Publication type
A1 Journal article (refereed), original research
Author(s)
Juho Ratava
Associate professor
LES Common activities
LUT School of Energy Systems
Lappeenranta
Research areas
Industrial and Manufacturing Engineering
Statistics and Probability
Artificial Intelligence
Applied Mathematics
Numerical Analysis
Modelling and Simulation
Logic
Control and Optimization
Information Systems
Biography
Teaching engineering mathematics at the LUT School of Energy Systems and researching industrial digitalization.
Increasing the efficiency of machining, especially turning, by applying A.I. and expert systems technology into adaptive turning control. The objective is an intelligent machining system capable of emulating the behaviour of a human machinist. Instead of maintaining constant cutting conditions or logging raw physical data (e.g. cutting force magnitude), such a machining system is able to optimize cutting parameters on the fly, giving human-understandable information of the cutting process or training a less experienced human machinist. This will potentially make manufacturing less dependent on (cheap) human labour and instead make manufacturing preferable in countries with cheap energy closer to markets (e.g. Finland).
Researcher information
Publications and other content
Publication type
A4 Conference proceedings
Author(s)
Immonen Paula, Ratava Juho, Naukkarinen Johanna, Sadiqa Ayesha, Paatero Jukka, Kuosa Markku, Mankonen Aleksi, Bhayo Barkat, Äijälä Mikko
Publication type
A4 Conference proceedings
Author(s)
Bazaz Sara Moghadaszadeh, Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Mobaraki Mojtaba, Ratava Juho
Publication type
A1 Journal article (refereed), original research
Author(s)
Moghadaszadeh Bazaz Sara, Penttilä Sakari, Ollikainen Mikael, Ratava Juho, Varis Juha
Publication type
A4 Conference proceedings
Author(s)
Moghadaszadeh Bazaz Sara, Penttilä Sakari, Ollikainen Mikael, Ratava Juho, Varis Juha
Publication type
A4 Conference proceedings
Author(s)
Ratava Juho, Penttilä Sakari, Lund Hannu, Lohtander Mika, Kah Paul, Ollikainen Mikael, Varis Juha
Publication type
A4 Conference proceedings
Author(s)
Moghadaszadeh Bazaz Sara, Penttilä Sakari, Ratava Juho, Ollikainen Mikael, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Penttilä Sakari, Kah Paul, Ratava Juho, Eskelinen Harri
Publication type
A4 Conference proceedings
Author(s)
Gyasi Emmanuel Afrane, Kah Paul, Penttilä Sakari, Ratava Juho, Handroos Heikki, Sanbao Lin
Publication type
A4 Conference proceedings
Author(s)
Penttilä Sakari, Lund Hannu, Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Ghalamchi Behnam, Mobaraki Mojtaba, Sopanen Jussi, Varis Jussi
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Lohtander Mika
Publication type
A1 Journal article (refereed), original research
Author(s)
Lohtander Mika, Garcia Elodie, Lanz Minna, Volotinen Jarno, Ratava Juho, Kaakkunen Jarno
Publication type
A1 Journal article (refereed), original research
Author(s)
Lohtander Mika, Ahonen Niko, Lanz Minna, Ratava Juho, Kaakkunen Jarno
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Penttilä Sakari, Lohtander Mika, Kah Paul
Publication type
A4 Conference proceedings
Author(s)
Lohtander Mika, Aholainen Antti, Volotinen Jarno, Peltokoski Merja, Ratava Juho
Publication type
A4 Conference proceedings
Author(s)
Penttilä Sakari, Kah Paul, Ratava Juho, Pirinen Markku
Publication type
A4 Conference proceedings
Author(s)
Gyasi Emmanuel Afrane, Kah Paul, Ratava Juho, Kesse Martin Appiah, Hiltunen Esa
Publication type
A4 Conference proceedings
Author(s)
Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A4 Conference proceedings
Author(s)
Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A4 Conference proceedings
Author(s)
Toghyanirizi Amir, Matthews Sami, Ratava Juho, Varis Juha
High Capacity Production of Microchannel Products – Preliminary Study of a Copper Based Cold Plate
|
2016
Publication type
A4 Conference proceedings
Author(s)
Siivo Tapani, Lohtander Mika, Ratava Juho
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Lindh Tuomo, Lohtander Mika, Varis Juha
Publication type
G5 Doctoral dissertation (article)
Author(s)
Ratava Juho
Publication type
A4 Conference proceedings
Author(s)
Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Luukka Pasi, Lohtander Mika, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Hynynen Katja, Ratava Juho, Lindh Tuomo, Rikkonen Mikko, Ryynänen Ville, Lohtander Mika, Varis Juha
Publication type
A4 Conference proceedings
Author(s)
Laakso Sampsa, Peltokorpi Jaakko, Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A4 Conference proceedings
Author(s)
Peltokorpi Jaakko, Laakso Sampsa, Ratava Juho, Lohtander Mika, Varis Juha
Publication type
A1 Journal article (refereed), original research
Author(s)
Ratava Juho, Rikkonen Mikko, Ryynänen Ville, Leppänen Johanna, Lindh Tuomo, Varis Juha, Sihvo Inga
Publication type
A4 Conference proceedings
Author(s)
Ryynänen Ville, Ratava Juho, Lindh Tuomo, Rikkonen Mikko, Sihvo Inga, Varis Juha
Publication type
D4 Published development or research report or study
Author(s)
Leppänen Johanna, Ryynänen Ville, Ratava Juho, Hynynen Katja, Vian Andrea, Jastrzebski Rafal, Lindh Tuomo, Rikkonen Mikko, Varis Juha, Sihvo Inga
Publication type
A1 Journal article (refereed), original research
Author(s)
Ryynänen Ville, Ratava Juho, Lindh Tuomo, Rikkonen Mikko, Sihvo Inga, Leppänen Johanna, Varis Juha
Publication type
D4 Published development or research report or study
Author(s)
Leppänen Johanna, Ryynänen Ville, Ratava Juho, Lindh Tuomo, Rikkonen Mikko, Kyrki Ville, Varis Juha, Kälviäinen Heikki, Sihvo Inga
Publication type
G2 Master’s thesis, polytechnic Master’s thesis
Publication type
G1 Polytechnic thesis, Bachelor's thesis