TRENDS IN DIGITAL MANUFACTURING · CRM Machine Data MES Product Data PLM Test Data CAQ Process Data...
Transcript of TRENDS IN DIGITAL MANUFACTURING · CRM Machine Data MES Product Data PLM Test Data CAQ Process Data...
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TRENDS IN DIGITAL MANUFACTURING
Prof. Dr.-Ing. Thomas Bergs MBA | Fraunhofer-Institute for Production Technology, IPT, Aachen 1
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Industrie 4.0 - What happens worldwide?
Transfer of digital innovation
into physical world
Pragmatic realization of
potentials @ long-term strategy
Radical Innovation Speed
Transfer of technological
excellence into digital world
Technological Excellence
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Industrie 4.0 - What is our approach?
Radical Innovation
Transfer of technological
excellence into digital world
Technological Excellence
International Center for
Networked Adaptive Production ICNAPReal Manufacturing Pilot Lines for I4.0 Demonstration and Validation
Innovative Capability Implementation Efficiency
What we got
already!
Speed
What we
need to add!
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Descriptive
Analytics
Information
creation
What
happened?
Diagnostic
Analytics
Pattern
Recognition
Why did it
happen?
Predictive
Analytics
Forecasting
ability
What will
happen?
Prescriptive
Analytics
Decision
ability
What can be done to
make it happen?
Utilizing Data for Manufacturing as Principle of Industrie 4.0
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Technology ModelsOptimization
Descriptive
Analytics
Information
creation
What
happened?
Diagnostic
Analytics
Pattern
Recognition
Why did it
happen?
Predictive
Analytics
Forecasting
ability
What will
happen?
Prescriptive
Analytics
Decision
ability
What can be done to
make it happen?
Technology DataModel based Analytics
Digital Twin
White Box Models Black Box ModelsGrey Box Models
Utilizing Data for Manufacturing as Principle of Industrie 4.0
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“Internet of Production” as Reference Data Architecture
6
Development Cycle Production Cycle User Cycle
Smart Expert
Middleware+
Correlation
AnalysisCluster
Algorithms
Smart Data
Multi-Modal Information Access
Data IntegrationData
ModelData Storage
and Caching
Analytics
Management of data access to proprietary systems
Digital Shadow
Aggregation and Synchronization
Learning
AlgorithmsMeta
Heuristics
Context sensitive
Processing
Application
Software
Raw DataCustomer
Data
CRM
Machine
Data
MES
Product
Data
PLM
Test
Data
CAQ
Process
Data
ERP/
SCM
CAD
Data
CAD
Simulation
Data
FEM
Feedback
Data
BDE
Data Provision and Access
Decision Support
Agent Event-driven
Decisions A
Autonomous
Actions
Adaptive
Processes
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Pilot Lines for Validation – Principle Architecture
Employees
ERP
OPC-UA* InterfaceM2M-Communication protocol* Open Platform Communication Unified Architecture
PLM
CAD/CAM
Simulation EDM
Milling
Data Cloud
Laser-processing
Measurement
SOA - Service oriented
Architecture
EDGE
5G
5G
5G
5G
EDGE
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New Disciplines - From Data Acquisition to Digital Business Models
8
Sensor Systems &
Data Acquisition
Data Modelling &
Data Analytics
Interfaces &
Connectivity
Data Synchronization &
Middleware
Digital Twin in
Production Life Cycles
Cloud Systems &
IT-Architecture
Digital
Business Models
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Fan
Gear
LPCHPC HPT LPT
High Pressure Compressor Front Stage
- BLISK DesignBLade Integrated disK
- Ti/ Ni-based Super Alloys
- Tolerances ~ 20 µm
Pratt & Whitney PW1100G EngineQuelle: Airbus, Pratt & Whitney
New Airbus 320 neo
Pilot Line »BLISK Manufacturing«
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Pilot Line »BLISK Manufacturing« – Challenges in Blisk Finishing
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TCP
Tool Wear
Dimensional Error
F
TCP
Pilot Line »BLISK Manufacturing« – Challenges in Blisk Finishing
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Machine
coordinate system
Workpiece
coordinate system
Coordinate transformation
Pilot Line »BLISK Manufacturing« – Data Acquisition
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60
0
Dim
en
sion
al E
rror [µ
m]
TCP Calculation
Pilot Line »BLISK Manufacturing« – Geometry Deviation Analysis
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Engagement Simulation
Bending Moment My / Nm
BendingMoment Mx / Nm
Tool Integrated Sensors
Power of Drives
Elec. PowerMech. Power
Cutting Power
ae
ap,n
bfn
ℎ𝑠𝑝0
30
[N]
Cutting Force 𝐹𝑐
Referenced Cutting Forces
Pilot Line »BLISK Manufacturing« – Referencing of Cutting Forces
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0
35
[µm
]Accumulated ErrorWorkpiece Deflection
F
Tool Deflection
TCP
Workpiece
Tool Wear
Pilot Line »BLISK Manufacturing« – Data Driven Calculation of Dim. Error
Cutting Edge Offset
=
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Surface Finish
TCP
Tool Wear
Dimensional Error
F
TCP
Pilot Line »BLISK Manufacturing« – Challenges in Blisk Finishing
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5G Testbed for Smart Manufacturing at Fraunhofer IPT
5G Testbed in operation at Fraunhofer IPT since March 2018
Extreme Low Latency < 1ms (20 µs jitter) with data rates of 10 Gbit/s
Full spec 3,5 GHz 5G NR pre-commercial prototype system
Worlds first public In-Process installation of 5G in manufacturing
Visualizing of vibrations in
BLISK manufacturing
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Correlation
Pilot Line »BLISK Manufacturing« – Visualization of Part Vibration
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5G-Industry Campus Europe will be the Largest Industrial 5G Testbed
19
C R E A T I N G T H E
5G-MANUFACTURING
E C O S Y S T E M
5G-Industry Campus Europe will be the largest industrial 5G testbed
5G indoor networks on 4 different shopfloors fully equipped with machines and robots
5G outdoor network if 1 km² at the RWTH Aachen Campus
5G-NSA running on industry spectrum @3.7 – 3.8 GHz
Simultaneous 4G network running @2.3 GHz as anchor band
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5G Offers Several Possibilities for Production
20
(Mobile) robotics
in production
Process monitoring in
manufacturing
Extralogistics
Intralogistics
Workpiece localization and
tracing3
4
4
42
1 21 4
1
Orchestration of all the
applications6
Ultra-reliable low
latency communication 1
Enhanced mobile
broadband 2
Massive machine-type
communication3
Localization4
Cross-site
communication5
Slicing6
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What is our approach to find solutions for a
»Networked, Adaptive Production«?
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Together we are strong!
Our Community for »Networked, Adaptive Production«
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Users and Enabler of Digitalization have to Join Forces to Reach the Vision!
23
Data Protection
& LawStandardization
Technical
Enablers
Process Monitoring
& Control
Data
Analytics
User
Interface
IT
Infrastructure
Application
Software
Production Companies
Tools, Machines &
Controls
Manufacturing
Companies
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Overview of 20 ICNAP Community Member (November 2019)
24
IT Infrastructure
Application Software
Werkzeuge &
Maschinen
Produktions-
unternehmen
Data Protection &
LawStandardization
User
Interface
IT
Infrastructure
Process Monitoring &
Control
Data
Analytics
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9 Collaboration Possibilities in ICNAP to Work on the Presented Topic Fields
25
Partner Matching
Portal
Yearly Community
Meetings
Workshops &
Work Groups
Biannual
Newsletter
Hackathon &
Techathon
Trainings &
Seminars
Access to
Test Data
Studies &
Researches
Public
Funding
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First Community Meeting: 12th and 13th December 2018
80
participants
14 community
members in first year
Choice of three
collaborative studies
Choice of two
working groups
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Three studies in different areas started in 2019
Merging data from different
manufacturing sources in one Digital
Twin
Development of a reference architecture
for 5G-enabled production
Middleware Software for Industrial
Internet of Things (IIoT)
The aim of every study is to develop demonstrators and publish
the results in reports, which will be presented during the annual meetings!
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Join our International Center for Networked, Adaptive Production (ICNAP)
ICNAP Topic Fields ICNAP Community Members
Join our 2nd Annual Community Meeting on 04 December in Aachen and
get to know our topics and members
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TRENDS IN DIGITAL MANUFACTURING
Thank you very much for your attention!