Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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SWIM: Smart Water Management
Arnold, M. (Manager), Apilo, O. (Participant), Soininen, J.-P. (Participant), Koskela, P. (Participant), Kuure, S. (Participant), Backman, J. (Participant), Cole, C. (Participant) & Ashouri, S. (Participant)
2/01/21 → 31/12/22
Project: Business Finland project
Research output
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On design of cognitive situation-adaptive autonomous mobile robotic applications
Pakkala, D., Känsäkoski, N., Heikkilä, T., Backman, J. & Pääkkönen, P., 1 May 2025, In: Computers in Industry. 167, 104263.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile12 Link opens in a new tab Citations (Scopus)502 Downloads (Pure) -
Reference architecture design and evaluation for digitalization of underground mining
Pääkkönen, P., Horsmanheimo, S., Pakkala, D., Tuomimäki, L. & Backman, J., Jul 2024, In: Internet of Things. 26, 101238.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Link opens in a new tab Citations (Scopus)177 Downloads (Pure) -
Concept and Architecture for Applying Continuous Machine Learning in Multi-Access Routing at Underground Mining Vehicles
Pääkkönen, P., Backman, J., Pakkala, D., Paananen, J., Seppänen, K. & Ahola, K., Oct 2022, In: Applied Sciences. 12, 20, 23 p., 10679.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access6 Link opens in a new tab Citations (Scopus) -
Implications of 5G Connectivity on Mining Automation Safety
Heikkilä, E., Malm, T., Pakkala, D., Backman, J. & Pääkkönen, P., 2022, Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022). Chiara Leva, M., Patelli, E., Podofillini, L. & Wilson, S. (eds.). Research Publishing Services, p. 3009-3015Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Industrial Internet of Things in Nuclear: Feasibility study
Laikari, A. & Backman, J., 17 Feb 2021, 92 p. (Energiforskrapport; No. 726, Vol. 2021).Research output: Book/Report › Report
Open Access