system architecture modelling with dynamic process simulation for early stage fault and effect analysis
Linnosmaa, J., Hauge, A., Sechi, F. & Sirola, M., Jun 2021, 12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2021). American Nuclear Society (ANS), p. 997-1006Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile69 Downloads (Pure) -
Early Modelling of Interactions Between Humans, AI and Low Level Automation Towards System Resilience
Linnosmaa, J., Papakonstantinou, N. & Ory, E., 4 Feb 2021, Proceedings of the 15th MODPROD Workshop 2021: Digital engineering for a resource efficient and circular industry. Linköping University Electronic Press, 1 p. (MODPROD Proceedings; No. 15, Vol. 26). (Linköping Electronic Press Workshop and Conference Collection).Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Scientific
Open Access -
Specification on the key features of efficient and integrated safety engineering process: Deliverable 2.3: Euratom project BESEP
Linnosmaa, J., Alanen, J., Helminen, A., Immonen, E. & Holy, J., 1 Aug 2021, European Commission EC. 48 p.Research output: Book/Report › Report
Open AccessFile115 Downloads (Pure) -
Survey of cybersecurity standards for nuclear instrumentation and control systems
Linnosmaa, J., Papakonstantinou, N., Malm, T., Kotelba, A. & Pärssinen, J., 15 Nov 2021, International Symposium on Future I&C for Nuclear Power Plants, ISOFIC 2021: Proceedings. Okayama University, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific
Open AccessFile725 Downloads (Pure) -
2020
Applicability of AADL in modelling the overall I&C architecture of a nuclear power plant
Linnosmaa, J., Pakonen, A., Papakonstantinou, N. & Karpati, P., 18 Oct 2020, Proceedings - IECON 2020: 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE Institute of Electrical and Electronic Engineers, p. 4337-4344Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile4 Citations (Scopus)91 Downloads (Pure) -
Early combined safety: security Defense in Depth assessment of complex systems
Papakonstantinou, N., Linnosmaa, J., Bashir, A. Z., Malm, T. & Van Bossuyt, D. L., Jan 2020, 2020 Annual Reliability and Maintainability Symposium: RAMS 2020. IEEE Institute of Electrical and Electronic Engineers, 9153599. (Proceedings - Annual Reliability and Maintainability Symposium, Vol. 2020-January).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
12 Citations (Scopus) -
Early stage safety assessment using a system model as input
Sechi, F., Hauge, A., Sirola, M., Olsen, S., Linnosmaa, J. & Sarshar, S., 21 Oct 2020, Institute for Energy Technology (IFE). 96 p. (OECD Halden Reactor Project; No. HWR-1287).Research output: Book/Report › Report
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Intuitive Adaptive Robotics: "I will take care of it!"
Tikka, P. & Linnosmaa, J., 26 Nov 2020.Research output: Contribution to conference › Conference Poster › Scientific
Open AccessFile51 Downloads (Pure) -
Machine learning in safety critical industry domains
Linnosmaa, J., Tikka, P., Suomalainen, J. & Papakonstantinou, N., 20 Oct 2020, Tampere: VTT Technical Research Centre of Finland. 27 p. (VTT Research Report; No. VTT-R-01124-20).Research output: Book/Report › Report
Open AccessFile317 Downloads (Pure) -
Towards a zero trust hybrid security and safety risk analysis method
Papakonstantinou, N., van Bossuyt, D. L., Linnosmaa, J., Hale, B. & O’Halloran, B., 3 Nov 2020, ASME 2020 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: 40th Computers and Information in Engineering Conference (CIE). American Society of Mechanical Engineers (ASME), Vol. 9. 10 p. V009T09A060Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
6 Citations (Scopus) -
2019
AI Operator – A virtual guy for running an industrial process
Lappalainen, J. T. J., Linnosmaa, J., Rainio, K., Papakonstantinou, N. & Tahkola, M., 26 Nov 2019.Research output: Contribution to conference › Conference Poster › Professional
Open AccessFile48 Downloads (Pure) -
Architecture modelling for nuclear applications
Linnosmaa, J., Valkonen, J., Karpati, P., Hauge, A. & Gran, B. A., 2019, p. MTO-5.4. 3 p.Research output: Contribution to conference › Conference article › Scientific
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Demonstration of a conformity assessment data model
Linnosmaa, J. & Alanen, J., Jul 2019, 2019 IEEE 17th International Conference on Industrial Informatics, INDIN 2019. IEEE Institute of Electrical and Electronic Engineers, p. 369-373 5 p. 8972077. (IEEE International Conference on Industrial Informatics (INDIN)).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
4 Citations (Scopus) -
Early hybrid safety and security risk assessment based on interdisciplinary dependency models
Papakonstantinou, N., Linnosmaa, J., Alanen, J., Bashir, A. Z., O'Halloran, B. & Van Bossuyt, D. L., 1 Jan 2019, RAMS 2019 - 2019 Annual Reliability and Maintainability Symposium, Proceedings. IEEE Institute of Electrical and Electronic Engineers, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
9 Citations (Scopus) -
Safety and Security in DI&C Design : Systematic Literature Study
Hauge, A., Linnosmaa, J., Fredriksen, R. & Sechi, F., 2019, Halden: Institute for Energy Technology (IFE). 40 p. (OECD Halden Reactor Project; No. HWR-1247).Research output: Book/Report › Report
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Towards Model-Based Specification and Safety Assurance of Nuclear I&C Systems: Applicability of SYSML and AADL
Linnosmaa, J., Valkonen, J., Karpati, P., Hauge, A., Sechi, F. & Gran, B. A., 2019, 11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies: NPIC and HMIT 2019. American Nuclear Society (ANS), p. 276-289Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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2018
Automatic fault tree generation from multidisciplinary dependency models for early failure propagation assessment
Papakonstantinou, N., Alanen, J., Linnosmaa, J. & O'Halloran, B., 2018, ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: 38th Computers and Information in Engineering Conference. American Society of Mechanical Engineers (ASME), Vol. 1B. 10 p. DETC2018-85189Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
5 Citations (Scopus) -
2017
Demonstrating and argumenting safety of I&C systems: challenges and recent experiences
Valkonen, J., Tommila, T., Linnosmaa, J., Karpati, P. & Katta, V., 2017, Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies (NPIC&HMIT 2017). American Nuclear Society (ANS), p. 568-580Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
2016
Safety demonstration of nuclear I&C - an introduction: SAUNA Task 3.1 report
Valkonen, J., Tommila, T., Linnosmaa, J. & Varkoi, T., 2016, VTT Technical Research Centre of Finland. 38 p. (VTT Research Report, Vol. VTT-R-00167-16).Research output: Book/Report › Report
Open Access -
Structured safety case tools for nuclear facility automation: Master's thesis
Linnosmaa, J., 5 Apr 2016, Tampere: Tampere University of Technology. 68 p.Research output: Thesis › Master's thesis