Research output per year
Research output per year
- 16 results
Search results
-
2024
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 AccessFile3 Citations (Scopus)21 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 AccessFile16 Downloads (Pure) -
2023
A microservices-based architecture for data and software management of heavy equipment digital twins
Zhidchenko, V., Startcev, E., Kortelainen, J., Zeb, A., Torvikoski, L., Torkabadi, S. & Handroos, H., 2023, 2023 IEEE 21st International Conference on Industrial Informatics, INDIN 2023. Dorksen, H., Scanzio, S., Jasperneite, J., Wisniewski, L., Man, K. F., Sauter, T., Seno, L., Trsek, H. & Vyatkin, V. (eds.). IEEE Institute of Electrical and Electronic Engineers, 8 p. (IEEE International Conference on Industrial Informatics (INDIN), Vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
3 Citations (Scopus) -
2022
A Novel Machine Learning-Based Approach for Induction Machine Fault Classifier Development—A Broken Rotor Bar Case Study
Tahkola, M., Szücs, Á., Halme, J., Zeb, A. & Keränen, J., 2 May 2022, In: Energies. 15, 9, 23 p., 3317.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)57 Downloads (Pure) -
On the alleviation of imminent technical and business challenges of long-lasting functional digital twins
Zeb, A., Kortelainen, J., Rantala, T., Saunila, M. & Ukko, J., 1 Oct 2022, In: Computers in Industry. 141, 103701.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)94 Downloads (Pure) -
Physics-Based Digital Twins Merging With Machines: Cases of Mobile Log Crane and Rotating Machine
Kurvinen, E., Kutvonen, A., Ukko, J., Khadim, Q., Hagh, Y. S., Jaiswal, S., Neisi, N., Zhidchenko, V., Kortelainen, J., Timperi, M., Kokkonen, K., Virtanen, J., Zeb, A., Lämsä, V., Nieminen, V., Junttila, J., Savolainen, M., Rantala, T., Valjakka, T. & Donoghue, I. & 12 others, , 25 Apr 2022, In: IEEE Access. 10, p. 45962-45978 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access17 Citations (Scopus) -
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
File43 Downloads (Pure) -
2021
Circular design, state of the art review: Technical design point of view
Zeb, A. & Kortelainen, J., 13 Jan 2021, Espoo: VTT Technical Research Centre of Finland. 23 p. (VTT Research Report; No. VTT-R-01229-20).Research output: Book/Report › Report
Open AccessFile461 Downloads (Pure) -
Data harmonisation as a key to enable digitalisation of the food sector: A review
Zeb, A., Soininen, J.-P. & Sözer, N., 2021, In: Food and Bioproducts Processing. 127, p. 360-370Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile120 Downloads (Pure) -
Industrial IoT solutions for digital twins: An overview
Zeb, A. & Kortelainen, J., 12 Nov 2021, VTT Technical Research Centre of Finland. 14 p. (VTT Research Report; No. VTT-R-00782-21).Research output: Book/Report › Report
Open AccessFile242 Downloads (Pure) -
Managing digital-twin lifecycle-recognition and handling of business risks
Rantala, T., Saunila, M., Ukko, J., Mikkola, A., Kortelainen, J. & Zeb, A., May 2021, Real-time Simulation for Sustainable Production: Enhancing User Experience and Creating Business Value. Ukko, J., Saunila, M., Heikkinen, J., Semken, R. S. & Mikkola, A. (eds.). Taylor & Francis, p. 213-223 11 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
1 Citation (Scopus) -
Object detection for the analysis of creep voids in high-temperature metallic structures
Zeb, A., Tahkola, M., Pohja, R. & Pakarinen, J., 24 Nov 2021.Research output: Contribution to conference › Conference Abstract › Scientific
File100 Downloads (Pure) -
Web Ontology Language data modelling of Modelica simulation models
Zeb, A. & Kortelainen, J., 26 Mar 2021, Espoo: VTT Technical Research Centre of Finland. 31 p. (VTT Research Report; No. VTT-R-01517-20).Research output: Book/Report › Report
Open AccessFile195 Downloads (Pure) -
2020
Artificial intelligence for the support of regulator decision making
Kortelainen, J., Zeb, A. & Ailisto, H., 15 Oct 2020, Espoo: VTT Technical Research Centre of Finland. 30 p. (VTT Research Report; No. VTT-R-01225-20).Research output: Book/Report › Report
Open AccessFile330 Downloads (Pure) -
Semantic representation of engineering knowledge: pre-study
Zeb, A., Kortelainen, J. & Ylikerälä, M., 9 Mar 2020, VTT Technical Research Centre of Finland. 51 p. (VTT Research Report; No. VTT-R-00031-20).Research output: Book/Report › Report
Open AccessFile182 Downloads (Pure) -
2017
Design rules for steam condensate systems
Zeb, A., 11 Sept 2017, Lappeenranta University of Technology. 87 p.Research output: Thesis › Master's thesis
Open Access