Search Results - "Keranen, Janne"

Air‐laid and foam‐laid nonwoven composites: The effect of carrier medium on mechanical properties by Paunonen, Sara, Keränen, Janne T., Kamppuri, Taina

“…Thermoplastic nonwoven composites were produced with the air‐laying and foam‐forming processes from cellulosic and plastic fibers. The two raw material…”
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Feasibility of foam forming technology for producing wood plastic composites by Immonen, Kirsi, Jetsu, Petri, Keränen, Janne, Torvinen, Katariina

“…Cellulose fiber‐containing thermoplastic composite materials are being used in an increasing number of applications produced typically by injection molding and…”
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Robust Development of Active Learning-based Surrogates for Induction Motor by Keranen, Janne, Tahkola, Mikko, Raback, Peter, Gonzalez, Alvaro, Mukherjee, Victor, Pippuri-Makelainen, Jenni

“…A robust open-source cloud-based workflow is developed for finite element (FE) data generation for active learning (AL) -based surrogate modelling. Special…”
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Extrusion pre-treatment of cowpea (Vigna unguiculata (L.) Walp.) lignocellulosic sidestream to produce cellulose fibres by Masanabo, Mondli Abednicko, Keränen, Janne Tapani, Ray, Suprakas Sinha, Emmambux, M Naushad

“…Various agricultural sidestreams have been demonstrated as feedstock to produce cellulose. To the best of our knowledge, there is no research work on the…”
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Faba bean lignocellulosic sidestream as a filler for the development of biodegradable packaging by Masanabo, Mondli Abednicko, Tribot, Amélie, Luoma, Enni, Sharmin, Nusrat, Sivertsvik, Morten, Emmambux, M Naushad, Keränen, Janne

“…In this work, bio-composites were produced using faba bean sidestream (stems, pods and mixed stems and pods) as a filler to a bio-based and biodegradable…”
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A Novel Machine Learning-Based Approach for Induction Machine Fault Classifier Development—A Broken Rotor Bar Case Study by Tahkola, Mikko, Szücs, Áron, Halme, Jari, Zeb, Akhtar, Keränen, Janne

“…Rotor bars are one of the most failure-critical components in induction machines. We present an approach for developing a rotor bar fault identification…”
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Potential of Commercial Wood-Based Materials as PCB Substrate by Immonen, Kirsi, Lyytikäinen, Johanna, Keränen, Janne, Eiroma, Kim, Suhonen, Mika, Vikman, Minna, Leminen, Ville, Välimäki, Marja, Hakola, Liisa

“…In our research on sustainable solutions for printed electronics, we are moving towards renewable materials in applications, which can be very challenging from…”
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Development and Characterization of Poly(butylene succinate‐co‐adipate)/Poly(3‐hydroxybutyrate‐co‐3‐hydroxyvalerate) with Cowpea Lignocellulosic Fibers as a Filler via Injection Molding and Extrusion Film‐Casting by Masanabo, Mondli Abednicko, Tribot, Amélie, Luoma, Enni, Virkajärvi, Jussi, Sharmin, Nusrat, Sivertsvik, Morten, Ray, Suprakas Sinha, Keränen, Janne, Emmambux, M. Naushad

“…Biodegradable poly(butylene succinate‐co‐adipate)/Poly(3‐hydroxybutyrate‐co‐3‐hydoxyvalerate) (PBSA/PHBV) filled with lignocellulosic sidestream/fibers from…”
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Adapting geometry-based polygonal contacts for simulating faulty rolling bearing dynamics by Vehviläinen, Milla, Rahkola, Pekka, Keränen, Janne, Halme, Jari, Sopanen, Jussi, Liukkonen, Olli, Holopainen, Antti, Tammi, Kari, Belahcen, Anouar

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Drying of foam-formed mats from virgin pine fibers by Timofeev, Oleg, Jetsu, Petri, Kiiskinen, Harri, Keränen, Janne T.

“…The purpose of this work was to select an efficient drying technique for drying of highly porous thick fiber foam mats with minimum impact on their structure…”
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Torque Density of Radial, Axial and Transverse Flux Permanent Magnet Machine Topologies by Pippuri, Jenni, Manninen, Aino, Keranen, Janne, Tammi, Kari

“…Torque density of radial, axial and transverse flux machine topologies is investigated. A 10-kW, 200-rpm motor is chosen as a test case. Radial and axial flux…”
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Dewatering and structural analysis of foam-formed, lightweight fibrous materials by Keränen, Janne T., Jetsu, Petri, Turpeinen, Tuomas, Koponen, Antti I.

“…This work studied the effect of the dewatering conditions on the behavior of fiber foams during dewatering and on the final structure of the formed, thick,…”
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Amounts of non-fibrous components in recovered paper by Keränen, Janne T., Ervasti, Ilpo

“…Fibre, non-fibre-components and water material flow of Europe (EU) in 2010. •We show flows of fibre, water and non-fibrous components in the same…”
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Simulation-Based Comparative Assessment of a Multi-Speed Transmission for an E-Retrofitted Heavy-Duty Truck by Vehviläinen, Milla, Rahkola, Pekka, Keränen, Janne, Pippuri-Mäkeläinen, Jenni, Paakkinen, Marko, Pellinen, Jukka, Tammi, Kari, Belahcen, Anouar

“…Electric retrofitting (e-retrofitting) is a viable option for accelerating the renewal of heavy-duty vehicle fleets to reduce the related emissions. We…”
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Surrogate Modeling of Electrical Machine Torque Using Artificial Neural Networks by Tahkola, Mikko, Keranen, Janne, Sedov, Denis, Far, Mehrnaz Farzam, Kortelainen, Juha

“…Machine learning and artificial neural networks have shown to be applicable in modeling and simulation of complex physical phenomena as well as creating…”
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Efficient Parallel 3-D Computation of Electrical Machines With Elmer by Keranen, Janne, Pippuri, Jenni, Malinen, Mika, Ruokolainen, Juha, Raback, Peter, Lyly, Mikko, Tammi, Kari

“…After its recent improvements described here, open source finite element software Elmer is shown to be a highly efficient option for electrical machine…”
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Changing Quality of Recycled Fiber Material – Part II. Characterization of the Strength Potential with Fiber Integrity Value and its Relationship with the Strength Properties of Paper by Retulainen, Elias Antero, Keränen, Janne Tapani

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Personalized mental stress detection with self-organizing map: From laboratory to the field by Tervonen, Jaakko, Puttonen, Sampsa, Sillanpää, Mikko J., Hopsu, Leila, Homorodi, Zsolt, Keränen, Janne, Pajukanta, Janne, Tolonen, Antti, Lämsä, Arttu, Mäntyjärvi, Jani

“…Stress has become a major health concern and there is a need to study and develop new digital means for real-time stress detection. Currently, the majority of…”
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Modular and Scalable Powertrain for Multipurpose Light Electric Vehicles by Farzam Far, Mehrnaz, Miljavec, Damijan, Manko, Roman, Pippuri-Mäkeläinen, Jenni, Ranta, Mikaela, Keränen, Janne, Kinder, Jutta, Vukotić, Mario

“…Light electric vehicles are best suited for city and suburban settings, where top speed and long-distance travel are not the primary concerns. The literature…”
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Changing quality of recycled fiber material. Part 1. Factors affecting the quality and an approach for characterisation of the strength potential by Keränen, Janne T., Retulainen, Elias

“…The paper recycling sector has undergone major changes in recent years, particularly regarding the quantity and quality of various materials processed…”
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