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• 2022

  Data reduction based on machine learning algorithms for fog computing in IoT smart agriculture

  Ribeiro Junior, F. M., Bianchi, R. A. C., Prati, R. C., Kolehmainen, K., Soininen, J. P. & Kamienski, C. A., 2022, (Accepted/In press) In: Biosystems Engineering.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Defect Recognition of Roll-to-Roll Printed Conductors Using Dark Lock-In Thermography and Localized Segmentation

  Zheng, H., Zhou, L., Marks, R., Happonen, T. & Kraft, T., 15 Feb 2022, In: Applied Sciences. 12, 4, 16 p., 2005.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  15 Downloads (Pure)

• Design, Development, and Evaluation of 5G-Enabled Vehicular Services: The 5G-HEART Perspective

  Kakkavas, G., Diamanti, M., Stamou, A., Karyotis, V., Bouali, F., Pinola, J., Apilo, O., Papavassiliou, S. & Moessner, K., 1 Jan 2022, In: Sensors. 22, 2, 23 p., 426.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
  1 Citation (Scopus)

  21 Downloads (Pure)

• Design of a Lifecycle-Oriented Environmental and Economic Indicators Framework for the Mechanical Manufacturing Industry

  Barni, A., Capuzzimati, C., Fontana, A., Pirotta, M., Hänninen, S., Räikkönen, M. & Uusitalo, T., 23 Feb 2022, In: Sustainability. 14, 5, 2602.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Deuterium and beryllium depth profiles into the W-coated JET divertor tiles after ITER-like wall campaigns

  Ruset, C., Grigore, E., Mayer, M., Baiasu, F., Porosnicu, C., Krat, S., Widdowson, A., Likonen, J., Analytis, M., Meihsner, R. & JET Contributors, Mar 2022, In: Nuclear Materials and Energy. 30, 13 p., 101151.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Development of 3H, 14C, 41Ca, 55Fe, 63Ni radiochemical analysis methods in activated concrete samples

  Leskinen, A. & Salminen-Paatero, S., Jan 2022, In: Journal of Radioanalytical and Nuclear Chemistry. 331, 1, p. 31-41 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  26 Downloads (Pure)

• Development of a Concept of Operations for a Counter-Swarm Scenario

  Laarni, J., Väätänen, A., Karvonen, H., Lastusilta, T. & Saffre, F., 2022, Engineering Psychology and Cognitive Ergonomics - 19th International Conference, EPCE 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Harris, D. & Li, W-C. (eds.). Springer, p. 49-63 (Lecture Notes in Computer Science, Vol. 13307).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Development of gradient index microlenses for the broadband infrared range

  Kasztelanic, R., Filipkowski, A., Pysz, D., Nguyen, H. T., Stepien, R., Liang, S., Troles, J., Karioja, P. & Buczynski, R., 17 Jan 2022, In: Optics Express. 30, 2, p. 2338-2352 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Development of optical phased arrays in a micron-scale silicon photonics platform

  Muntaha, S. T., Hokkanen, A., Harjanne, M., Cherchi, M., Suopajärvi, P., Karvinen, P., Pekkarinen, M., Roussey, M. & Aalto, T., 5 Mar 2022, Integrated Optics: Devices, Materials, and Technologies XXVI. Garcia-Blanco, S. M. & Cheben, P. (eds.). International Society for Optics and Photonics SPIE, 7 p. 120040W. (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 12004).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Device life cycle management requirements for identity and access management in the factory of future environment

  Partanen, J., Kylänpää, M., Loukusa, S., Korkiakoski, M. & Salonen, J., 2022, (Accepted/In press) Proceedings of the International Conference on Industry Sciences and Computer Sciences Innovation (iSCSi). Elsevier, 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Differentiating Malignant from Benign Pigmented or Non-Pigmented Skin Tumours—A Pilot Study on 3D Hyperspectral Imaging of Complex Skin Surfaces and Convolutional Neural Networks

  Lindholm, V., Raita-Hakola, A. M., Annala, L., Salmivuori, M., Jeskanen, L., Saari, H., Koskenmies, S., Pitkänen, S., Pölönen, I., Isoherranen, K. & Ranki, A., 30 Mar 2022, In: Journal of Clinical Medicine. 11, 7, 1914.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• DigiBuzz-VTT – Towards digital twin’s concrete commercial exploitation

  Kortelainen, J., Lämsä, V. S., Nieminen, V., Rantala, T. & Virtanen, J., 31 Jan 2022, VTT Technical Research Centre of Finland. 21 p. (VTT Tutkimusraportti; No. VTT-R-00118-22).

  Research output: Book/Report › Report

  Open Access

  File
  40 Downloads (Pure)

• Digiosallisuuden edistäminen

  Kuusisto, O., Kääriäinen, J., Karhinen, J., Pihlajamaa, O. & Pajula, L., 31 Jan 2022, Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti. Kuusisto, O., Merisalo, M. & Kääriäinen, J. (eds.). p. 95-108 (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 10, Vol. 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional

  Open Access

• Digiosallisuuden mittaristo

  Merisalo, M., Kuusisto, O., Kääriäinen, J. & Pajula, L., 2022, Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti. Kuusisto, O., Merisalo, M. & Kääriäinen, J. (eds.). Prime Minister's Office Finland, p. 23-60 (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 2022:10).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional

  Open Access

• Digiosallisuuden tilannekuva

  Kääriäinen, J., Kuusisto, O., Pajula, L. & Karhinen, J., 31 Jan 2022, Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti. Kuusisto, O., Merisalo, M. & Kääriäinen, J. (eds.). p. 61-94 (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 10, Vol. 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional

  Open Access

• Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti

  Translated title of the contribution: Digital Inclusiveness in Finland: The final report on the Digital Inclusiveness in Finland projectKuusisto, O., Merisalo, M., Kääriäinen, J., Hänninen, R., Karhinen, J., Korpela, V., Pajula, L., Pihlajamaa, O., Taipale, S. & Wilska, T-A., 31 Jan 2022, Prime Minister's Office Finland. 162 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 2022:10).

  Research output: Book/Report › Report

  Open Access

• Digitally Supported Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Secondary Analysis of Long-Term User Engagement Trajectories in a Randomized Controlled Trial

  Lavikainen, P., Mattila, E., Absetz, P., Harjumaa, M., Lindström, J., Järvelä-Reijonen, E., Aittola, K., Männikkö, R., Tilles-Tirkkonen, T., Lintu, N., Lakka, T., van Gils, M., Pihlajamäki, J. & Martikainen, J., 24 Feb 2022, In: Journal of Medical Internet Research. 24, 2, p. e31530 e31530.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Digital Twins About Humans - Design Objectives From Three Projects

  Bomström, H., Annanperä, E., Kelanti, M., Xu, Y., Mäkelä, S-M., Immonen, M., Siirtola, P., Teern, A., Liukkunen, K. & Päivärinta, T., 2022, (Accepted/In press) In: Journal of Computing and Information Science in Engineering. 10 p., JCISE-21-1310.

  Research output: Contribution to journal › Article › Scientific › peer-review

• DIII-D research advancing the physics basis for optimizing the tokamak approach to fusion energy

  Fenstermacher, M. E., Salmi, A., Tala, T. & et al., Apr 2022, In: Nuclear Fusion. 62, 4, 042024.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
  1 Citation (Scopus)

• Dislocation density in cellular rapid solidification using phase field modeling and crystal plasticity

  Lindroos, M., Pinomaa, T., Ammar, K., Laukkanen, A., Provatas, N. & Forest, S., 2022, In: International Journal of Plasticity. 148, 103139.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
  2 Citations (Scopus)

  24 Downloads (Pure)

• Distribution of Road Conditions and Road Temperatures in Finland as Kilometres Driven

  Itkonen, T., Mesimäki, J. & Innamaa, S., 2022, VTT Technical Research Centre of Finland. 33 p. (VTT Research Report; No. VTT-R-00072-22).

  Research output: Book/Report › Report

  Open Access

  File
  42 Downloads (Pure)

• Drying of Thick Foam Formed Mats Comprising Chemithermomechanical Pulp Fibers

  Timofeev, O., Jetsu, P. & Keränen, J. T., 15 Mar 2022, In: BioResources. 17, 2, p. 2547-2562 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Dynamic Edge and Cloud Service Integration for Industrial IoT and Production Monitoring Applications of Industrial Cyber-Physical Systems

  Hastbacka, D., Halme, J., Barna, L., Hoikka, H., Pettinen, H., Larrañaga, M., Bjorkbom, M., Mesia, H., Jaatinen, A. & Elo, M., 1 Jan 2022, In: IEEE Transactions on Industrial Informatics. 18, 1, p. 498-508 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
  1 Citation (Scopus)

• Dynamic HRA in outage from literature and outage personnel interview perspectives

  Kling, T., Liinasuo, M. & Karanta, I., 27 Jan 2022, VTT Technical Research Centre of Finland. 36 p. (VTT Research Report; No. VTT-R-00015-22).

  Research output: Book/Report › Report

  Open Access

  File
  18 Downloads (Pure)

• Dynamic Load Cycle Effects on PEMFC Stack CO Tolerance under Fuel Recirculation and Periodic Purge

  Koski, P., Viitakangas, J. & Ihonen, J., Jan 2022, In: Journal of the Electrochemical Society. 169, 1, 19 p., 014507.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Ecosystem analysis for the plastic chemical recycling value chain. Value creation in a regional setting

  Arnold, M., 8 Jun 2022, XXXIII ISPIM Innovation Conference "Innovating in a Digital World": LUT Scientific and Expertise Publications. Lappeenranta University of Technology, 9 p. 12149. (LUT Scientific and Expertise Publications: Research Reports).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific

  Open Access

  File
  5 Downloads (Pure)

• Ecosystem Transitions in Sustainable Business Innovation

  Pussinen, P., Federley, M. & Wiman, H., 8 Jun 2022, Proceedings of the XXXIII ISPIM Innovation Conference "Innovating in a Digital World". Bitetti, L., Bitran, I., Conn, S., Fishburn, J., Huizingh, E., Torkkeli, M. & Yang, J. (eds.). Lappeenranta University of Technology, 9 p. (LUT Scientific and Expertise Publications: Research Reports).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific

  Open Access

• Editorial: Special Issue “Net-Zero/Positive Energy Buildings and Districts”

  Hasan, A. & Reda, F., 21 Mar 2022, In: Buildings. 12, 3, 382.

  Research output: Contribution to journal › Other journal contribution › Scientific › peer-review

  Open Access

  File
  8 Downloads (Pure)

• Editorial for Special Issue “Clay Mineral Transformations after Bentonite/Clayrocks and Heater/Water Interactions from Lab and Large-Scale Tests”

  Fernández, A. M., Kaufhold, S., Olin, M., Zheng, L. G., Wersin, P. & Wilson, J., 2022, In: Minerals. 12, 5, 569.

  Research output: Contribution to journal › Other journal contribution › Scientific › peer-review

  Open Access

• Effective Improvement of Leadership and Safety Culture – Intermediate Report

  Viitanen, K., Airola, M. & Gotcheva, N., 16 Jun 2022, VTT Technical Research Centre of Finland. 60 p. (VTT Research Report; No. VTT-R-00545-22).

  Research output: Book/Report › Report

  Open Access

  File
  14 Downloads (Pure)

• Effect of adaptive control on the LED street luminaire lifetime and on the lifecycle costs of a lighting installation

  Askola, J., Kärhä, P., Baumgartner, H., Porrasmaa, S. & Ikonen, E., Jan 2022, In: Lighting Research and Technology. 54, 1, p. 75-89 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
  1 Citation (Scopus)

• Effect of Co-fed Water on a Co-Pt-Si/γ-Al₂O₃Fischer-Tropsch Catalyst Modified with an Atomic Layer Deposited or Molecular Layer Deposition Overcoating

  Heikkinen, N., Keskiväli, L., Palo, J., Reinikainen, M. & Putkonen, M., 8 Mar 2022, In: ACS Omega. 7, 9, p. 7725-7736 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Effect of hydrothermal carbonisation temperature on the ignition properties of grape marc hydrochar fuels

  Nguyen, D., Zhao, W., Mäkelä, M., Alwahabi, Z. T. & Kwong, C. W., 1 Apr 2022, In: Fuel. 313, 8 p., 122668.

  Research output: Contribution to journal › Article › Scientific › peer-review
  1 Citation (Scopus)

• Effect of leaching on the composition of hydration phases during chloride exposure of mortar

  Machner, A., Bjørndal, M. H., Justnes, H., Hanžič, L., Šajna, A., Gu, Y., Bary, B., Ben Haha, M., Geiker, M. R. & De Weerdt, K., Mar 2022, In: Cement and Concrete Research. 153, 106691.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
  1 Citation (Scopus)

• Effect of machining on near surface microstructure and the observation of martensite at the fatigue crack tip in PWR environment of 304L stainless steel

  Que, Z., Huotilainen, C., Seppänen, T., Lydman, J. & Ehrnstén, U., Jan 2022, In: Journal of Nuclear Materials. 558, 153399.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
  1 Citation (Scopus)

  43 Downloads (Pure)

• Effect of microstructure heterogeneity on the mechanical properties of friction stir welded reduced activation ferritic/martensitic steel

  Li, S., Vajragupta, N., Biswas, A., Tang, W., Wang, H., Kostka, A., Yang, X. & Hartmaier, A., 15 Jan 2022, In: Scripta Materialia. 207, 6 p., 114306.

  Research output: Contribution to journal › Article › Scientific › peer-review
  1 Citation (Scopus)

• Effect of pH and temperature on fibrous structure formation of plant proteins during high-moisture extrusion processing

  Nisov, A., Nikinmaa, M., Nordlund, E. & Sözer, N., 5 Mar 2022, In: Food Research International. 156, 111089.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  1 Downloads (Pure)

• Effects of Kraft lignin and corn cob agro-residue on the properties of injected-moulded biocomposites

  de Baynast, H., Tribot, A., Niez, B., Audonnet, F., Badel, E., Cesar, G., Dussap, C. G., Gastaldi, E., Massacrier, L., Michaud, P. & Delattre, C., Mar 2022, In: Industrial Crops and Products. 177, 114421.

  Research output: Contribution to journal › Article › Scientific › peer-review
  1 Citation (Scopus)

• Ekosysteemipohjaisen toimintamallin kehittäminen - case SmartRail

  Lusikka, T., Hautala, R., Pihlajamaa, O. & Ruohomäki, I., Apr 2022, VTT Technical Research Centre of Finland. 100 p. (VTT Technology; No. 404).

  Research output: Book/Report › Report

  Open Access

• Electromagnetic radiation detection using cantilever-based photoacoustic effect: A method for realizing power detectors with broad spectral sensitivity and large dynamic range

  Sharma, S., Laurila, T., Rossi, J., Uotila, J., Vainio, M., Manoocheri, F. & Ikonen, E., 16 Apr 2022, In: Sensors and Actuators A: Physical. 337, 8 p., 113191.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
  2 Citations (Scopus)

• Electronic Tattoo with Transferable Printed Electrodes and Interconnects for Wireless Electrophysiology Monitoring

  Huttunen, O. H., Behfar, M. H., Hiitola-Keinänen, J. & Hiltunen, J., 21 Jan 2022, (E-pub ahead of print) In: Advanced Materials Technologies.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Emerging Technologies for Next Generation Remote Health Care and Assisted Living

  Ahmad, I., Asghar, Z., Kumar, T., Li, G., Manzoor, A., Mikhaylov, K., Shah, S. A., Höyhtyä, M., Reponen, J., Huusko, J. & Harjula, E., 2022, (E-pub ahead of print) In: IEEE Access. 40 p., 9780134.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Engaged Scholarship for Exploring Applicability of Relational Contracting to Nuclear Industry Projects

  Gotcheva, N., Aaltonen, K., Lahdenperä, P. & Nysten-Haarala, S., 1 Jan 2022, Contracting and Safety : Exploring Outsourcing Practices in High-Hazard Industries. Hayes, J. & Tillement, S. (eds.). Springer, p. 39-48 10 p. (SpringerBriefs in Applied Sciences and Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

  Open Access

• Enlarged PLIN5-uncoated lipid droplets in inner regions of skeletal muscle type II fibers associate with type 2 diabetes

  Fachada, V., Rahkila, P., Fachada, N., Turpeinen, T., Kujala, U. & Kainulainen, H., Apr 2022, In: Acta Histochemica. 124, 3, 151869.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
  1 Citation (Scopus)

• Enzymatic modification of oat protein concentrate with trans- and protein glutaminase for increased fibrous structure formation during high-moisture extrusion processing

  Pöri, P., Nisov, A. & Nordlund, E., 15 Feb 2022, In: LWT - Food Science and Technology. 156, 113035.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Enzymatic synthesis of cellulose in space: gravity is a crucial factor for building cellulose II gel structure

  Kuga, T., Sunagawa, N. & Igarashi, K., Mar 2022, In: Cellulose. 29, 5, p. 2999–3015 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Enzymatic treatments for improved dyeing of solid wood

  Widsten, P., Chittenden, C., West, M., Thumm, A. & Donaldson, L., 1 Jun 2022, In: Holzforschung. 76, 6, p. 493-502 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Epilithic microbial community functionality in deep oligotrophic continental bedrock

  Nuppunen-Puputti, M., Kietäväinen, R., Raulio, M., Soro, A., Purkamo, L., Kukkonen, I. & Bomberg, M., 1 Mar 2022, In: Frontiers in Microbiology. 13, p. 826048 826048.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Erratum: Wavelength-flattened directional couplers: a geometrical approach (Appl. Opt. (2003) 42 (7141–7148) DOI: 10.1364/AO.42.007141)

  Cherchi, M., 28 Feb 2022, In: Applied Optics. 61, 7, p. 1757 1 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Erratum: High-frequency mechanical excitation of a silicon nanostring with piezoelectric aluminum nitride layers (Physical Review Applied (2020) 14 (014054) DOI: 10.1103/PhysRevApplied.14.014054)

  Pitanti, A., Makkonen, T., Colombano, M. F., Zanotto, S., Vicarelli, L., Cecchini, M., Griol, A., Navarro-Urrios, D., Sotomayor-Torres, C., Martinez, A. & Ahopelto, J., Mar 2022, In: Physical Review Applied. 17, 3, 039901.

  Research output: Contribution to journal › Other journal contribution › Scientific › peer-review

  Open Access