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• 2021

  HVAC's Role in the Decarbonisation of the Existing BuildingStock-Case Finland

  Vainio, T., Nippala, E. & Kauppinen, T., 29 Mar 2021, In: E3S Web of Conferences. 246, 6 p., 13005.

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

  Open Access

  • Decarbonization
  • HVAC
  • directive
  • energy efficiency
  • automation

• Hybridization of saccharomyces cerevisiae sourdough strains with cryotolerant saccharomyces bayanus nbrc1948 as a strategy to increase diversity of strains available for lager beer fermentation

  Catallo, M., Iattici, F., Randazzo, C. L., Caggia, C., Krogerus, K., Magalhães, F., Gibson, B. & Solieri, L., 2 Mar 2021, In: Microorganisms. 9, 3, p. 1-21 21 p., 514.

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

  Open Access

  File

  • Saccharomyces
  • Fermentation
  • Saccharomyces cerevisiae
  • Odorants
  • ethyl hexanoate
  18 Downloads (Pure)

• Hybrid Thermal Modeling to Predict LED Thermal Behavior in Hybrid Electronics

  Hannila, E., Heinilehto, N., Remes, K., Lauri, J., Keranen, K. & Fabritius, T., 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 9286559.

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

  • Light emitting diodes
  • Electronic equipment
  • light emitting diodes
  • electronics
  • Hot Temperature

• Hyperspectral imaging and chemometrics reveal wood acetylation on different spatial scales

  Mäkelä, M., Altgen, M., Belt, T. & Rautkari, L., Mar 2021, In: Journal of Materials Science. 56, 8, p. 5053-5066 14 p.

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

  Open Access

  File

  • Acetylation
  • Hyperspectral imaging
  • Wood
  • Cluster analysis
  • Weighing
  5 Downloads (Pure)

• Identification and metabolism of naturally prevailing microorganisms in zinc and copper mineral processing

  Miettinen, H., Bomberg, M., Le, T. M. K. & Kinnunen, P., 2 Feb 2021, In: Minerals. 11, 2, p. 1-31 30 p., 156.

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

  Open Access

  File

  • Ore treatment
  • Metabolism
  • Microorganisms
  • mineral processing
  • Zinc
  16 Downloads (Pure)

• IEA EBC Annex83 Positive Energy Districts

  Hedman, Å., Rehman, H., Gabaldón, A., Bisello, A., Albert-Seifried, V., Zhang, X., Guarino, F., Grynning, S., Eicker, U., Neumann, H-M., Tuominen, P. & Reda, F., 20 Mar 2021, In: Buildings. 11, 3, 17 p.

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

  Open Access

  File

  • Energy efficiency
  4 Downloads (Pure)

• Impact of incubation conditions and post-treatment on the properties of bacterial cellulose membranes for pressure-driven filtration

  Lehtonen, J., Chen, X., Beaumont, M., Hassinen, J., Orelma, H., Dumée, L. F., Tardy, B. L. & Rojas, O. J., 1 Jan 2021, In: Carbohydrate Polymers. 251, 117073.

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

  • Cellulose
  • Membranes
  • Capillary flow
  • Surface charge
  • Proteins
  3 Citations (Scopus)

• Impact of operational details and temporal representations on investment planning in energy systems dominated by wind and solar

  Helistö, N., Kiviluoma, J., Morales-España, G. & O'Dwyer, C., 15 May 2021, In: Applied Energy. 290, 116712.

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

  Open Access

  File

  • Planning
  • planning
  • energy
  • solar energy
  • Solar energy
  61 Downloads (Pure)

• Impact of ultra-fine milling and air classification on biochemical and techno-functional characteristics of wheat and rye bran

  Silventoinen, P., Kortekangas, A., Ercili-cura, D. & Nordlund, E., 1 Jan 2021, In: Food Research International. 139, 109971.

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

  Open Access

  • rye bran
  • Secale
  • Dietary Fiber
  • wheat bran
  • functional properties

• Indirect Estimation of Vertical Ground Reaction Force from a Body-Mounted INS/GPS Using Machine Learning

  Sharma, D., Davidson, P., Müller, P. & Piche, R. A., 23 Feb 2021, In: Sensors. 21, 4, p. 1-19 19 p., 1553.

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

  Open Access

  File

  • machine learning
  • Machine Learning
  • Gait
  • Global positioning system
  • Datasets
  5 Downloads (Pure)

• 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

  • Nuclear industry
  • Internet of things
  • Industry
  • Nuclear power plants
  • Industrial plants

• Installation of fuel cell-based cogeneration systems in the commercial and retail sector: Assessment in the framework of the COMSOS project

  Gandiglio, M., Accurso, F., Santarelli, M., Buunk, J., Hakala, T., Kiviaho, J., Modena, S., Münch, M. & Varkaraki, E., 3 May 2021, (E-pub ahead of print) In: Energy Conversion and Management. 239, 1, p. 1-21 21 p., 114202.

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

  Open Access

  • Solid oxide fuel cells (SOFC)
  • Fuel cells
  • Electricity
  • Hot Temperature
  • Economics

• Integrated Management of Safety and Security Synergies in Seveso plants (SAF€RA 4STER): Final Report

  Ylönen, M., Nissilä, M., Heikkilä, J., Gotcheva, N., Tugnoli, A., Iaiani, M., Cozzani, V., Oliva, G., Setola, R., Assenza, G., van der Beek, D., Steijn, W., Young, H. & Roelofs, M., 2021, VTT Technical Research Centre of Finland. 152 p. (VTT Technology; No. 386).

  Research output: Book/Report › Report

  Open Access

  • synergy
  • management
  • incident analysis
  • industrial park
  • research project

• Integrating data from multiple Finnish biobanks and national health-care registers for retrospective studies: Practical experiences

  Lähteenmäki, J., Vuorinen, A-L., Pajula, J., Harno, K., Lehto, M., Niemi, M. & van Gils, M., 12 Apr 2021, (E-pub ahead of print) In: Scandinavian Journal of Public Health. p. 1–8 8 p.

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

  Open Access

  • Retrospective Studies
  • Delivery of Health Care
  • Genotype
  • Lakes
  • International Normalized Ratio

• Intelligent consumer flexibility management with neural network based planning and control

  Kiljander, J., Sarala, R., Rehu, J., Pakkala, D., Pääkkönen, P., Takalo-Mattila, J. & Känsälä, K., 22 Feb 2021, (E-pub ahead of print) In: IEEE Access. 9, p. 40755-40767 13 p.

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

  Open Access

  • Energy management
  • Planning
  • Neural networks
  • Pumps
  • Model predictive control

• Intergenerational workplace knowledge sharing: challenges and new directions

  Tang, J. & Martins, J. T., 12 Jan 2021, (E-pub ahead of print) In: Journal of Documentation.

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

  • Aging of materials
  • Personnel
  • workplace
  • knowledge
  • human resources

• Investigation of a Grey Alder Particleboard Bonded by Different Industrial Side-Stream Lignins

  Tupciauskas, R., Veveris, A., Andzs, M., Gravitis, J., Liitia, T. & Tamminen, T., Mar 2021, In: Mechanics of Composite Materials. 57, 1, p. 57-68 12 p.

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

  • Lignin
  • lignin
  • Modulus of elasticity
  • Swelling
  • Mm

• Investigation of biomass alkali release in a dual circulating fluidized bed chemical looping combustion system

  Gogolev, I., Pikkarainen, T., Kauppinen, J., Linderholm, C., Steenari, B. M. & Lyngfelt, A., 1 Aug 2021, In: Fuel. 297, 120743.

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

  Open Access

  • Alkalies
  • Fluidized beds
  • Biomass
  • Ilmenite
  • Oxygen

• In vivo nano-biosensing element of red blood cell-mediated delivery

  Zhu, R., Avsievich, T., Popov, A., Bykov, A. & Meglinski, I., 1 Mar 2021, In: Biosensors & Bioelectronics. 175, p. 112845 112845.

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

  • Theranostic Nanomedicine
  • Cells
  • Blood
  • Erythrocytes
  • Biosensing Techniques
  1 Citation (Scopus)

• Journeys in the Age of Smart Cities: Some Fresh Perspectives

  Callaghan, V., Chin, J., Doctor, F., Kymäläinen, T., Peña-Rios, A., Phengdy, C., Reyes-Munoz, A., Tisan, A., Wang, M., Wu, H. Y., Zamudio, V., Zhang, S. & Zheng, P., Mar 2021, Handbook of Smart Cities. Augusto, J. C. (ed.). Springer, p. 1-39 39 p.

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

  • Smart city
  • Obsolescence
  • Mixed reality
  • Internet of things
  • Artificial intelligence

• Koronapandemia on vaikuttanut eurooppalaisten kuluttajien ruokakäyttäytymiseen

  Pennanen, K., Sandell, M. & Vainio, A., 2021, In: Kehittyvä elintarvike. 32, 1, p. 52-53

  Research output: Contribution to journal › Article › Professional

• Kuinka strategista omaisuuden hallintaa tuetaan monimutkaisissa ja epävarmoissa päätösympäristöissä?

  Hanski, J., 31 Mar 2021, In: Stoori. 2021, 1, p. 12-15

  Research output: Contribution to journal › Article › Professional

• Lääketeollisuuden kehityspolkuja kohti vuotta 2030

  Paasi, J. & Apilo, T., 2021, VTT Technical Research Centre of Finland. 25 p. (VTT Technology; No. 384).

  Research output: Book/Report › Report

  Open Access

• Lä­hei­syys­pe­ri­aa­te on jous­ta­va hal­lin­to­mal­li: Se mu­kau­tuu muut­tu­viin ti­lan­tei­siin esi­mer­kik­si pan­de­mioi­den aikana

  Mämmelä, A., 17 Mar 2021, In: Kaleva. 1 p.

  Research output: Contribution to journal › Other journal contribution › General public

• Latauskentät - esiselvitys

  Muona, T., Paakkinen, M., Farzam Far, M. & Hajduk, P., 23 Apr 2021, VTT Technical Research Centre of Finland. 42 p. (VTT Asiakasraportti; No. VTT-CR-00376-21 ).

  Research output: Book/Report › Report

  Open Access

  File
  48 Downloads (Pure)

• Learning-based WiFi traffic load estimation in NR-U systems

  Yin, R., Zou, Z., Wu, C., Yuan, J., Chen, X. & Yu, G., Feb 2021, In: IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. E104A, 2, p. 542-549

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

  • Wi-Fi
  • Radio systems
  • Traffic
  • Learning
  • Neural networks
  1 Citation (Scopus)

• Learning from Prior Designs for Facility Layout Optimization

  Rummukainen, H., Nurminen, J. K., Syrjänen, T. & Numminen, J. P., 2021, Studies in Computational Intelligence. Yalaoui, F., Amodeo, L. & Talbi, E-G. (eds.). Springer, p. 87-101 15 p. (Studies in Computational Intelligence, Vol. 906).

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

  • Facility Layout
  • Layout
  • Structural Properties
  • Optimization Model
  • Optimization Problem

• Leishmanicidal activity of betulin derivatives in leishmania amazonensis; effect on plasma and mitochondrial membrane potential, and macrophage nitric oxide and superoxide production

  Alcazar, W., Alakurtti, S., Padrón-Nieves, M., Tuononen, M. L., Rodríguez, N., Yli-Kauhaluoma, J. & Ponte-Sucre, A., 4 Feb 2021, In: Microorganisms. 9, 2, p. 1-18 18 p., 320.

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

  Open Access

  • betulin
  • Leishmania
  • Mitochondrial Membrane Potential
  • Superoxides
  • Nitric Oxide

• Lentivirus vector-mediated genetic manipulation of oncogenic pathways induces tumor formation in rabbit brain

  Ahmad, F., Hyvärinen, A., Pirinen, A., Olsson, V., Rummukainen, J., Immonen, A., Närväinen, J., Tuunanen, P., Liimatainen, T., Kärkkäinen, V., Koistinaho, J. & Ylä-Herttuala, S., Jun 2021, In: Molecular Medicine Reports. 23, 6, A38.

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

  Open Access

  • Genetic Vectors
  • Lentivirus
  • Tumors
  • Brain
  • Ganglioglioma

• LIBS study of ITER relevant tungsten–oxygen coatings exposed to deuterium plasma in Magnum-PSI

  Jõgi, I., Paris, P., Laan, M., Kozlova, J., Mändar, H., Passoni, M., Dellasega, D., Hakola, A. & van der Meiden, H. J., Feb 2021, In: Journal of Nuclear Materials. 544, 152660.

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

  • Laser induced breakdown spectroscopy
  • Deuterium
  • deuterium plasma
  • laser-induced breakdown spectroscopy
  • deuterium
  1 Citation (Scopus)

• Location- and collision avoidance system technologies, providers and potential applications

  Rantala, A., 2021, Espoo: VTT Technical Research Centre of Finland. 18 p. (VTT Tutkimusraportti; No. VTT-R-00241-21).

  Research output: Book/Report › Report

  Open Access

  File

  • Collision avoidance
  • Automation
  • Logistics
  • Autonomous vehicles
  • Ships

• Luminescent Gold Nanocluster‐Methylcellulose Composite Optical Fibers with Low Attenuation Coefficient and High Photostability

  Hynninen, V., Chandra, S., Das, S., Amini, M., Dai, Y., Lepikko, S., Mohammadi, P., Hietala, S., Ras, R. H. A., Sun, Z., Ikkala, O. & Nonappa, N., 25 Jan 2021, (E-pub ahead of print) In: Small. 13 p.

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

  • Optical Fibers
  • Plastic optical fibers
  • Gold
  • Optical fibers
  • Methylcellulose

• Luontaista vai lisättyä kuitua?

  Poutanen, K., 10 Jan 2021, In: Kehittyvä elintarvike. 33, 1, p. 29 1 p., 14.

  Research output: Contribution to journal › Article › Professional

• Luotettava ruokaketju syntyy yhteistyöllä

  Pennanen, K., Laine, J. & Steiner, B., 2021, In: Kehittyvä elintarvike.

  Research output: Contribution to journal › Article › Professional

  Open Access

• Machine learning for non-destructive estimation of neutron-induced embrittlement of reactor pressure vessel steel

  Rinta-aho, J. & Grönroos, S., Mar 2021.

  Research output: Contribution to conference › Conference Abstract › Scientific › peer-review

• Manufacture of all-wood sawdust-based particle board using ionic liquid-facilitated fusion process

  Orelma, H., Tanaka, A., Khakalo, A. & Korpela, A., Mar 2021, In: Wood Science and Technology. 55, p. 331-349

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

  Open Access

  File

  • Ionic Liquids
  • Particle board
  • ionic liquid
  • Ionic liquids
  • Sawdust
  5 Downloads (Pure)

• ManuMaturity: A maturity tool for manufacturing companies to reach beyond Industry 4.0

  Saari, L., Kuusisto, O. & Häikiö, J., 26 Mar 2021, VTT Technical Research Centre of Finland. 14 p.

  Research output: Book/Report › Report

  Open Access

  File

  • Maturity
  • Manufacturing Companies
  • Self-assessment
  • Maturity Model
  • Industry
  11 Downloads (Pure)

• Mapping forest disturbance due to selective logging in the congo basin with radarsat-2 time series

  Antropov, O., Rauste, Y., Praks, J., Seifert, F. M. & Häme, T., 17 Feb 2021, In: Remote Sensing. 13, 4, p. 1-16 16 p., 740.

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

  Open Access

  File

  • selective logging
  • synthetic aperture radar
  • time series
  • disturbance
  • RADARSAT
  3 Downloads (Pure)

• Mapping inclusive innovation: A bibliometric study and literature review

  Mortazavi, S., Eslami, M. H., Hajikhani, A. & Väätänen, J., Jan 2021, In: Journal of Business Research. 122, p. 736-750 15 p.

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

  • Bibliometrics
  • Literature Review
  • Innovation
  • Affordability
  • Co-citation Analysis

• MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection

  Carneirodemelo, W., Granger, E. G. & Bordallo Lopez, M., 2021, (Accepted/In press) In: IEEE Transactions on Affective Computing. p. 1-13

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

  • Deep learning
  • Convolution
  • Costs

• Metastable Nanobubbles

  Vehmas, T. & Makkonen, L., 30 Mar 2021, In: ACS Omega. 6, 12, p. 8021-8027 7 p.

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

  Open Access

  • Dissolution
  • Thermodynamics
  • Gases
  • Water

• Microbial community composition correlates with metal sorption in an ombrotrophic boreal bog: Implications for radionuclide retention

  Lusa, M. & Bomberg, M., Mar 2021, In: Soil Systems. 5, 1, 19.

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

  Open Access

  File

  • bogs
  • bog
  • radionuclides
  • sorption
  • microbial communities
  1 Downloads (Pure)

• Microbial impacts on gas production in LLW/ILW

  Small, J. & Vikman, M., 2021, The microbiology of nuclear waste management. Lloyd, J. & Andrea, C. (eds.). 1 ed. Elsevier, p. 193-212

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

  • gas production
  • gas
  • hydrogen
  • cellulose
  • radioactive waste

• Micromechanical modeling approach to single track deformation, phase transformation and residual stress evolution during selective laser melting using crystal plasticity

  Lindroos, M., Pinomaa, T., Antikainen, A., Lagerbom, J., Reijonen, J., Lindroos, T., Andersson, T. & Laukkanen, A., Feb 2021, In: Additive Manufacturing. 38, 101819.

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

  • Selective laser melting
  • Phase transitions
  • Crystals
  • Plasticity
  • Residual stresses
  1 Citation (Scopus)

• Micromechanical performance of high-density polyethylene: experimental and modeling approaches for HDPE and its alumina-nanocomposites

  Balobanov, V., Verho, T., Heino, V., Ronkainen, H. & Pelto, J., Jan 2021, In: Polymer Testing. 93, 106936.

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

  Open Access

  • High density polyethylenes
  • Polyethylene
  • Nanocomposites
  • Alumina
  • Polymers

• Model checking reveals design issues leading to spurious actuation of nuclear instrumentation and control systems

  Pakonen, A., Buzhinsky, I. & Björkman, K., Jan 2021, In: Reliability Engineering and System Safety. 205, 107237.

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

  Open Access

  • Nuclear instrumentation
  • Nuclear industry
  • Model checking
  • Logic design
  • Control systems
  1 Citation (Scopus)

• Modeling and optimization of polyethylene glycol (PEG) addition for cost-efficient enzymatic hydrolysis of lignocellulose

  Pihlajaniemi, V., Kallioinen, A., Sipponen, M. H. & Nyyssölä, A., Mar 2021, In: Biochemical Engineering Journal. 167, 107894.

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

  • lignocellulose
  • Enzymatic hydrolysis
  • Polyethylene glycols
  • Polyethylene Glycols
  • Enzymes

• Modularly and Hybrid Integrated SiPh/InP Wavelength Blocker Switch for Metro Networks

  Tessema, N., Delrosso, G., Bhat, S., Prifti, K., Rasoulzadehzali, A., Stabile, R. & Calabretta, N., 4 Feb 2021, 2020 European Conference on Optical Communications, ECOC 2020. IEEE Institute of Electrical and Electronic Engineers, 9333290

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

  • Wavelength
  • switches
  • Switches
  • Service oriented architecture (SOA)
  • wavelengths

• Molecular mechanisms of electron transfer employed by native proteins and biological-inorganic hybrid systems

  Lienemann, M., Jan 2021, In: Computational and Structural Biotechnology Journal. 19, p. 206-213 8 p.

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

  Open Access

  File

  • Electrons
  • Hybrid systems
  • Proteins
  • Oxidation-Reduction
  • ferric oxyhydroxide
  5 Downloads (Pure)

• Multiscale free energy analysis of human ecosystem engineering

  Fox, S., Mar 2021, In: Entropy. 23, 4, 396.

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

  Open Access

  File

  • ecosystems
  • Ecosystem
  • Free energy
  • Ecosystems
  • Free Energy
  1 Downloads (Pure)