6 research outputs found
BLACK BOX EFFICIENCY MODELLING OF AN ELECTRIC DRIVE UNIT UTILIZING METHODS OF MACHINE LEARNING
- Publication venue
- 'Politechnika Lubelska'
- Publication date
- 08/12/2021
- Field of study
The increasing electrification of powertrains leads to increased demands for the test technology to ensure the required functions. For conventional test rigs in particular, it is necessary to have knowledge of the test technology's capabilities that can be applied in practical testing. Modelling enables early knowledge of the test rigs dynamic capabilities and the feasibility of planned testing scenarios. This paper describes the modelling of complex subsystems by experimental modelling with artificial neural networks taking transmission efficiency as an example. For data generation, the experimental design and execution is described. The generated data is pre-processed with suitable methods and optimized for the neural networks. Modelling is executed with different variants of the inputs as well as different algorithms. The variants compare and compete with each other. The most suitable variant is validated using statistical methods and other adequate techniques. The result represents reality well and enables the performance investigation of the test systems in a realistic manner
Wirkungsgraduntersuchungen am Antriebsstrang von Multifunktionsfahrzeugen unter Berücksichtigung von generierten Lastkollektiven
- Publication venue
- Universität Stuttgart
- Publication date
- 01/01/2021
- Field of study
Untersuchungen von Effizienzpotentialen der Getriebeschaltaktuatorik bei Off-Highway-Nutzfahrzeugen
- Publication venue
- Berlin : Logos Berlin
- Publication date
- 01/01/2021
- Field of study
Enhanced efficiency prediction of an electrified off-highway vehicle transmission utilizing machine learning methods
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
Development of a Digital Twin for an Induction Motor Bearing Voltage Simulation
- Publication venue
- 'Institute of Electrical and Electronics Engineers (IEEE)'
- Publication date
- 01/01/2021
- Field of study
Reductive Aminations of Carbonyl Compounds with Borohydride and Borane Reducing Agents
- Author
- Aasen
- Abbadi
- Abdel-Magid
- Abdel-Magid
- Abdel-Magid
- Abdel-Magid
- Abdel-Rahman
- Abe
- Abe
- Abell
- Abell
- Ablordeppey
- Abraham
- Abraham
- Abraham
- Achatz
- Achenbach
- Ackland
- Ackland
- Acton
- Adamczyk
- Adamczyk
- Adamczyk
- Adamczyk
- Adamczyk
- Ahmad
- Ahmed
- Albericio
- Albert
- Albright
- Alder
- Alexander
- Ali
- Ali
- Almenoff
- Alsina
- Ambo
- Ambrose-Griffin
- Amokhtari
- Amstutz
- An
- Andersen
- Anderson
- Anderson
- Anderson
- Andersson
- Ando
- Andres
- Andres
- Andrews
- Andruszkiewicz
- Ang
- Ang
- Ang
- Angle
- Aoki
- Apparu
- Ariga
- Armenise
- Armer
- Armour
- Armstrong
- Aronstam
- Artico
- Arumugam
- Arya
- Arzel
- Asano
- Ashby
- Ashimori
- Ashimori
- Ashraf
- Ashton
- Ashwood
- Atigadda
- Atkinson
- Atkinson
- Atwell
- Auberson
- Audia
- Augustin
- Avenell
- Avramoff
- Avruch
- Azzouzi
- Azzouzi
- Bachrach
- Badalassi
- Baens
- Baer
- Baer
- Baer
- Bagley
- Bagley
- Bai
- Bai
- Bailey
- Bailey
- Baillie
- Baillie
- Bair
- Bair
- Baker
- Bakina
- Baldwin
- Baldwin
- Baldwin
- Baldwin
- Ball
- Balogh
- Banert
- Banks
- Banoub
- Banwell
- Banwell
- Banwell
- Barbarin
- Barf
- Barili
- Barlocco
- Barluenga
- Barmore
- Barney
- Barrett
- Barrett
- Barrish
- Barrière
- Barth
- Bartolow
- Barton
- Barton
- Bartroli
- Bartsch
- Basarab
- Basha
- Bashyal
- Bastide
- Bates
- Bates
- Baudat
- Bause
- Baxter
- Baxter
- Baxter
- Beak
- Beak
- Beaumont
- Beaumont
- Beausoleil
- Becker
- Beckett
- Beckett
- Beeson
- Behling
- Bellini
- Bellini
- Bellon
- Bellon
- Benhaoua
- Bennasar
- Benoit-Guyod
- Benoiton
- Benson
- Bentley
- Benz
- Bera
- Beran
- Berger
- Berger
- Berger
- Berger
- Berger
- Bergeron
- Bergeron
- Berkessel
- Bernabé
- Berney
- Bernotas
- Bernotas
- Bernotas
- Bernstein
- Berridge
- Berry
- Best
- Bhatt
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhattacharyya
- Bhuniya
- Biellmann
- Billman
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- Bilski
- Birdsall
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- Black
- Blackburn
- Blagbrough
- Bleicher
- Blixt
- Boeckman
- Boga
- Boger
- Bolhofer
- Bolm
- Bolton
- Bolton
- Bomann
- Bondarev
- Bonjoch
- Bonjoch
- Bonjoch
- Bonnaud
- Boojamra
- Boojamra
- Borch
- Borch
- Borch
- Borch
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- Borch
- Borch
- Borchardt
- Borg
- Borne
- Boschman
- Bossler
- Boumchita
- Bourne
- Bourzat
- Boutigue
- Bowles
- Boyer
- Boyfield
- Boyé
- Bracher
- Braconnier
- Braun
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- Bravo
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- Bray
- Breitenbucher
- Bremner
- Bremner
- Breslin
- Breslin
- Breslow
- Brewster
- Brieskorn
- Brisander
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Brown
- Browne
- Bruncko
- Brunet
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- Campi
- Campi
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- Campiani
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- Camps
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- Canney
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- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cannon
- Cao
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- Cardellini
- Cardillo
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- Carofiglio
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- Carreño
- Carrington
- Carrington
- Carroll
- Carson
- Castan
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- Celewicz
- Ceruso
- Ceruti
- Chakrabarty
- Challis
- Chan
- Chan
- Chand
- Chand
- Chandrasekhar
- Chang
- Chantegrel
- Chaplin
- Chapman
- Chapman
- Charpentier
- Chauhan
- Chaykovsky
- Chen
- Chen
- Chen
- Chenera
- Cheung
- Chhabra
- Chiavari
- Chicheportiche
- Chida
- Chiesa
- Cho
- Choony
- Christy
- Chruma
- Chu
- Chuang
- Ciccarone
- Ciszewska
- Clark
- Clark
- Claudi
- Claustre
- Clement
- Coe
- Cohen
- Coles
- Coles
- Collignon
- Colson
- Comeford
- Compernolle
- Compton
- Conceicaó
- Congreve
- Connor
- Connor
- Cooper
- Cooper
- Cooper
- Copinga
- Coppola
- Coppola
- Corbin
- Cortijo
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- Cosmao
- Cossy
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- Cossy
- Couder
- Couture
- Cox
- Cox
- Cox
- Coy
- Creswell
- Crich
- Crochet
- Cronin
- Crossley
- Culbert
- Curran
- Cushman
- Cvetovich
- Cziáky
- Czollner
- Célimène
- D'Ambra
- Da Silva
- Daines
- Dal Cason
- Danheiser
- Danso-Danquah
- Danso-Danquah
- David
- Davidsen
- Davies
- Davies
- Davioud-Charvet
- Davis
- Davis
- Dawson
- De
- de Boer
- De Bondt
- de Guchteneere
- de Jong
- de Laszlo
- de Leon
- de Meijere
- De Nicola
- de Vries
- de Vries
- Deber
- Debono
- Decicco
- Dehghani
- Delaet
- Delaet
- Delaney
- Delfino
- Delgado
- Delgado
- Delgado
- Delprino
- Delprino
- Demopoulos
- Demopoulos
- Denis
- Denmark
- Denner-Ancona
- Dent
- Denyer
- Dequeker
- Deroose
- Deroose
- DeRuiter
- DeRuiter
- Desai
- Desai
- Desai
- Detzer
- Dev
- DeVita
- Devraj
- Devraj
- Dhainault
- Dhainaut
- Dhavale
- Dhont
- Di
- Diatta
- Diederich
- Ding
- Ding
- Dinsmore
- DiPietro
- Dolle
- Dolling
- Domagala
- Domínguez
- Dondoni
- Doulot
- Dowerah
- Du
- Du
- Dubber
- Dubber
- Dueholm
- Duhamel
- Dukat
- Dumas
- Dumont
- Dupont
- Duriatti
- Dutta
- Dutta
- Dutta
- Dutton
- Ecker
- Ede
- Ede
- Edery
- Edlin
- Effenberger
- Effenberger
- Eftink
- Ege
- Ehrhardt
- Eichler
- Eiden
- Eis
- El-Obeid
- Elias
- Elliot
- Elliott
- Elsinga
- Emerson
- Emri
- Enders
- Engler
- Ennis
- Ennis
- Essamkaoui
- Essawi
- Esser
- Estep
- Estep
- Evans
- Evans
- Evans
- Everaere
- Evidente
- Ezquerra
- Ezquerra
- Falkiewicz
- Fang
- Fang
- Farmer
- Farr
- Farrant
- Faust
- Faust
- Fechter
- Fehrentz
- Fenton
- Ferey
- Fernandez
- Fernández
- Fernández-García
- Ferrand
- Ferrigni
- Ferroni
- Fevig
- Fevig
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- Fifer
- Fincham
- Fink
- Firestone
- Fisher
- Fisher
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- Flaugh
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- Fleet
- Fleming
- Foley
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- Forbes
- Fraenkel
- Fraij
- Franzyk
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- Frost
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- Fukuyama
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- Fushiya
- Fushiya
- Fushiya
- Fushiya
- Fülöp
- Fülöp
- Fülöp
- Gacheru
- Gade
- Gal
- Gall
- Gallant
- Galzi
- Gangjee
- Gangjee
- Gangjee
- Gangjee
- Gangjee
- Gangjee
- Gangjee
- Gangjee
- Gangjee
- Garcia
- García-López
- García-Ruano
- Gardner
- Gareau
- Garrouste
- Garry
- Ge
- Geall
- Gee
- Genin
- Geoghegan
- Gerlach
- Ghiaci
- Ghosh
- Giacconi
- Gibson
- Gibson
- Gibson
- Gidley
- Gilbert
- Gill
- Gillaspy
- Ginos
- Giuliano
- Giumanini
- Giumanini
- Giumanini
- Glase
- Glatz
- Glen
- Glänzer
- Glöggler
- Gmeiner
- Gmeiner
- Gmeiner
- Gmeiner
- Gmeiner
- Gmeiner
- Gmeiner
- Godfrey
- Gokel
- Golebiowski
- Golinski
- Gonzalez-Garcia
- Goodfellow
- Gorczynski
- Gordon
- Gordon
- Gorissen
- Gotteland
- Gotteland
- Grandjean
- Gray
- Green
- Grethe
- Gretler
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
- Gribble
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- Griffith
- Grigg
- Gros
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- Groves
- Groves
- Groves
- Grunewald
- Grunewald
- Guichard
- Gunzenhauser
- Guthrie
- Guthrie
- Guthrie
- Gómez-Monterrey
- Haadsma-Svensson
- Haaima
- Hacksell
- Hacksell
- Hacksell
- Haddad
- Haddad
- Hagen
- Hagen
- Haidoune
- Halcomb
- Halcomb
- Halcomb
- Hale
- Hall
- Hall
- Halldin
- Hamada
- Hamada
- Hamada
- Hamer
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- Hammershøi
- Hammond
- Han
- Hane
- Hanessian
- Hanessian
- Hanessian
- Hanessian
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- Hara
- Hara
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- Harada
- Harada
- Harada
- Harding
- Harding
- Harmon
- Harre
- Harris
- Harris
- Hart
- Hart
- Hartmann
- Harvey
- Hase
- Hase
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- Hashiguchi
- Hashimoto
- Hatakeyama
- Hay
- Heathcock
- Hecht
- Hecker
- Hedberg
- Heidempergher
- Heinz
- Heitsch
- Hemmert
- Heng
- Henke
- Henkel
- Henne
- Henry
- Her
- Herbert
- Herbert
- Herbert
- Herczegh
- Herczegh
- Hermes
- Hernández
- Hester
- Hester
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- Hocek
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- Hodson
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- Holzgrabe
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- Honda
- Honda
- Honda
- Honda
- Honda
- Hone
- Hong
- Hong
- Horn
- Horn
- Horni
- Hoshino
- Hoshino
- Hoshino
- Hoshino
- Hostetler
- Hu
- Hua
- Huang
- Huber
- Huc
- Hudlicky
- Hultin
- Hunt
- Hunt
- Hunter
- Hutchins
- Hutchins
- Hutchins
- Hutchins
- Hutchins
- Hutchins
- Hutchins
- Hutchinson
- Hutin
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- Hynes
- Högberg
- Högberg
- Högberg
- Höök
- Ichikawa
- Ichikawa
- Igarashi
- Igarashi
- Iida
- Ikeda
- Ina
- Ina
- Inoue
- Inouye
- Ishii
- Ito
- Itoh
- Itoh
- Itoh
- Iwakuma
- Iwamoto
- Iwasaki
- Jackson
- Jackson
- Jacobsen
- Jacobsen
- Jacobsen
- Jacobson
- Jacobson
- Jadhav
- Jae
- James
- Jang
- Janin
- Janowitz
- Janssen
- Jatztold-Howorko
- Jefferson
- Jegham
- Jenn
- Jensen
- Jensen
- Jian
- Jiang
- Jiang
- Johannes
- Johansson
- Johnson
- Johnson
- Johnson
- Johnson
- Johnson
- Johnson
- Johnson
- Jones
- Jones
- Jones
- Jones
- Jones
- Jones
- Jones
- Jones
- Jones
- Jones
- Jones
- Jonsson
- Jordan
- Joseph
- Joseph
- Jotterand
- Jukic
- Jurczak
- Jurczak
- Jílek
- Kagel
- Kajimoto
- Kakabakos
- Kaldor
- Kaljuste
- Kaljuste
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- Kamal
- Kamenecka
- Kametani
- Kamicker
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- Kaneko
- Kaneko
- Kapnang
- Kasal
- Kashiwaba
- Kassiou
- Katayama
- Katayama
- Katayama
- Katayama
- Katkevich
- Kato
- Kato
- Kato
- Katoh
- Katoh
- Katritzky
- Katritzky
- Katritzky
- Katz
- Kaufman
- Kaufman
- Kawaguchi
- Kawaguchi
- Kawaguchi
- Keana
- Kearney
- Kelley
- Kelley
- Kelley
- Kelley
- Kelly
- Kelly
- Kemal
- Kende
- Kennedy
- Kennedy
- Kerdesky
- Kern
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- Kersey
- Kessler
- Khaldi
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- Khanna
- Khomutov
- Khomutov
- Kibwage
- Kiguchi
- Kihara
- Kihara
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- Noggle
- Noggle
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- Noggle
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- Norrild
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- Ok
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- Omura
- Onoda
- Oppolzer
- Oppolzer
- Orlowski
- Ose
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- Oshima
- Ostresh
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