Industrie 4.0 Overview and Fundamental Concepts

Größe: px
Ab Seite anzeigen:

Download "Industrie 4.0 Overview and Fundamental Concepts"

Transkript

1 Industrie 4.0 Overview and Fundamental Concepts Prof. Dr.-Ing. Reiner Anderl Department of Computer Integrated Design (DiK) Faculty of Mechanical Engineering Technische Universität Darmstadt Otto-Berndt-Straße Darmstadt

2 Industrie 4.0 Overview and Fundamental Concepts 1. Introduction 2. Industrie 4.0 Organization and Fundamental Concepts - Reference Architecture Model Industrie 4.0 (RAMI 4.0) - Industrie 4.0 Component 3. Efficient Factory 4.0 and SME Competence Center - Industrie 4.0 in a Global Context - Competence Analysis - Efficient Factory SME Competence Center Major Research Clusters - Digital Twin - New Security Culture - Industrial Implementation Guideline 5. Summary Folie 2

3 Industrie 4.0 Overview and Fundamental Concepts 1. Introduction 2. Industrie 4.0 Organization and Fundamental Concepts - Reference Architecture Model Industrie 4.0 (RAMI 4.0) - Industrie 4.0 Component 3. Efficient Factory 4.0 and SME Competence Center - Industrie 4.0 in a Global Context - Competence Analysis - Efficient Factory SME Competence Center Major Research Clusters - Digital Twin - New Security Culture - Industrial Implementation Guideline 5. Summary Folie 3

4 Development of information and communication technology (1) Hypertext hyperlinked documents Multimedia hyperlinked media Socialmedia (1) networking people (1995) (1985,1997,1998) (1998) (2004) (2005) (1995) World Wide Web (1994) (1999) Java, UML, XML (2006) Web Services Web Web 1.0 Web Source: Dr. Dais, Bosch Folie 4

5 Development of information and communication technology (2) Socialmedia (2) networking companies Cyber-Physical Media interconnected and communicating systems Future Media? 5G Mobilfunk 10 Gbit/s App technology Industrie 4.0 component Web 3.0 Web A.B Web X.Y Folie 5

6 The Dream was born Prof. Kagermann (acatech) Prof. Wahlster (DFKI) Prof. Lukas (BMBF) Folie 6

7 Industrie 4.0 what does it mean? The term Industrie 4.0 is a play on words consisting of 3 parts. First Industrie indicates that this initiative is dedicated to industry. Second,.0 references the internet technology and intends to create the association with Web 1.0, Web 2.0, Web 3.0, Web technology. Third, the 4 stands for the 4th industrial revolution and aims at reaching a new level of industrial value chains covering the whole product lifecycle. Folie 7

8 Approaches for smart systems Improvement of the added value Based on functional integration Further improvement of the added value based on cyber-physical systems Aktor M Sensor Controller Adaptive controller Mechanics Mechatronics Adaptronic Networked and communicating systems Smart Plant Smart Factory Smart City Cyber-physical systems support networking and communication Condition Monitoring Source: TU Darmstadt, Effiziente Fabrik 4.0 Source: TU Darmstadt Systems and Structural Health Monitoring Smart Grid Smart Products Smart Logistics Smart Home Remote Diagnosis and Control Tracking and Tracing Source: TU Darmstadt, ESE Folie 8

9 Industrie 4.0 Overview and Fundamental Concepts 1. Introduction 2. Industrie 4.0 Organization and Fundamental Concepts - Reference Architecture Model Industrie 4.0 (RAMI 4.0) - Industrie 4.0 Component 3. Efficient Factory 4.0 and SME Competence Center - Industrie 4.0 in a Global Context - Competence Analysis - Efficient Factory SME Competence Center Major Research Clusters - Digital Twin - New Security Culture - Industrial Implementation Guideline 5. Summary Folie 9

10 Plattform Industrie 4.0 Folie 10

11 The Plattform Industrie 4.0 Working Groups Reference architectures, Standards and Standardisation Research and Development Security of networked Systems Legal Conditions Work, Initial and Continuing Education Development of the RAMI 4.0-model Standardisation and international cooperation Application scenarios of Industrie 4.0 making the future comprehensible R&D roadmap and innovation strategies IT Security for Industrie 4.0 IT Security in initial and continuing education Need for action to reflect civil procedures and civil procedure laws, IT and data protection law, product liability law, IP law and also employment law Work 4.0, Initial and Continuing Education in Industrie 4.0,need and fields for action, treatment recommendation In the range of qualification/ education jsessionid=13b30491aa49b1a f45da1 Folie 11

12 Publications of the Plattform Industrie 4.0 Folie 12

13 Implementation recommendations for Industrie 4.0 Effective: April 14, 2015 Industrie 4.0 component RAMI 4.0 Research roadmap Folie 13

14 Referenzarchitektur für Industrie 4.0 RAMI 4.0 IPv6 URI Source: based on Umsetzungsstrategie Industrie 4.0, BITKOM, VDMA, ZVEI; April 2015 Folie 14

15 Industrie 4.0 Component Folie 15

16 Industrie 4.0 Component VPN-Client https-server https-client Shell Administration Source: E. Tantik, DiK Header Data Management Module Sector Module 1 Module 2 Module n Internal Interface Entity Functionality Main Functionality App Sector App 1 App 2 App n Folie 16

17 Beispiel einer Industrie 4.0 Komponente Roboterarm Folie 17

18 Industrie 4.0 Overview and Fundamental Concepts 1. Introduction 2. Industrie 4.0 Organization and Fundamental Concepts - Reference Architecture Model Industrie 4.0 (RAMI 4.0) - Industrie 4.0 Component 3. Efficient Factory 4.0 and SME Competence Center - Industrie 4.0 in a Global Context - Competence Analysis - Efficient Factory SME Competence Center Major Research Clusters - Digital Twin - New Security Culture - Industrial Implementation Guideline 5. Summary Folie 18

19 Publications acatech (1) Industrie 4.0 in a Global Context Source: acatech Folie 19

20 Publications acatech (2) Industrie 4.0 in a Global Context (excerpt) Source: acatech Industrie 4.0 in a Global Context Source: acatech Industrie 4.0 in a Global Context Folie 20

21 Publications acatech (3) Industrie 4.0 in a Global Context (excerpt) Folie 21

22 Publications acatech (4) Competences for Industrie 4.0 Strongest demand exists for Data-analysis and data interpretation Trans-divisional process Know-How and -management Interdisciplinary thinking and acting Customer relation management and new leadership competences Differences big enterprises and SMEs Big enterprises: Focus on technology- and data driven management SMEs: Focus on process management and customer satisfaction Danger of digital divide Folie 22

23 Competence Centers Industrie 4.0 in Germany Hamburg Bremen Dortmund Paderborn Aachen Kaiserslautern Hannover Lemgo Darmstadt MiT 4.0 Dortmund Ilmenau Potsdam Igersheim Berlin- Brandenburg Berlin Chemnitz Chemnitz Kaiserslautern Karlsruhe Stuttgart Augsburg Stuttgart München Source: Wissenschaftlicher Beirat Industrie 4.0 Folie 23

24 Strategy to Transfer Industrie 4.0 to Industry Research and Development Labs Demonstration and Learning Centers Competence and Transfer Center Prototyping and Testbed Centers Folie 24

25 Uses Cases Efficient Factory 4.0 Use Case 4 Flexible intelligent worker assistance systems Use Case 1 Paperless and integrated quality assurance Components as information carriers Unified data management Use Case 3 Condition and energy monitoring Use Case 2 Digital value stream Real-time capable production controlling Folie 25

26 Manucatured Parts and Components are Information Carriers Folie 26

27 Industrie 4.0 Components as Information Carriers Folie 27

28 Monitoring of Value Added Processes Folie 28

29 Don t forget Industrie 4.0 People! Human centric environments Continuous learning and advanced qualification paths from professional qualification to academic qualification Networks of good pratice Knowledge and competence building on the job Job enrichment Interdisciplinary awareness, thinking and understanding Agile skills (delta engineering to adapt appropriate skills) Folie 29

30 Darmstadt Competence Center for Small and Medium Sized Industry (MiT 4.0) Folie 30

31 Industrie 4.0 Overview and Fundamental Concepts 1. Introduction 2. Industrie 4.0 Organization and Fundamental Concepts - Reference Architecture Model Industrie 4.0 (RAMI 4.0) - Industrie 4.0 Component 3. Efficient Factory 4.0 and SME Competence Center - Industrie 4.0 in a Global Context - Competence Analysis - Efficient Factory SME Competence Center Major Research Clusters - Digital Twin - New Security Culture - Industrial Implementation Guideline 5. Summary Folie 31

32 The Digital Twin as a digital representation of existing technical objects Bildquelle: Zerspanungstechnik Bildquelle: aniwaa.com Product data model Physical product with semantic product memory Component data model Digital Twin: digital representation of individual physically existing components Folie 32

33 Example (2): Digital Twin of a xy-lasercutter Approach for the development of a digital twin for a CPPS Use case: xy-lasercutter Digital Twin of a xy-lasercutter Cyber-physical xy-lasercutter Cyber Production System Physical bidirectional associativity Validation Verification Ramp-up Maintenance Folie 33

34 IUNO Partners Folie 34

35 IUNO National Reference Project: IT-Security for Industrie 4.0 Project- & Knowledge Management Advisory Board (BSI, Industry, Research, Associations) Use Cases Kundenindividuelle Customer specific production Produktion(Homag) Kundenindividuelle Produktionsprozess Production prozesses Produktion für for intelligentes smart parts and Werkstück assemblies (Losgröße Eins) Web-Plattform Web-Platform for für remote Fernwartung control (Bosch) Web-Plattform Gegenseitiger Remote access für ortsunabhängiger strategies Fernwartung and mgmt. Zugriff (Trust Management / Trust Boundaries) Technologiedaten-Marktplatz Market place for technology data (Trumpf) Technologiedaten-Marktplatz Austausch Data exchange von Maschinendaten (Machine as a Service / DRM) Visual security-control (VW) Visueller Management Security-Leitstand visualisation of security data National Reference Implementation Analysis of Requirements Models and Specifikations Toolboxes Folie 35

36 VDMA guideline Industrie 4.0: Toolbox Industrie 4.0 The key element of the guideline Industrie 4.0 is the Toolbox Industrie 4.0 The Toolbox Industrie 4.0 is used to analyze the company s competences and to generate strategies for approaching Industrie 4.0. Source: Leitfaden Industrie 4.0 Orientierungshilfe zur Einführung in den Mittelstand, VDMA Folie 36

37 VDM guideline Industrie 4.0: Toolbox Industrie 4.0 Structure of the toolbox: Application level: Six application levels to identify themes for ideas in the field of Industrie 4.0. The combination provides the functionality. Performance level: Five technological, building on one another performance levels for positioning and strategy development. The highest level represents the vision Industrie 4.0. Performance level Application level Source: Leitfaden Industrie 4.0 Orientierungshilfe zur Einführung in den Mittelstand, VDMA Folie 37

38 VDMA guideline Industrie 4.0: Results for products und production Procedure: 1. Classification with respect to performance levels of the Toolbox Industrie Identification of the existing performance profile in the toolbox 3. Definition of the target profile in the toolbox Folie 38 Source: Leitfaden Industrie 4.0 Orientierungshilfe zur Einführung in den Mittelstand, VDMA

39 Industrie 4.0 Overview and Fundamental Concepts 1. Introduction 2. Industrie 4.0 Organization and Fundamental Concepts - Reference Architecture Model Industrie 4.0 (RAMI 4.0) - Industrie 4.0 Component 3. Efficient Factory 4.0 and SME Competence Center - Industrie 4.0 in a Global Context - Competence Analysis - Efficient Factory SME Competence Center Major Research Clusters - Digital Twin - New Security Culture - Industrial Implementation Guideline 5. Summary Folie 39

40 Conclusions Industrie 4.0 is a key initiative of the German hightech strategy supported by the German government and to be implemented by industry. Key strategy of Industrie 4.0 is the creation of new innovation for smart systems such as smart products, smart production systems, smart logistics or smart grids based on the integration of internet based communication and embedded control software to ensure sustainablity and environmental soundness. Future research activities will also need to address - safety, security, privacy and knowledge protection, - new business models as well as - human factors impact New advanced engineering methods are required to support the developemnt of smart products able to self-control their functionality and to communicate with other smart systems as well as with humans. Industrie 4.0 is a fascinating technology and each enterprise has to decide whether and if so how to implement Industrie 4.0. Folie 40

41 Thank you for your attention! I cannot say whether things will get better if we change; what I can say is they must change if they are to get better. Georg Christoph Lichtenberg ( ) German scientist, author and philosopher Source: TU Darmstadt / kh-architekten

A Realization Guideline for Industrie 4.0

A Realization Guideline for Industrie 4.0 A Realization Guideline for Industrie 4.0 Prof. Dr.-Ing. Reiner Anderl Department of Computer Integrated Design (DiK) Faculty of Mechanical Engineering Technische Universität Darmstadt Otto-Berndt-Straße

Mehr

Transfer of Technology from Science to Practice

Transfer of Technology from Science to Practice Transfer of Technology from Science to Practice Prof. Dr.-Ing. Reiner Anderl Fachgebiet Datenverarbeitung in der Konstruktion (DiK) Petersenstr. 30 64287 Darmstadt Tel.: 06151 /166001 Email: anderl@dik.tu-darmstadt.de

Mehr

WE SHAPE INDUSTRY 4.0 BOSCH CONNECTED INDUSTRY DR.-ING. STEFAN AßMANN

WE SHAPE INDUSTRY 4.0 BOSCH CONNECTED INDUSTRY DR.-ING. STEFAN AßMANN WE SHAPE INDUSTRY 4.0 BOSCH CONNECTED INDUSTRY DR.-ING. STEFAN AßMANN Bosch-Definition for Industry 4.0 Our Seven Features Connected Manufacturing Connected Logistics Connected Autonomous and Collaborative

Mehr

Sustainability Balanced Scorecard as a Framework for Eco-Efficiency Analysis

Sustainability Balanced Scorecard as a Framework for Eco-Efficiency Analysis Sustainability Balanced Scorecard as a Framework for Eco-Efficiency Analysis Andreas Möller amoeller@uni-lueneburg.de umweltinformatik.uni-lueneburg.de Stefan Schaltegger schaltegger@uni-lueneburgde www.uni-lueneburg.de/csm

Mehr

INTERREG IIIa Project R&D - Ready for Research and Development Project results and ongoing activities

INTERREG IIIa Project R&D - Ready for Research and Development Project results and ongoing activities INTERREG IIIa Project R&D - Ready for Research and Development Project results and ongoing activities Györ, 5th December 2007 Key regions + perifary for surveys Background objectives CENTROPE needs a strategy

Mehr

Environmental management in German institutions of higher education: Lessons learnt and steps toward sustainable management

Environmental management in German institutions of higher education: Lessons learnt and steps toward sustainable management Environmental management in German institutions of higher education: Lessons learnt and steps toward sustainable management Lüneburg, Juni 23/24, 2005 Joachim Müller Sustainable Management of Higher Education

Mehr

Industrie 4.0 Predictive Maintenance. Kay Jeschke SAP Deutschland AG & Co. KG., Februar, 2014

Industrie 4.0 Predictive Maintenance. Kay Jeschke SAP Deutschland AG & Co. KG., Februar, 2014 Industrie 4.0 Predictive Maintenance Kay Jeschke SAP Deutschland AG & Co. KG., Februar, 2014 Anwendungsfälle Industrie 4.0 Digitales Objektgedächtnis Adaptive Logistik Responsive Manufacturing Intelligenter

Mehr

Technische Universität Kaiserslautern Lehrstuhl für Virtuelle Produktentwicklung

Technische Universität Kaiserslautern Lehrstuhl für Virtuelle Produktentwicklung functions in SysML 2.0 La Jolla, 22.05.2014 12/10/2015 Technische Universität Kaiserslautern Lehrstuhl für Virtuelle Produktentwicklung Dipl. Wirtsch.-Ing. Christian Muggeo Dipl. Wirtsch.-Ing. Michael

Mehr

From a Qualification Project to the Foundation of a Logistics Network Thuringia. Logistik Netzwerk Thüringen e.v.

From a Qualification Project to the Foundation of a Logistics Network Thuringia. Logistik Netzwerk Thüringen e.v. From a Qualification Project to the Foundation of a Logistics Network Thuringia Strengthening the role of Logistics through Corporate Competence Development a pilot project by Bildungswerk der Thüringer

Mehr

Online Learning in Management

Online Learning in Management 43 rd EUCEN Conference 2012 Workshop: Supporting the individual learner in ULLL The Makes and Brakes of Collaborative E-Learning: Online Learning in Management - A case study - Dr. Marion Bruhn-Suhr University

Mehr

Lessons learned from co-operation The project Virtual interaction with Web 2.0 in companies

Lessons learned from co-operation The project Virtual interaction with Web 2.0 in companies Lessons learned from co-operation The project Virtual interaction with Web 2.0 in companies 43 rd EUCEN Conference Lena Oswald Center of Continuing University Education Hamburg University Agenda The project

Mehr

European Qualification Strategies in Information and Communications Technology (ICT)

European Qualification Strategies in Information and Communications Technology (ICT) European Qualification Strategies in Information and Communications Technology (ICT) Towards a European (reference) ICT Skills and Qualification Framework Results and Recommendations from the Leornardo-da-Vinci-II

Mehr

HIR Method & Tools for Fit Gap analysis

HIR Method & Tools for Fit Gap analysis HIR Method & Tools for Fit Gap analysis Based on a Powermax APML example 1 Base for all: The Processes HIR-Method for Template Checks, Fit Gap-Analysis, Change-, Quality- & Risk- Management etc. Main processes

Mehr

Customer-specific software for autonomous driving and driver assistance (ADAS)

Customer-specific software for autonomous driving and driver assistance (ADAS) This press release is approved for publication. Press Release Chemnitz, February 6 th, 2014 Customer-specific software for autonomous driving and driver assistance (ADAS) With the new product line Baselabs

Mehr

Industrie 4.0 The Impact of Digitization on Sustainable Value Creation

Industrie 4.0 The Impact of Digitization on Sustainable Value Creation Industrie 4.0 The Impact of Digitization on Sustainable Value Creation INTANGIBLES: THE EUROPEAN STATE OF THE ART 2nd International Policy Conference Frankfurt am Main, 12. September 2017 Professor Dr.

Mehr

Big Data Analytics. Fifth Munich Data Protection Day, March 23, Dr. Stefan Krätschmer, Data Privacy Officer, Europe, IBM

Big Data Analytics. Fifth Munich Data Protection Day, March 23, Dr. Stefan Krätschmer, Data Privacy Officer, Europe, IBM Big Data Analytics Fifth Munich Data Protection Day, March 23, 2017 C Dr. Stefan Krätschmer, Data Privacy Officer, Europe, IBM Big Data Use Cases Customer focused - Targeted advertising / banners - Analysis

Mehr

Unternehmensweite IT Architekturen

Unternehmensweite IT Architekturen Unternehmensweite IT Architekturen Part 1: IT Systems Architecture, Roles and Responsibilities of IT Architects Part 2: Solution Architecture, based on a practical Case Study Part 3: SOA (Service Oriented

Mehr

Security for Safety in der Industrieautomation Konzepte und Lösungsansätze des IEC 62443

Security for Safety in der Industrieautomation Konzepte und Lösungsansätze des IEC 62443 Security for Safety in der Industrieautomation Konzepte und Lösungsansätze des IEC 62443 Roadshow INDUSTRIAL IT SECURITY Dr. Thomas Störtkuhl 18. Juni 2013 Folie 1 Agenda Einführung: Standard IEC 62443

Mehr

Dr. Bernd Korves October 05, 2015

Dr. Bernd Korves October 05, 2015 Workshop Platforms for connected Factories of the Future The Future of Manufacturing On the way to Industry 4.0 Dr. Bernd Korves October 05, 2015 Digitalization changes everything New business models in

Mehr

TMF projects on IT infrastructure for clinical research

TMF projects on IT infrastructure for clinical research Welcome! TMF projects on IT infrastructure for clinical research R. Speer Telematikplattform für Medizinische Forschungsnetze (TMF) e.v. Berlin Telematikplattform für Medizinische Forschungsnetze (TMF)

Mehr

The Future Internet in Germany and Europe

The Future Internet in Germany and Europe The Future Internet in Germany and Europe David Kennedy Direktor Eurescom GmbH Heidelberg, Deutschland Starting point.. The innovative society and sustainable economy of Europe 2020 will be based on ICT

Mehr

on Software Development Design

on Software Development Design Werner Mellis A Systematic on Software Development Design Folie 1 von 22 How to describe software development? dimensions of software development organizational division of labor coordination process formalization

Mehr

Cloud Computing in der öffentlichen Verwaltung

Cloud Computing in der öffentlichen Verwaltung Cloud Computing in der öffentlichen Verwaltung Willy Müller - Open Cloud Day 19.6.2012 2 Plug and Cloud? 3 The plug tower BPaaS Software SaaS Platform PaaS Storage/ Computing IaaS Internet Power grid 4

Mehr

Prozesse als strategischer Treiber einer SOA - Ein Bericht aus der Praxis

Prozesse als strategischer Treiber einer SOA - Ein Bericht aus der Praxis E-Gov Fokus Geschäftsprozesse und SOA 31. August 2007 Prozesse als strategischer Treiber einer SOA - Ein Bericht aus der Praxis Der Vortrag zeigt anhand von Fallbeispielen auf, wie sich SOA durch die Kombination

Mehr

Smart Specialisation. Practical Example: Creative Industries Network Baden-Wuerttemberg

Smart Specialisation. Practical Example: Creative Industries Network Baden-Wuerttemberg Smart Specialisation Practical Example: Creative Industries Network Baden-Wuerttemberg Ulrich Winchenbach MFG Innovation Agency for ICT and Media of the State of Baden-Wuerttemberg Stuttgart, 24. Mai 2012

Mehr

Self-Organisation in Germany s Higher Education IT

Self-Organisation in Germany s Higher Education IT EUNIS 2014-06-12 Self-Organisation in Germany s Higher Education IT Hartmut Hotzel ZKI Vice President & Director of IT-Services, Bauhaus-Universität Weimar 1 Self-Organisation in Germany s HE IT 1. Pinpointing

Mehr

Challenges for the future between extern and intern evaluation

Challenges for the future between extern and intern evaluation Evaluation of schools in switzerland Challenges for the future between extern and intern evaluation Michael Frais Schulentwicklung in the Kanton Zürich between internal evaluation and external evaluation

Mehr

Making quality visible. National Quality Certificate for Old Age and Nursing Homes in Austria (NQC)

Making quality visible. National Quality Certificate for Old Age and Nursing Homes in Austria (NQC) Making quality visible. National Quality Certificate for Old Age and Nursing Homes in Austria (NQC) Human Rights Council Genf, 15 September 2015 The Austrian System of Long Term Care System: 2 main components:

Mehr

ISO 15504 Reference Model

ISO 15504 Reference Model Process flow Remarks Role Documents, data, tools input, output Start Define purpose and scope Define process overview Define process details Define roles no Define metrics Pre-review Review yes Release

Mehr

Engineering the Factory of the Future Now.Next.Beyond. Heiko Schwindt VP Automation & Electrification Solutions, Bosch Rexroth

Engineering the Factory of the Future Now.Next.Beyond. Heiko Schwindt VP Automation & Electrification Solutions, Bosch Rexroth Engineering the Factory of the Future Now.Next.Beyond. Heiko Schwindt VP Automation & Electrification Solutions, Bosch Rexroth Connect on LinkedIn www.linkedin.com/in/heiko-schwindt-625039140/ 1 "The challenge

Mehr

Support Technologies based on Bi-Modal Network Analysis. H. Ulrich Hoppe. Virtuelles Arbeiten und Lernen in projektartigen Netzwerken

Support Technologies based on Bi-Modal Network Analysis. H. Ulrich Hoppe. Virtuelles Arbeiten und Lernen in projektartigen Netzwerken Support Technologies based on Bi-Modal Network Analysis H. Agenda 1. Network analysis short introduction 2. Supporting the development of virtual organizations 3. Supporting the development of compentences

Mehr

The Development and Use of Industrial Robots the Educational/Work Science Perspective (part 1)

The Development and Use of Industrial Robots the Educational/Work Science Perspective (part 1) Prof. Dr. Martin Fischer Institut für Berufspädagogik und Allgemeine Pädagogik Internet: http://www.ibp.kit.edu The Development and Use of Industrial Robots the Educational/Work Science Perspective (part

Mehr

IATUL SIG-LOQUM Group

IATUL SIG-LOQUM Group Purdue University Purdue e-pubs Proceedings of the IATUL Conferences 2011 IATUL Proceedings IATUL SIG-LOQUM Group Reiner Kallenborn IATUL SIG-LOQUM Group Reiner Kallenborn, "IATUL SIG-LOQUM Group." Proceedings

Mehr

Darstellung und Anwendung der Assessmentergebnisse

Darstellung und Anwendung der Assessmentergebnisse Process flow Remarks Role Documents, data, tool input, output Important: Involve as many PZU as possible PZO Start Use appropriate templates for the process documentation Define purpose and scope Define

Mehr

Providers of climate services in Germany

Providers of climate services in Germany Providers of climate services in Germany National Dialog Prof. Dr. Maria Manez Costa Dr. Jörg Cortekar 2 Procedure Mapping of climate services providers - Germany Network development between the providers

Mehr

Methodik. zur prozessübergreifenden Integration. der Digitalen Fabrik. der Rechts- und Wirtschaftswissenschaftlichen Fakultät

Methodik. zur prozessübergreifenden Integration. der Digitalen Fabrik. der Rechts- und Wirtschaftswissenschaftlichen Fakultät Methodik zur prozessübergreifenden Integration der Digitalen Fabrik in bestehende Unternehmensstrukturen der Rechts- und Wirtschaftswissenschaftlichen Fakultät des Fachbereichs Wirtschaftswissenschaften

Mehr

Landwirtschaft 4.0 rückt näher, dank der individuellen und herstellerübergreifenden Datenaustauschplattform

Landwirtschaft 4.0 rückt näher, dank der individuellen und herstellerübergreifenden Datenaustauschplattform 30.09.2016 Dr. Johannes Sonnen Landwirtschaft 4.0 rückt näher, dank der individuellen und herstellerübergreifenden Datenaustauschplattform 1 / 20 DKE-Founding 2 / 20 Customers have precise Datamanagement

Mehr

Vernetzte Industrie Vernetzte Systeme: Position, Strategie und Lösungen PLM Future 2016 Kaiserslautern Matthias Schmich Siemens Industry Software

Vernetzte Industrie Vernetzte Systeme: Position, Strategie und Lösungen PLM Future 2016 Kaiserslautern Matthias Schmich Siemens Industry Software Vernetzte Industrie Vernetzte Systeme: Position, Strategie und Lösungen PLM Future 2016 Kaiserslautern Matthias Schmich Siemens Industry Software Siemens AG 2016 Was wird die Zukunft bringen? Wandel in

Mehr

Corporate Digital Learning, How to Get It Right. Learning Café

Corporate Digital Learning, How to Get It Right. Learning Café 0 Corporate Digital Learning, How to Get It Right Learning Café Online Educa Berlin, 3 December 2015 Key Questions 1 1. 1. What is the unique proposition of digital learning? 2. 2. What is the right digital

Mehr

Social Sciences and Humanities role in Social Innovation Some key observations from the experience of TU Dortmund University sfs

Social Sciences and Humanities role in Social Innovation Some key observations from the experience of TU Dortmund University sfs Social Sciences and Humanities role in Social Innovation Some key observations from the experience of TU Dortmund University sfs Jürgen Howaldt & Dmitri Domanski Rethinking the role of Social Sciences

Mehr

NAVIGATOR W.I.R.E. OFFERING MEMBERSHIP HORIZON SCANNING FOR BUSINESS, SCIENCE AND SOCIETY [ WEB FOR INTERDISCIPLINARY RESEARCH & EXPERTISE ]

NAVIGATOR W.I.R.E. OFFERING MEMBERSHIP HORIZON SCANNING FOR BUSINESS, SCIENCE AND SOCIETY [ WEB FOR INTERDISCIPLINARY RESEARCH & EXPERTISE ] OFFERING MEMBERSHIP NAVIGATOR HORIZON SCANNING FOR BUSINESS, SCIENCE AND SOCIETY W.I.R.E. THINK TANK W.I.R.E [ WEB FOR INTERDISCIPLINARY RESEARCH & EXPERTISE ] THINK TANK FOR BUSINESS, SCIENCE & SOCIETY

Mehr

Outline. 5. A Chance for Entrepreneurs? Porter s focus strategy and the long tail concept. 6. Discussion. Prof. Dr. Anne König, Germany, 27. 08.

Outline. 5. A Chance for Entrepreneurs? Porter s focus strategy and the long tail concept. 6. Discussion. Prof. Dr. Anne König, Germany, 27. 08. Mass Customized Printed Products A Chance for Designers and Entrepreneurs? Burgdorf, 27. 08. Beuth Hochschule für Technik Berlin Prof. Dr. Anne König Outline 1. Definitions 2. E-Commerce: The Revolution

Mehr

Repositioning University Collections as Scientific Infrastructures.

Repositioning University Collections as Scientific Infrastructures. Repositioning University Collections as Scientific Infrastructures. HUMANE Seminar Academic Cultural Heritage: The Crown Jewels of Academia Rome, November 14-16, 2014 Dr. Cornelia Weber Humboldt University

Mehr

Geistes-, Natur-, Sozial- und Technikwissenschaften gemeinsam unter einem Dach. Programmes for refugees at Bielefeld University

Geistes-, Natur-, Sozial- und Technikwissenschaften gemeinsam unter einem Dach. Programmes for refugees at Bielefeld University Programmes for refugees at Bielefeld University 1 Bielefeld University Funded in 1969 Middle-sized university with 28.000 students, 1800 of them international students, 13 faculties: main focus on Natural

Mehr

Call Centers and Low Wage Employment in International Comparison

Call Centers and Low Wage Employment in International Comparison Wissenschaftszentrum Nordrhein-Westfalen Kulturwissenschaftliches Institut Wuppertal Institut für Klima, Umwelt, Energie Institut Arbeit und Technik Call Centers and Low Wage Employment in International

Mehr

Abschnitt 1. BPM als Lingua franca. Management, Fachbereiche und IT Ist BPM ein Weg zur (Auf-)Lösung der Sprachbarriere?

Abschnitt 1. BPM als Lingua franca. Management, Fachbereiche und IT Ist BPM ein Weg zur (Auf-)Lösung der Sprachbarriere? BPM als Lingua franca Management, Fachbereiche und IT Ist BPM ein Weg zur (Auf-)Lösung der Sprachbarriere? Abschnitt 1 All trademarks used are the property of their respective owners Lingua franca Language

Mehr

Rough copy for the art project >hardware/software< of the imbenge-dreamhouse artist Nele Ströbel.

Rough copy for the art project >hardware/software< of the imbenge-dreamhouse artist Nele Ströbel. Rough copy for the art project >hardware/software< of the imbenge-dreamhouse artist. Title >hardware/software< This art project reflects different aspects of work and its meaning for human kind in our

Mehr

Quality Management is Ongoing Social Innovation Hans-Werner Franz

Quality Management is Ongoing Social Innovation Hans-Werner Franz Quality Management is Ongoing Social Innovation Hans-Werner Franz ICICI Conference, Prague 1-2 October 2009 What I am going to tell you social innovation the EFQM Excellence model the development of quality

Mehr

JPlus Platform Independent Learning with Environmental Information in School

JPlus Platform Independent Learning with Environmental Information in School JPlus Platform Independent Learning with Environmental Information in School Mario Härtwig, Pierre Karrasch Salzburg, 7. Juli 2010 Genesis Umweltmonitoring als Beitrag zur Umweltbildung an Schulen. Kulturlandschaftsentwicklung

Mehr

SARA 1. Project Meeting

SARA 1. Project Meeting SARA 1. Project Meeting Energy Concepts, BMS and Monitoring Integration of Simulation Assisted Control Systems for Innovative Energy Devices Prof. Dr. Ursula Eicker Dr. Jürgen Schumacher Dirk Pietruschka,

Mehr

Waldwissen.net (Forest-knowledge.net)

Waldwissen.net (Forest-knowledge.net) Waldwissen.net (Forest-knowledge.net) Conference of Directors of State Forest Research Institutes, Vienna, July 5-6th 2004 project idea Establish an internet-based, scientifically sound, comprehensive

Mehr

Cybersecurity Mit Sicherheit!

Cybersecurity Mit Sicherheit! Cybersecurity Mit Sicherheit! Klaus Lenssen Chief Security Officer Cisco Security & Trust Office Deutschland 16. Deutscher Akademietag der Cisco Networking Academies 31. März 2017 Kennen Sie diesen Herren?

Mehr

RIS3 Thuringia a strategical framework for creating your dynamic platform of collaboration

RIS3 Thuringia a strategical framework for creating your dynamic platform of collaboration RIS3 Thuringia a strategical framework for creating your dynamic platform of collaboration MAZeT JENCOLOR - ZEISS SPECTROSCOPY - SENSORIK BAYERN SpectroNet Cross-clustering Collaboration Forum 27 th of

Mehr

Austria Regional Kick-off

Austria Regional Kick-off Austria Regional Kick-off Andreas Dippelhofer Anwendungszentrum GmbH Oberpfaffenhofen (AZO) AZO Main Initiatives Andreas Dippelhofer 2 The Competition SPOT THE SPACE RELATION IN YOUR BUSINESS 3 Global

Mehr

Universal Discovery 10.x, Jython Adapter

Universal Discovery 10.x, Jython Adapter Universal Discovery 10.x, Jython Adapter Development Training The purpose of this course is to teach students how to develop Jython-based Universal Discovery (UD) Adapters. This three-day course enables

Mehr

LRED and Value Chain Promotion

LRED and Value Chain Promotion LRED and Value Chain Promotion combining spatial and sectoral perspectives on economic development Andreas Springer-Heinze GTZ Head Office Division Agriculture, Food and Fisheries Abteilung Agrarwirtschaft,

Mehr

Exkursion zu Capgemini Application Services Custom Solution Development. Ankündigung für Februar 2013 Niederlassung Stuttgart

Exkursion zu Capgemini Application Services Custom Solution Development. Ankündigung für Februar 2013 Niederlassung Stuttgart Exkursion zu Capgemini Application Services Custom Solution Development Ankündigung für Februar 2013 Niederlassung Stuttgart Ein Nachmittag bei Capgemini in Stuttgart Fachvorträge und Diskussionen rund

Mehr

Supplier Questionnaire

Supplier Questionnaire Supplier Questionnaire Dear madam, dear sir, We would like to add your company to our list of suppliers. Our company serves the defence industry and fills orders for replacement parts, including orders

Mehr

Newest Generation of the BS2 Corrosion/Warning and Measurement System

Newest Generation of the BS2 Corrosion/Warning and Measurement System Newest Generation of the BS2 Corrosion/Warning and Measurement System BS2 System Description: BS2 CorroDec 2G is a cable and energyless system module range for detecting corrosion, humidity and prevailing

Mehr

Energieeffizienz und Erneuerbare Energien Programme der EZ -- ein Zwischenstand

Energieeffizienz und Erneuerbare Energien Programme der EZ -- ein Zwischenstand Energieeffizienz und Erneuerbare Energien Programme der EZ -- ein Zwischenstand Climate Policy Capacity Building Seminar Kiew 07.10.04 Klaus Gihr Senior Project Manager Europe Department Was sind unsere

Mehr

Space policy implementation. Example of Austria. Dr. Thomas Geist FFG Austrian Research Promotion Agency

Space policy implementation. Example of Austria. Dr. Thomas Geist FFG Austrian Research Promotion Agency ALR-PPT-0061-2016_rev0 Space policy implementation Example of Austria Dr. Thomas Geist FFG Austrian Research Promotion Agency Horizon 2020 Space Information Day Ljubljana, 20 April 2016 0 AUSTRIA IN GLOBAL

Mehr

Network Winning Age. Getting Future!

Network Winning Age. Getting Future! Network Winning Age Getting Future! Best-Practsie Examples by Chamber of Labour Upper Austria in cooperation with socialpartners and networkpartners Mag Mirna Prebanda, Chamber of labour Upper Austria

Mehr

JONATHAN JONA WISLER WHD.global

JONATHAN JONA WISLER WHD.global JONATHAN WISLER JONATHAN WISLER WHD.global CLOUD IS THE FUTURE By 2014, the personal cloud will replace the personal computer at the center of users' digital lives Gartner CLOUD TYPES SaaS IaaS PaaS

Mehr

Novell for Education. Beratung - Systembetreuung - Supporting Implementation von Ausbildungsschienen für österreichische Schulen

Novell for Education. Beratung - Systembetreuung - Supporting Implementation von Ausbildungsschienen für österreichische Schulen Novell for Education 08.10.2007 Wolfgang Bodei / Thomas Beidl Folie 1 The Goal of n4e is an effective increase of quality in terms of Design Operation Administration of Novell based school network infrastructures

Mehr

Leading the innovation in the traditional field of Constructions. C. Chiti, Technical Director Knauf Italy

Leading the innovation in the traditional field of Constructions. C. Chiti, Technical Director Knauf Italy Leading the innovation in the traditional field of Constructions C. Chiti, Technical Director Knauf Italy 1 The Knauf Group The Knauf Group today is one of the leading companies in the building materials

Mehr

INDUSTRIAL DATA SPACE DATA ECONOMY AND ANALYTICS CONCEPTS AND IMPLEMENTATION

INDUSTRIAL DATA SPACE DATA ECONOMY AND ANALYTICS CONCEPTS AND IMPLEMENTATION INDUSTRIAL DATA SPACE DATA ECONOMY AND ANALYTICS CONCEPTS AND IMPLEMENTATION Big Data Summit, 28. Februar, Hanau Lars Nagel, Industrial Data Space Julia Oelgart, Head of Data Analytics, T-Systems, Deutsche

Mehr

Munich Center for Technology in Society

Munich Center for Technology in Society COST Action TU1002 Accessibility Instruments for Planning Practice in Europe Munich Center for Technology in Society Klaus Mainzer Founding Director Lehrstuhl für Philosophie und Wissenschaftstheorie Complex

Mehr

Context-adaptation based on Ontologies and Spreading Activation

Context-adaptation based on Ontologies and Spreading Activation -1- Context-adaptation based on Ontologies and Spreading Activation ABIS 2007, Halle, 24.09.07 {hussein,westheide,ziegler}@interactivesystems.info -2- Context Adaptation in Spreadr Pubs near my location

Mehr

Dr. Franz Heffeter. An Innovative Approach To Vocational Education and Training

Dr. Franz Heffeter. An Innovative Approach To Vocational Education and Training Dr. Franz Heffeter An Innovative Approach To Vocational Education and Training 1 Project Partners Volkshochschule Papenburg ggmbh Koordination, Valorisierung, Untersuchungen zur Fortbildung Tourismusfachwirt/in

Mehr

MODELLING AND CONTROLLING THE STEERING FORCE FEEDBACK USING SIMULINK AND xpc TARGET

MODELLING AND CONTROLLING THE STEERING FORCE FEEDBACK USING SIMULINK AND xpc TARGET MODELLING AND CONTROLLING THE STEERING FORCE FEEDBACK USING SIMULINK AND xpc TARGET Dipl.-Ing. M. Brünger-Koch, 05/06/09 Model-Based Design Conference 2005 1 Agenda 1. Introduction Company and institute

Mehr

Katharina Burkardt Head of Communications Department Press Spokesperson

Katharina Burkardt Head of Communications Department Press Spokesperson Housing Germany Katharina Burkardt Head of Communications Department Press Spokesperson Federal Union of German Housing and Real Estate Enterprises GdW and its member companies GdW is the biggest head

Mehr

Privacy-preserving Ubiquitous Social Mining via Modular and Compositional Virtual Sensors

Privacy-preserving Ubiquitous Social Mining via Modular and Compositional Virtual Sensors Privacy-preserving Ubiquitous Social Mining via Modular and Compositional s Evangelos Pournaras, Iza Moise, Dirk Helbing (Anpassung im Folienmaster: Menü «Ansicht» à «Folienmaster») ((Vorname Nachname))

Mehr

TMF: Improving the Organisation and Infrastructure of Medical Research in Cooperative Structures

TMF: Improving the Organisation and Infrastructure of Medical Research in Cooperative Structures TMF: Improving the Organisation and Infrastructure of Medical Research in Cooperative Structures TMF Technologie- und Methodenplattform für die vernetzte medizinische Forschung e.v. Who is TMF? Organisation

Mehr

ISO 15504 Reference Model

ISO 15504 Reference Model Prozess Dimension von SPICE/ISO 15504 Process flow Remarks Role Documents, data, tools input, output Start Define purpose and scope Define process overview Define process details Define roles no Define

Mehr

VMware vsphere: What's New [V5.5 to V6]

VMware vsphere: What's New [V5.5 to V6] VMware vsphere: What's New [V5.5 to V6] VMware vsphere: Whats New is a hands-on training course that explores the newest features and enhancements in VMware vcenter Server 6 and VMware ESXi 6. Real-world

Mehr

Karlsruhe Institute of Technology KIT

Karlsruhe Institute of Technology KIT Karlsruhe Institute of Technology KIT Conference of s of European Universities of Technology, Lyngby, DK Pillars of science in Germany System of science institutions in Germany Institutions DFG Universities

Mehr

Integrated result data management in the development process of vehicle systems based on the ASAM ODS standard

Integrated result data management in the development process of vehicle systems based on the ASAM ODS standard Integrated result data management in the development process of vehicle systems based on the ASAM ODS standard Dipl.-Ing. (FH) Stefan Geneder, Technische Hochschule Ingolstadt Dr. Felix Pfister, AVL List,

Mehr

Digital Readiness Webinar

Digital Readiness Webinar Digital Readiness Webinar 21. Februar 2017 0 Fujitsu Technology Solutions 2017 Framework Digitale Transformation Handlungsfelder und Umsetzungsbeispiele 1 Fujitsu Technology Solutions 2017 The Wind of

Mehr

Creating OpenSocial Gadgets. Bastian Hofmann

Creating OpenSocial Gadgets. Bastian Hofmann Creating OpenSocial Gadgets Bastian Hofmann Agenda Part 1: Theory What is a Gadget? What is OpenSocial? Privacy at VZ-Netzwerke OpenSocial Services OpenSocial without Gadgets - The Rest API Part 2: Practical

Mehr

How can Southeast Asian coal mining industries apply the German risk management system? Experiences from Vietnam

How can Southeast Asian coal mining industries apply the German risk management system? Experiences from Vietnam How can Southeast Asian coal mining industries apply the German risk management system? Experiences from Vietnam Jürgen Kretschmann University of Applied Sciences Georg Agricola in Bochum, Germany Nguyen

Mehr

Long-term archiving of medical data new certified cloud-based solution offers high security and legally approved data management

Long-term archiving of medical data new certified cloud-based solution offers high security and legally approved data management Long-term archiving of medical data new certified cloud-based solution offers high security and legally approved data management The European Centre of Expertise for the Health Care Industry Langzeitarchivierung

Mehr

New Trends in Business Management Theory Consequences for SME. Neue Trends in der Managementlehre Konsequenzen für KMU

New Trends in Business Management Theory Consequences for SME. Neue Trends in der Managementlehre Konsequenzen für KMU New Trends in Business Management Theory Consequences for SME Neue Trends in der Managementlehre Konsequenzen für KMU Urs Fueglistaller Thilo Wiedmann (eds./hrsg.) Table of Content Table of Diagrams.10

Mehr

Vehicle Automation and Man from Reaction to Takeover Dipl.-Ing. Daniel Damböck

Vehicle Automation and Man from Reaction to Takeover Dipl.-Ing. Daniel Damböck Vehicle Automation and Man from Reaction to Takeover Dipl.-Ing. Daniel Damböck Topics 1. Advanced Driver Assistance Systems 2. From Assistance to Automation 3. Benefits and Problems 4. Experimental Examples

Mehr

Bosch Rexroth - The Drive & Control Company

Bosch Rexroth - The Drive & Control Company Bosch Rexroth - The Drive & Control Company Alle Rechte bei Bosch Rexroth AG, auch für den Fall von Schutzrechtsanmeldungen. Jede Verfügungsbefugnis, wie Kopier- und Weitergaberecht, bei uns. 1 Case study

Mehr

The core problem implementing BPEL based systems: Engineering Gap between Business- and Technical --Implementation!

The core problem implementing BPEL based systems: Engineering Gap between Business- and Technical --Implementation! ORACLE BPA Suite Process Automation using the new Business Process Analysis Suite Ralf Müller (ORACLE) Dirk Stähler (OPITZ CONSULTING) OC ARIS 4 ORACLE BPEL The core problem implementing BPEL based systems:

Mehr

DATA ANALYSIS AND REPRESENTATION FOR SOFTWARE SYSTEMS

DATA ANALYSIS AND REPRESENTATION FOR SOFTWARE SYSTEMS DATA ANALYSIS AND REPRESENTATION FOR SOFTWARE SYSTEMS Master Seminar Empirical Software Engineering Anuradha Ganapathi Rathnachalam Institut für Informatik Software & Systems Engineering Agenda Introduction

Mehr

Prof. Dr. Margit Scholl, Mr. RD Guldner Mr. Coskun, Mr. Yigitbas. Mr. Niemczik, Mr. Koppatz (SuDiLe GbR)

Prof. Dr. Margit Scholl, Mr. RD Guldner Mr. Coskun, Mr. Yigitbas. Mr. Niemczik, Mr. Koppatz (SuDiLe GbR) Prof. Dr. Margit Scholl, Mr. RD Guldner Mr. Coskun, Mr. Yigitbas in cooperation with Mr. Niemczik, Mr. Koppatz (SuDiLe GbR) Our idea: Fachbereich Wirtschaft, Verwaltung und Recht Simple strategies of lifelong

Mehr

Die Renaissance von Unified Communication in der Cloud. Daniel Jonathan Valik UC, Cloud and Collaboration

Die Renaissance von Unified Communication in der Cloud. Daniel Jonathan Valik UC, Cloud and Collaboration Die Renaissance von Unified Communication in der Cloud Daniel Jonathan Valik UC, Cloud and Collaboration AGENDA Das Program der nächsten Minuten... 1 2 3 4 Was sind die derzeitigen Megatrends? Unified

Mehr

Stand der Recherche nach publizierten Identity Management Standards - ISO/IEC, DIN, BSI, CEN/ISSS und OASIS

Stand der Recherche nach publizierten Identity Management Standards - ISO/IEC, DIN, BSI, CEN/ISSS und OASIS IT Advisory Group AG Stand der Recherche nach publizierten Identity Management Standards - ISO/IEC, DIN, BSI, CEN/ISSS und OASIS Arslan Brömme Dipl.-Inform., B.Sc. 1 AK GenericIAM Stuttgart, 20. Juni 2006

Mehr

WP2. Communication and Dissemination. Wirtschafts- und Wissenschaftsförderung im Freistaat Thüringen

WP2. Communication and Dissemination. Wirtschafts- und Wissenschaftsförderung im Freistaat Thüringen WP2 Communication and Dissemination Europa Programm Center Im Freistaat Thüringen In Trägerschaft des TIAW e. V. 1 GOALS for WP2: Knowledge information about CHAMPIONS and its content Direct communication

Mehr

Wireless Sensor Netzwerke für den industriellen Einsatz

Wireless Sensor Netzwerke für den industriellen Einsatz Wireless Sensor Netzwerke für den industriellen Einsatz Prof. Andreas Rüst Leiter Forschungsgruppe Internet-of-Things Zürcher Hochschule für angewandte Wissenschaften Institute of Embedded Systems Winterthur,

Mehr

The Future of Software Testing. Tilo Linz, imbus AG

The Future of Software Testing. Tilo Linz, imbus AG The Future of Software Testing, imbus AG Szenariotechnik Source: http://de.wikipedia.org/wiki/szenariotechnik Folie 2 von 22 Future of Software Testing - Driven by Technology Testing Objects & Objectives

Mehr

AIT Bilanz-Pressekonferenz Presse-Charts, 15. Juni 2016

AIT Bilanz-Pressekonferenz Presse-Charts, 15. Juni 2016 AIT Bilanz-Pressekonferenz Presse-Charts, 15. Juni 2016 Rückfragen: Michael Hlava Head of Corporate and Marketing Communications Tel.: +43(0) 50550-4014, M +43 664 620 77 66 Michael.h.hlava@ait.ac.at,

Mehr

Overall Coordination- and Communication Platform. for electronic and standardised Data-Exchange between. Ports and Hinterland in Rail-Traffic

Overall Coordination- and Communication Platform. for electronic and standardised Data-Exchange between. Ports and Hinterland in Rail-Traffic Overall Coordination- and Communication Platform for electronic and standardised Data-xchange between Ports and Hinterland in Rail-Traffic KoKoBahn Hafenübergreifende Koordinations- und Kommunikationsplattform

Mehr

LiLi. physik multimedial. Links to e-learning content for physics, a database of distributed sources

LiLi. physik multimedial. Links to e-learning content for physics, a database of distributed sources physik multimedial Lehr- und Lernmodule für das Studium der Physik als Nebenfach Links to e-learning content for physics, a database of distributed sources Julika Mimkes: mimkes@uni-oldenburg.de Overview

Mehr

Data Mining and Data Analysis using the Example of cross-border Traffic Management during Extreme Weather Events

Data Mining and Data Analysis using the Example of cross-border Traffic Management during Extreme Weather Events Data Mining and Data Analysis using the Example of cross-border Traffic Management during Extreme Weather Events Dipl.-Ing. Marc Hohloch Extreme Weather Events and the Impact for Mobility of Rescue Forces

Mehr

Consultant Profile. Alexander Fritz Profil M Beratung für Human Resources Management GmbH & Co. KG Berliner Straße Wermelskirchen

Consultant Profile. Alexander Fritz Profil M Beratung für Human Resources Management GmbH & Co. KG Berliner Straße Wermelskirchen Consultant Profile Alexander Fritz Profil M Beratung für Human Resources Management GmbH & Co. KG Berliner Straße 131 42929 Wermelskirchen Telephone: (+49) 21 96 / 70 68 208 Fax: (+49) 21 96 / 70 68 450

Mehr

Logistik als Erfolgspotenzial The power of logistics

Logistik als Erfolgspotenzial The power of logistics Martin Göbl Andreas Froschmayer Logistik als Erfolgspotenzial The power of logistics Von der Strategie zum logistischen Businessplan From strategy to logistics business plan Deutsch - Englisch German -

Mehr