Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
by Tekniker/ES and
Brockhaus Group
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Who we are:
✔ A partnership between 2 companies:
➢ Tekniker / Basque country, Spain and
➢ Brockhaus Consulting
✔ Expertise in the field of:
➢ Software Development and Software Architecture
➢ MES Systems (also in automotive sector)
➢ Data Acquisition and Analysis in the field of predictive
maintenance
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
What does industry 4.0
mean to us
(and to our customers)
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
The 4th industrial revolution
The focus for machine building industry might/must shift from
hardware to information and information processing
… let’s say: software.
--- Prof. Dr. Detlef Zühlke / DFKI (Saarbrücken)
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
The 4th industrial revolution
✔ Industrial Revolution 1.0
Beginning in the UK in the late 18th century, leads to machine
manufacture with the introduction of
mechanical production methods.
✔ Industrial Revolution 2.0
At the start of the 20th century, mass
industrial production in which
assembly line and factory principles
of products for mass consumption.
At the start of the 1970s, the deployment of
electronics and IT in industrial processes led
to optimized and automated production.
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
The 4th industrial revolution
✔ Industrial Revolution 3.0
Continuation of the automation of production processes, human
responsibilities being overtaken by machines.
✔ Industrial Revolution 4.0
Over the next decade the fourth industrial
revolution will usher in an age of
"decentralized" production.
Industry 4.0 is made possible by smart objects,
autonomous products and decision-making
processes which manage manufacturing and
production networks in close-to-real-time.
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
Value proposition of industry 4.0
✔ Increase agility and flexibility in production process.
✔ Individualize smallest volumes to a high degree of productivity.
✔ Optimizes multi-variant series production.
✔ React faster on changing market requirements.
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
What means industry 4.0 to us?
✔ Data is important to increase production quality, storage
capabilities improve drastically with NoSQL databases.
✔ New technologies provide improved control over your production
processes; e.g. optimize maintenances times
/ down times by prognosis of upcoming failure
of equipment.
✔ New technologies allow different way to
interact, e.g. mobile devices for operating,
supervising and collaboration
✔ New standards like OPC UA and OPC / Java
allow to close technological gaps between shop
floor and business-oriented applications
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
The current approach
What means industry 4.0 to us?
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
What means industry 4.0 to us?
✔ Operate equipment by means of mobile devices
(with respect to actual position of operator)
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
What means industry 4.0 to us?
✔ Supervise equipment by means of OPC
integration and interaction through SCADA
system on mobile devices
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
What means industry 4.0 to us?
✔ Visualize additional data (KPI, technical
documentation, …) of equipment by means
of QR code and devices like google Glass
(or similar)
✔ currently under development!
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Industry 4.0
What means industry 4.0 to us?
✔ Analyse sensor data for purposes like
predictive maintenance, trends and
quality reports
✔ There is a lot of information in production plants:
➢ From several sensors
already installed
➢ From the control parameters
➢ Right now a lot of that
information is not used,
just a small part is used.
✔ currently under development using NoSQL / Big Data
databases and statistical frameworks like weka or Apache Mahout /
Spark
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Reference projects
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Windmill Park
3. ANOMALY
PREDICTION AND
DETECTION
2. MODELLING
e.g. temperature
1. CLUSTERING, e.x.
based on wind turbine
performance
Groups of wind
turbines with similar
performance
Temperature modeling and prediction based on SCADA
dataset, under normal operating conditions.
 e.g. Generator/Gearbox: bearings temperature
Wind farm anomaly detection based on those
temperatures related to the failure:
 e.g: bearing temperature monitoring
Too high % of deviation on
temperature X regarding baseline (the
farm, the model). Dangerous for the
Generator performance.
Client: INGETEAM
Analyzing current sensor values for modeling and predictive maintenance
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
Machine tool
Models
Nominal
conditions
Failure A
Failure B
…
Vector
Clustering
Feature
selection
Frequency Domain:
- Power bandwith
- Spectral lines
Time domain
• RMS
• Curtosis
• …
…
Machine2Fingerprint
Machine1Fingerprint
…
MachineNFingerprint
Currentand
Power
Monitoring
Othersensors
monitoring
Pattern recognition
Prediction/
Prognosis
Realtime
monitoring
Model based analysis Automatic learning
Motorize internal signal (like electric consumption) for predict fails in heads and
lineal guides.
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
17
MES System for Automotive Supplier
Architectural lead on ISA 95 compliant MES System realized with Java EE
The existing solution came to an end in
terms of maintainability and technologies.
The customer asked for a modern solution
catering all needs.
• Training internal teams
• Defining the a new architecture
• Implementation lead
• Staffing of development teams
Implemented for:
• Honda / Ohio
• Volkswagen / Wolfsburg
• Ford / China, Thailand, Turkey and India
Consulting/ Development
Training / Coaching
Research / Academia


Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
18
MES System for Film-stretching industry
Architectural lead on ISA 95 compliant MES System realized with Java EE and Big Data
The existing solution was build by different
vendors and not according to modern
requirements.
The new solution should be re-build based
upon standards like ISA 95 and latest
technologies.
• Training of internal teams
• Defining the a new architecture
• Implementation lead of
distributed teams in
Germany and Romania
• Staffing of development
teams
Consulting/ Development
Training / Coaching
Research / Academia


Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
19
Software Architecture: Review
Architectural review of the application related to planning the production of
the powertrain components of a car manufacturer in Germany
The existing solution was older than 16 years,
maintenance and improvement were almost
impossible due to technical debts.
• Evaluating the existing architecture
• Identification of problematic hot spots
• Defining an optimization strategy
• Developing the new reference architecture
Consulting/ Development
Training / Coaching
Research / Academia


Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
20
eConvey: Operating and supervising conveyors
Implementing a new, mobile solution for operating and supervising
conveyors in the automotive sector (mass production)
The existing solution was operated by 250+
touch screens, the mobile solution was
developed to replace several of these.
Based upon direct OPC interaction the
solution allows:
• to operate the conveyors
(< 5 ms latency),
• to localize the operator (Bluetooth LE),
• to vizualize the current state of the
conveyor(s) by means of a VISU
• to retrieve additional information
by QR-Codes
Consulting/ Development
Training / Coaching
Research / Academia


Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
21
Capturing and analyzing production data
Production data and Big Data Storages in production lines
within the automotive industries
The master thesis of Steffen Templin was done
in collaboration of Dürr Systems, University of
Siegen and Brockhaus Group.
• Real-time
Consulting/ Development
Training / Coaching
Research / Academia


Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
22
Master Thesis: Industry 4.0, CEP and Big Data
Joint Master Thesis in the field of Complex Event Processing and Big Data Storages
in production lines within the automotive industries
The master thesis of Steffen Templin was done
in collaboration of Dürr Systems, University of
Siegen and Brockhaus Group.
• Real-time analysis of complex events from
several streams / sensors in production
processes
• Storing large amounts of sensor data in
NoSQL datastores
• Prototypical implementation using
OpenSource technologies (WSO2 CEP /
ESB, MongoDB)
Consulting/ Development
Training / Coaching
Research / Academia


Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
23
Persons in charge
Prof. Dr. Ing. Thomas Barth
- Studiengangleiter RFH Köln -
Prof. Dr. Julian Reichwald
- Schwerpunkt Industrie 4.0 DHBW Mannheim -
Miguel Perez
- Projektleitung Industrie 4.0 -
Enrique Plaza Soria
- Big Data und Machine Learning -
Matthias Bohnen
- Geschäftsführung Brockhaus Gruppe -
Copyright by Brockhaus GmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt
24
Enough propaganda ...
Contact information:
Brockhaus Consulting GmbH
Gustav Stresemann Ring 1
D - 65189 Wiesbaden
Germany
Fon: +49-611-97774-332
Fax: +49-611-97774-432
Web: www.brockhaus-gruppe.de
Mail: office@brockhaus-gruppe.de

Industry 4.0

  • 1.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 by Tekniker/ES and Brockhaus Group
  • 2.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Who we are: ✔ A partnership between 2 companies: ➢ Tekniker / Basque country, Spain and ➢ Brockhaus Consulting ✔ Expertise in the field of: ➢ Software Development and Software Architecture ➢ MES Systems (also in automotive sector) ➢ Data Acquisition and Analysis in the field of predictive maintenance
  • 3.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt What does industry 4.0 mean to us (and to our customers)
  • 4.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 The 4th industrial revolution The focus for machine building industry might/must shift from hardware to information and information processing … let’s say: software. --- Prof. Dr. Detlef Zühlke / DFKI (Saarbrücken)
  • 5.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 The 4th industrial revolution ✔ Industrial Revolution 1.0 Beginning in the UK in the late 18th century, leads to machine manufacture with the introduction of mechanical production methods. ✔ Industrial Revolution 2.0 At the start of the 20th century, mass industrial production in which assembly line and factory principles of products for mass consumption. At the start of the 1970s, the deployment of electronics and IT in industrial processes led to optimized and automated production.
  • 6.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 The 4th industrial revolution ✔ Industrial Revolution 3.0 Continuation of the automation of production processes, human responsibilities being overtaken by machines. ✔ Industrial Revolution 4.0 Over the next decade the fourth industrial revolution will usher in an age of "decentralized" production. Industry 4.0 is made possible by smart objects, autonomous products and decision-making processes which manage manufacturing and production networks in close-to-real-time.
  • 7.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 Value proposition of industry 4.0 ✔ Increase agility and flexibility in production process. ✔ Individualize smallest volumes to a high degree of productivity. ✔ Optimizes multi-variant series production. ✔ React faster on changing market requirements.
  • 8.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 What means industry 4.0 to us? ✔ Data is important to increase production quality, storage capabilities improve drastically with NoSQL databases. ✔ New technologies provide improved control over your production processes; e.g. optimize maintenances times / down times by prognosis of upcoming failure of equipment. ✔ New technologies allow different way to interact, e.g. mobile devices for operating, supervising and collaboration ✔ New standards like OPC UA and OPC / Java allow to close technological gaps between shop floor and business-oriented applications
  • 9.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt The current approach What means industry 4.0 to us?
  • 10.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 What means industry 4.0 to us? ✔ Operate equipment by means of mobile devices (with respect to actual position of operator)
  • 11.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 What means industry 4.0 to us? ✔ Supervise equipment by means of OPC integration and interaction through SCADA system on mobile devices
  • 12.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 What means industry 4.0 to us? ✔ Visualize additional data (KPI, technical documentation, …) of equipment by means of QR code and devices like google Glass (or similar) ✔ currently under development!
  • 13.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Industry 4.0 What means industry 4.0 to us? ✔ Analyse sensor data for purposes like predictive maintenance, trends and quality reports ✔ There is a lot of information in production plants: ➢ From several sensors already installed ➢ From the control parameters ➢ Right now a lot of that information is not used, just a small part is used. ✔ currently under development using NoSQL / Big Data databases and statistical frameworks like weka or Apache Mahout / Spark
  • 14.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Reference projects
  • 15.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Windmill Park 3. ANOMALY PREDICTION AND DETECTION 2. MODELLING e.g. temperature 1. CLUSTERING, e.x. based on wind turbine performance Groups of wind turbines with similar performance Temperature modeling and prediction based on SCADA dataset, under normal operating conditions.  e.g. Generator/Gearbox: bearings temperature Wind farm anomaly detection based on those temperatures related to the failure:  e.g: bearing temperature monitoring Too high % of deviation on temperature X regarding baseline (the farm, the model). Dangerous for the Generator performance. Client: INGETEAM Analyzing current sensor values for modeling and predictive maintenance
  • 16.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt Machine tool Models Nominal conditions Failure A Failure B … Vector Clustering Feature selection Frequency Domain: - Power bandwith - Spectral lines Time domain • RMS • Curtosis • … … Machine2Fingerprint Machine1Fingerprint … MachineNFingerprint Currentand Power Monitoring Othersensors monitoring Pattern recognition Prediction/ Prognosis Realtime monitoring Model based analysis Automatic learning Motorize internal signal (like electric consumption) for predict fails in heads and lineal guides.
  • 17.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 17 MES System for Automotive Supplier Architectural lead on ISA 95 compliant MES System realized with Java EE The existing solution came to an end in terms of maintainability and technologies. The customer asked for a modern solution catering all needs. • Training internal teams • Defining the a new architecture • Implementation lead • Staffing of development teams Implemented for: • Honda / Ohio • Volkswagen / Wolfsburg • Ford / China, Thailand, Turkey and India Consulting/ Development Training / Coaching Research / Academia  
  • 18.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 18 MES System for Film-stretching industry Architectural lead on ISA 95 compliant MES System realized with Java EE and Big Data The existing solution was build by different vendors and not according to modern requirements. The new solution should be re-build based upon standards like ISA 95 and latest technologies. • Training of internal teams • Defining the a new architecture • Implementation lead of distributed teams in Germany and Romania • Staffing of development teams Consulting/ Development Training / Coaching Research / Academia  
  • 19.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 19 Software Architecture: Review Architectural review of the application related to planning the production of the powertrain components of a car manufacturer in Germany The existing solution was older than 16 years, maintenance and improvement were almost impossible due to technical debts. • Evaluating the existing architecture • Identification of problematic hot spots • Defining an optimization strategy • Developing the new reference architecture Consulting/ Development Training / Coaching Research / Academia  
  • 20.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 20 eConvey: Operating and supervising conveyors Implementing a new, mobile solution for operating and supervising conveyors in the automotive sector (mass production) The existing solution was operated by 250+ touch screens, the mobile solution was developed to replace several of these. Based upon direct OPC interaction the solution allows: • to operate the conveyors (< 5 ms latency), • to localize the operator (Bluetooth LE), • to vizualize the current state of the conveyor(s) by means of a VISU • to retrieve additional information by QR-Codes Consulting/ Development Training / Coaching Research / Academia  
  • 21.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 21 Capturing and analyzing production data Production data and Big Data Storages in production lines within the automotive industries The master thesis of Steffen Templin was done in collaboration of Dürr Systems, University of Siegen and Brockhaus Group. • Real-time Consulting/ Development Training / Coaching Research / Academia  
  • 22.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 22 Master Thesis: Industry 4.0, CEP and Big Data Joint Master Thesis in the field of Complex Event Processing and Big Data Storages in production lines within the automotive industries The master thesis of Steffen Templin was done in collaboration of Dürr Systems, University of Siegen and Brockhaus Group. • Real-time analysis of complex events from several streams / sensors in production processes • Storing large amounts of sensor data in NoSQL datastores • Prototypical implementation using OpenSource technologies (WSO2 CEP / ESB, MongoDB) Consulting/ Development Training / Coaching Research / Academia  
  • 23.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 23 Persons in charge Prof. Dr. Ing. Thomas Barth - Studiengangleiter RFH Köln - Prof. Dr. Julian Reichwald - Schwerpunkt Industrie 4.0 DHBW Mannheim - Miguel Perez - Projektleitung Industrie 4.0 - Enrique Plaza Soria - Big Data und Machine Learning - Matthias Bohnen - Geschäftsführung Brockhaus Gruppe -
  • 24.
    Copyright by BrockhausGmbH, alle Rechte reserviert, unautorisierte Vervielfältigung untersagt 24 Enough propaganda ... Contact information: Brockhaus Consulting GmbH Gustav Stresemann Ring 1 D - 65189 Wiesbaden Germany Fon: +49-611-97774-332 Fax: +49-611-97774-432 Web: www.brockhaus-gruppe.de Mail: office@brockhaus-gruppe.de

Editor's Notes

  • #18 Date: Technologies: Remarks: Contact: Matthias Bohnen, Thomas Barth, Steffen Rumpf
  • #19 Date: Technologies: Remarks: Contact: Matthias Bohnen, Thomas Barth, Steffen Rumpf
  • #20 Date: Technologies: Remarks: Contact: Matthias Bohnen, Thomas Barth, Steffen Rumpf
  • #21 Date: Technologies: Remarks: Contact: Matthias Bohnen, Thomas Barth, Steffen Rumpf
  • #22 Date: Technologies: Remarks: Contact: Matthias Bohnen, Thomas Barth, Steffen Rumpf
  • #23 Date: Technologies: Remarks: Contact: Matthias Bohnen, Thomas Barth, Steffen Rumpf
  • #24 Date: Technologies: Remarks: Contact: Matthias Bohnen, Thomas Barth, Steffen Rumpf