Surrogate modeling of a permanent magnet synchronous machine finite element models based on artificial neural networks

Mikko Tahkola; Janne Keränen; Denis Sedov; Mehrnaz Farzam Far; Juha Kortelainen

Surrogate modeling of a permanent magnet synchronous machine finite element models based on artificial neural networks

Mikko Tahkola^*
, Janne Keränen
, Denis Sedov
, Mehrnaz Farzam Far
, Juha Kortelainen

^*Corresponding author for this work

BA55 Knowledge driven design

Aalto University

Research output: Contribution to conference › Conference Poster › Scientific

235 Downloads (Pure)

Original language	English
Publication status	Published - 26 Nov 2020
MoE publication type	Not Eligible
Event	AI Day 2020: Online - Virtual, Finland Duration: 26 Nov 2020 → 26 Nov 2020 https://fcai.fi/ai-day-2020

Conference

Conference	AI Day 2020
Country/Territory	Finland
Period	26/11/20 → 26/11/20
Other	AI Day is the biggest annual event highlighting the frontrunner AI research in Finland.
Internet address	https://fcai.fi/ai-day-2020

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

surrogate
metamodel
ANN
artificial neural network
PMSM

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Surrogate modeling of PMSM FE models based on ANNsFinal published version, 1.05 MB

Cite this

@conference{11171355b8e54a84aa1441ddb745c864,

title = "Surrogate modeling of a permanent magnet synchronous machine finite element models based on artificial neural networks",

keywords = "surrogate, metamodel, ANN, artificial neural network, PMSM",

author = "Mikko Tahkola and Janne Ker{\"a}nen and Denis Sedov and \{Farzam Far\}, Mehrnaz and Juha Kortelainen",

year = "2020",

month = nov,

day = "26",

language = "English",

note = "AI Day 2020 : Online ; Conference date: 26-11-2020 Through 26-11-2020",

url = "https://fcai.fi/ai-day-2020",

}

TY - CONF

T1 - Surrogate modeling of a permanent magnet synchronous machine finite element models based on artificial neural networks

AU - Tahkola, Mikko

AU - Keränen, Janne

AU - Sedov, Denis

AU - Farzam Far, Mehrnaz

AU - Kortelainen, Juha

PY - 2020/11/26

Y1 - 2020/11/26

KW - surrogate

KW - metamodel

KW - ANN

KW - artificial neural network

KW - PMSM

UR - https://fcai.fi/ai-day-2020

M3 - Conference Poster

T2 - AI Day 2020

Y2 - 26 November 2020 through 26 November 2020

ER -

Surrogate modeling of a permanent magnet synchronous machine finite element models based on artificial neural networks

Conference

UN SDGs

Keywords

Access to Document

Other files and links

Cite this