37
© Fraunhofer 1 INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY D TECHNOLOGY, APPLICATIONS AND DATA-DRIVEN BUSINESS MODELS IN A DIGITAL AGE Fraunhofer Application Center CTMT, Deggendorf Institute of Technology Prof. Dr.-Ing. Jochen Hiller 06.11.2018

INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

  • Upload
    others

  • View
    8

  • Download
    0

Embed Size (px)

Citation preview

Page 1: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

1

INDUSTRIAL X-RAY COMPUTED TOMOGRAPHYD

TECHNOLOGY, APPLICATIONS AND DATA-DRIVEN BUSINESSMODELS IN A DIGITAL AGE

Fraunhofer Application Center CTMT, Deggendorf Institute of Technology

Prof. Dr.-Ing. Jochen Hiller 06.11.2018

Page 2: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

2

CONTENT

1. Typical applications of X-ray CT in the Product Lifecyle

2. The CT imaging process and classification of CT systems

3. Current developments and future trends

4. The Fraunhofer Application Center CTMT within

the Fraunhofer Network

Page 3: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

3

From raw material to recyclingTypical CT applications within the procuct life cycle

Monitoring

Page 4: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

4

From raw material to recyclingWhy CT?

Page 5: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

5

Glass-fiber reinforced plastic

Carbon

Material characterisation

From raw material to recyclingTypical CT applications

Monitoring

Quelle: Zeiss

Page 6: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

6

From raw material to recyclingTypical CT applications

Monitoring

CT measurements on stressed components using Insitu-CT

Page 7: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

7

From raw material to recyclingTypical CT applications

Monitoring

Mould correction using CT measurements

Mould

Component

Mould correction

Final geometry

CT Correctiondata

Quelle: Zeiss

Page 8: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

8

From raw material to recyclingTypical CT applications

Monitoring

Defect detection using Inline-CT

Page 9: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

9

From raw material to recyclingTypical CT applications

Monitoring

Quality control of industrialcomponents using laboratoryCT scanners

[mm³]

Material testing & geometrical metrology

Page 10: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

10

CONTENT

1. Typical applications of X-ray CT in the Product Lifecyle

2. The CT imaging process and class ification of CT systems

3. Current developments and future trends

4. The Fraunhofer Application Center CTMT within

the Fraunhofer Network

Page 11: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

11

The CT imaging process and classification of CT systemsCone-beam CT

X-ray tube

X-ray detectorCone-beam

Component

Traveling axes

Rotationtable

Additional axes forcomponent positioning

Quelle: Zeiss

Page 12: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

12

L

yxds

II,-

0 e·

with: I Attenuated intensity after object

I0 Unattenuated intensity

Attenuation coefficient (energy- and material-depened)

L Path length of ray

given

wanted

The CT imaging process and classification of CT systemsThe physical basis

Lambert-Beer’slaw

Page 13: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

13

The CT imaging process and classification of CT systemsFrom voxel dataset to dimensional metrology

Threshold

Page 14: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

14

XXL-CT

The CT imaging process and classification of CT systemsFrom tabletop to high energy XXL CT scanners

Page 15: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

15

The CT imaging process and classification of CT systemsCT scan of a car

Page 16: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

16

GE

Zeiss

WerthSkyscan

Wenzel

The CT imaging process and classification of CT systemsCommercial laboratory X-ray CT scanners

Page 17: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

17

GE

Zeiss

The CT imaging process and classification of CT systemsCommercial Inline-CT scanners

Heitec

Page 18: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

18

CONTENT

1. Typical applications of X-ray CT in the Product Lifecyle

2. The CT imaging process and classification of CT systems

3. Current developments and future trends

4. The Fraunhofer Application Center CTMT within

the Fraunhofer Network

Page 19: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

19

Current developments and future trendsVirtual testing with CT data

Determination of internal quality characteristics andspecifications with the help ofCT data and realistic FE s imulations

Estimation of local failureprobabilities

Development of virtualprototypes including internal material specifications

Results can be used formachine learning applicationsin terms of self-optimizingmanufacturing systems

Prof. Dr.-Ing. Jochen Hiller

Page 20: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

20

Current developments and future trendsProcess-integrated CT for process control

Inline-CT

Industry 4.0 laboratory of THD with Inline-CT

Page 21: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

21

Current developments and future trendsCT and Cloud-Computing

Edge-Cloud for CT data

Page 22: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

22

Current developments and future trendsCT within the Smart Factory

SAP, MindSphere, ProLeis, SensorCloud, etc.

Page 23: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

23

Current developments and future trendsNew CT applications within the procuct life cycle

Monitoring

Page 24: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

24

Current developments and future trendsDigitisation and evaluation of returned goods

E-Commerce revenue in Germany

Page 25: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

25

Current developments and future trendsDigitisation and evaluation of returned goods

Identification and evaluation of textile products withoutopening the packet

Development of fully automated systems for the processingand evaluation of returned goods

Page 26: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

26

Generation of 3D models for virtual shopping

Development of smart and data-driven business models as well asSmart Services using digital representions of products

Current developments and future trendsVirtual shopping

Fusion of CT and photogrammetry data

Page 27: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

27

Current developments and future trendsTracking of goods and security

Self with boxesand goods

CT scan of a ship container Hidden AK47

Page 28: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

28

Current developments and future trendsCT for process control in additive manufacturing

Material testing and geometrical metrology

Page 29: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

29

Current developments and future trendsCT for process control in additive manufacturing

Quality control of building materials

Page 30: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

30

Current developments and future trendsMaintenance, reprocessing of products, recycling

Waste paper CT scan Classification

Page 31: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

31

CONTENT

1. Typical applications of X-ray CT in the Product Lifecyle

2. The CT imaging process and classification of CT systems

3. Current developments and future trends

4. The Fraunhofer Application Center CTMT within

the Fraunhofer Network

Page 32: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

32

Locations of Fraunhofer

München

Holzkirchen

Freiburg

Efringen-Kirchen

FreisingStuttgart

PfinztalKarlsruheSaarbrücken

St. IngbertKaiserslautern

DarmstadtWürzburg

Erlangen

Nürnberg

Ilmenau

Schkopau

Teltow

Oberhausen

Duisburg

EuskirchenAachenSt. Augustin

Schmallenberg

Dortmund

PotsdamBerlin

Rostock

LübeckItzehoe

Braunschweig

Hannover

Bremen

Bremerhaven

Jena

Leipzig

Chemnitz

Dresden

CottbusMagdeburg

Halle

Fürth

Wachtberg

Ettlingen

Kandern

Oldenburg

Freiberg

Paderborn

Kassel

GießenErfurt

Augsburg

Oberpfaffenhofen

Garching

Straubing

Bayreuth

Bronnbach

Prien

Hamburg

Leuna

·DeggendorfPassau·

Page 33: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

33

The Fraunhofer Network of Technical Digitisation

Application Center CTMT

Page 34: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

34

The Fraunhofer Application Center CTMTKey activities

CTApplications

&

System design

CloudComputing

Image Processing

Automation &Robotics

Page 35: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

35

The Fraunhofer Application Center CTMTCT systems at place

Page 36: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

36

The Future of CTSelf-learning, robot-based, multi-positional, multi-energy, multi-modal digitalization cell

Research grant from BMBF: 2,6 Mio. €, Installation 2019

Page 37: INDUSTRIAL X-RAY COMPUTED TOMOGRAPHY

© Fraunhofer

37

The End

Thank you for your attention!