Collaborating Globally Manufacturing Locally IMS - A Global Program for Collaborative Research, Development, and Innovation Introduction to IMS International Dan Nagy, Managing Director.
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Collaborating Globally Manufacturing Locally IMS - A Global Program for Collaborative Research, Development, and Innovation Introduction to IMS International Dan Nagy, Managing Director - Brief Overview of IMS - IMS Services - Networking: WMF - Global Collaboration with Local Benefits Established MANUFACTURING R&D network …running for 20 years Industry-led R&D program 1995 …for advanced manufacturing technologies and innovation Experienced in formation of collaborative R&D … between institutions, companies, projects Established global platform support services … coaching, workshops, forums 28 Countries U.S. DEPARTMENT OF COMMERCE (NIST) NATIONAL COUNCIL FOR SCIENCE & TECHNOLOGY (CONACYT) EUROPEAN COMMISSION (DIRECTORATE GENERAL RESEARCH, DIRECTORATE GENERAL COMMUNICATION NETWORKS, CONTENT AND TECHNOLOGY) DEPARTMENT OF SCIENCE AND TECHNOLOGY (Advanced Manufacturing Technologies) Research and Innovation Notable Partners • • • • • • • • • • • • • • • • • • • • Air Products & Chemicals, Inc Alcatel Microelectronics Allied Signal BHP Billiton Black & Decker Boeing Company Bombardier Transport Bosch BASF BP Amoco Carl Zeiss, Germany Carnegie Mellon University Caterpillar CCSO (Centre CIM de Suisse Occidentale), CSIRO Daimler Chrysler AG, DeBeers Industrial Diamond Division Dongguk University Dow Chemicals Electrolux Zanussi spa • • • • • • • • • • • • • • • • • • Ford Fraunhofer Institut Fuji Xerox Co. Ltd. Fujitsu Corporation General Motors GM Daewoo Hitachi Zosen Information Systems Honeywell Hi-Spec Solutions Honeywell International Hyundai Motor Company (HMC) IBM Japan Ltd Japan Advanced Inst. Of Science & Tech. Kawasaki Heavy Industries Ltd Korea Institute of Industrial Technology) LG Electronics Massachusetts Institute of Technology (MIT) Mazda Motor Corporation Microsoft Corporation 7 Notable Partners Notable Partners • • • • • • • • • • • • • • Mitsubishi Electric Corporation National Institute of Science & Technology (NIST) NEC Corporation NISSAN Northrup Grumman NSF Centre for Intelligent Maintenance Systems Oak Ridge National Laboratory Oracle Corporation Philips Centre for Industrial Technology Pratt & Whitney Canada Renault Robert Bosch GmbH Rockwell Automation AG Rockwell Collins • • • • • • • • • • • • • • • • Samsung Electronics Samsung General Chemicals Co., Ltd. Sanyo Electric Co. Ltd. SCANIA SHARP Corporation Shimizu Corporation Siemens AG SINTEF Sony Corporation Stanford University SUN Microsystems Inc. Swiss Federal Institute of Technology Toshiba Corporation Toyota Motors Volvo Car Corporation Volkswagen Over 1200 researchers to date… 8 Text Rationale The • Why Collaborate? – Much required research is noncompetitive and cross-platform, so it is easily shared – Shared resources provide costeffective solutions – Global collaborations promote global solutions – New networks expand knowledge and supply chains GOVERNMENT REGULATIONS TOWARD SUSTAINABLE MANUFACTURING FOR PUBLIC GOOD INDUSTRY COMPETITION The Rationale It makes good business sense to share IP and business knowledge… – In most companies, about 20% of a company’s IP is the “golden nugget”, therefore 80% could be shared – More research can be done without increasing budget, more research budget is available for the “golden nuggets” of a business Text MTP Collaborative Project Formation • Bottom-up Projects – Industrial requirement drives project – Not IP essential, or IP can be shared with others not in direct competition – MTP Project is initiated by project leader – Usually self-funded • Top-down Projects – Social requirements may drive projects – IP should be shared, i.e., sustainable RDI – Usually public funded Text MTP Collaborative Project Formation • Linked Projects – Duplicate research is combined – IP can be shared – Additional synergy between projects • Standards Projects – Global standards require international cooperation – Network through standards bodies – Government supported IMS Services Project Development and Networking Activities Text IMS Services – MTP Project Facilitators •MTP Project Coaching – Project formation – Consortium building – Project brokerage Mexico David Romero European Union Mauro Caocci – Network access to 30+ countries United States Steven R. Ray Text Project Application MTP • Streamlined requirements: – Three IMS Regions participating – Budget minimum $1M USD – Two-year project or longer – Active project plan and execution • 2 page submission to IMS • Simple MOA signed • Project must be significant manufacturing research MTP Project Process Text MTP Platform • Sustainable Manufacturing and Safety Potential benefits • • Energy Efficiency – • Key Technologies • • Standards and Interoperability • • Education and Training Job creation, more and higher value in technical and professional areas e.g. Autoform Supplier/supply chain development – e.g. Harmony/Symphony Training/education, e.g. GEM and others Best Practices and Standards • – • e.g. STEP-NC MUSIC-XML… Sustainability – e.g. 3DS, EFSOT, AMITERM World Manufacturing Forum An IMS-sponsored Event The WMF was created by IMS to be an international forum where high-level policy makers and industry leaders could meet to discuss global manufacturing issues that should be solved cooperatively. The Forum strives to bring globally recognized experts to present their views on current topics. Ample time for networking during breaks and meal times promote lively discussions that can lead to mutual understanding and cooperation. The WMF is an invitation-only event but open to influential leaders in manufacturing from anywhere in the world. WMF 2014 Venue • 1-2 JULY, 2014 • Palazzo Mezanotte, Milan • Attendance: 400+ Funding: • EC, IMS, Sponsors Registration • By invitation only WMF 2014 Program Event Chairs • Mauro Piloni, Whirlpool, Chairman of WMF 2014 • Robert Kiggans, IMS International, Chair of WMF 2014 Executive Board • Marco Taisch, Politecnico di Milano, Scientific Chairman of WMF 2014 WMF Board Members • Robert Kiggans (Chair of the Executive Board Members), IMS International and Chairman of the WMF2014 Executive Board, United States • Dean Bartles, Executive Director, Digital Manufacturing and Design Innovation (DMDI), United States • Dianne Chong, Vice President Materials, Manufacturing, Structures & Support, Boeing Engineering, Operations & Technology, The Boeing Company, United States WMF 2014 Program WMF Board Members • Clara de la Torre, Director Key Enabling Technologies, DG Research & Innovation, European Commission • Maurizio Gattiglio, Chairman, European Factories of the Future Research Association (EFFRA), European Union • Jack Harris, Director, Advanced Manufacturing Technology, Rockwell Collins (retired), United States • Anton S. Huber, CEO Industry Automation Division, Siemens AG, Germany • Jarman Richard, President and CEO, National Center for Manufacturing Sciences (NCMS), United States • Mike Lemon, Chairman and CEO, International TechneGroup, Inc., United States WMF 2014 Program WMF Board Members • Pierfrancesco Manenti, Vice President, Research, SCM World Italy • Mauro Piloni, President, Whirlpool R&D and Global Vice President Advanced Development and Cross Product Categories Whirlpool Corporation, Italy • Khalil Rouhana, Director, Components & Systems, DG CONNECT, European Commission • Ji Oh Song, Executive Vice President and Senior Advisor, Samsung Electronics, Republic of Korea • Abraham Tijerina, Coordinator of Innovation Management, Metalsa S.A. de C.V., Mexico • Charles Wessner, Professor Global Innovation Policy, Georgetown University, United States WMF 2014 Program Session 1: “Industrial Policies for Global Manufacturing” Chair: Mauro Piloni, President, Whirlpool R&D and Global Vice President Advanced Development and Cross Product Categories Whirlpool Corporation, Italy • Katy George, Director, McKinsey & Company • Guillermo Rafael Fernández de la Garza, CEO, The United States-Mexico Foundation of Science • Göran Roos, Chair, Advanced Manufacturing Council, Australia • Garth Williams, Director Advanced Manufacturing Technologies, Department of Science and Technology, Republic of South Africa • Valerio De Molli, The European House - Ambrosetti, Italy WMF Participation Session 2: “Challenges and Opportunities in Next-Generation of Manufacturing” Chair: Dan Nagy, IMS • Philippe Charlès, CEO DELMIA, Dassault Systèmes, France • Tomas Hedenborg, Group CEO, Fastems Oy Ab, Finland • Dianne Chong, Vice President Materials, Manufacturing, Structures & Support, Boeing Engineering, Operations & Technology, The Boeing Company, United States • Charles W. Wessner, Professor Global Innovation Policy, Georgetown University, United States WMF Participation Session 3: “Workforce Education and Human-Centered Manufacturing” Chair: Thomas R. Kurfess, HUSCO/Ramirez Distinguished Chair in Fluid Power and Motion Control, Georgia Institute of Technology, United States • Arturo Molina, Vice President, Research, Postgraduate Studies and Continuous Education, Tecnológico de Monterrey, Mexico • Peter Frise, CEO and Scientific Director, AUTO21 Network of Centres of Excellence, Canada • Jouko Suokas, Executive Vice President, Smart Industry and Energy Systems, VTT Technical Research Centre, Finland WMF Participation Session 4: “Venture Capital/Ecosystems for Manufacturing Start-ups” Chair: Herbert von Bose, Director Industrial Technologies, DG Research and Innovation, European Commission • William Mahoney, CEO, South Carolina Research Authority (SCRA), United States • Diana Saraceni, General Partner and Co-Founder, 360?° Capital Partners, European Union • Manuel Sandoval, Executive Director of Export Projects, Export Promotion Unit, ProMexico, Mexico • José Fernando Figueiredo, Chairman/President, European Mutual Guarantee Association (AECM), European Union WMF Participation Welcome: Ji Oh Song, Executive Vice President and Senior Advisor, Samsung Electronics, Republic of Korea Session 5: “Robotics for SMEs” Chair: Khalil Rouhana, Director, Components & Systems, DG CONNECT, European Commission • Enrico Krog Iversen, CEO, Universal Robots, Denmark • Bernd Liepert, CTO, KUKA AG, Germany • Riccardo Tarantini, CEO, COMAU WMF Participation Session 6: “Global Standards for Products and Manufacturing” Chair: Don Hemmelgarn, President, ITI TranscenData Business, United States • Jordan Brandt, Technology Futurist, AutoDesk, United States • Manuel Montoya Ortega, CEO, Automotive Cluster of Nuevo León, Mexico • Howard Mason, Corporate Information Standards Manager, BAE Systems, United Kingdom WMF Participation Session 7: “Cyber Security Issues for Manufacturing” Chair: Michael F. McGrath, Vice President, Systems and Operations Analysis, Analytic Services Inc. (ANSER), United States • Galina Antova, Global Head Industrial Security Services, Siemens Industry, United States • Andrea Rigoni, Executive Vice President, FINMECCANICA S.p.a. - Group Security and ICT, Italy • Keith Stouffer, Project Leader Cyber Security for Smart Manufacturing Systems, U.S. National Institute of Standards and Technology (NIST), United States WMF Participation Session 8: “Game Changing Key Technologies for Manufacturing” Chair: Clara de la Torre, Director Key Enabling Technologies, DG Research & Innovation, European Commission • Maurizio Gattiglio, Chairman, European Factories of the Future Research Association (EFFRA), European Union • Anton S. Huber, CEO Industry Automation Division, Siemens AG, Germany • Matteo Marini, CEO ABB S.p.A. , Italy Website Text www.worldmanufacturingforum.org Examples of Global Collaboration through IMS IMS2020 Roadmap Horizon2020 Roadmap Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Education STRATEGIC OVERVIEW & OBJECTIVES • To develop innovative strategies and systems for learning, training, and assistance of complex, manual processes. Complexe Manual Processes train/simulate Product & Process Data Interactive, Virtual Training automatic import BREAKTHROUGH CONTRIBUTION • Development, integration and exploitation of innovative strategies and systems for learning, training and assistance in manufacturing. • Research Roadmap: • Future strategies for computer-based training, e-Learning and ubiquitous assistance in mfg. • Identification of technological and organizational challenges . • Preparation of future research activities. • Dissemination and collaboration: • Experts exchanges / Collaboration events / Pub. EU 1.DFKI (DE) 2.Fraunhofer (DE) 3.FCC (DE) 4.University of Nottigham (UK) 5.SGI (DK) 6.VOLVO (SE) 7.OPEL (DE) US 1.GM CH 1.EPFL MX 1.ITESM 2.METALSA PARTICIPANTS Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Product Engineering Production Planning Installation & Commissioning Ramp-Up Production Extent the Digital Factory application range Reuse existing enterprise data Interactive, game-based, virtual training DF using existing engineering data to complement training on physical prototypes Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Peter, an employee at an assembly line for automatic gear boxes, was informed that the production of a new product type will start at his line started in four weeks. To familiarize at an early stage with the new product and its assembly process, he uses a virtual, gesture-based training system. All product models and process descriptions used in the training are provided by the design and planning tools of the digital factory. The training system explains the assembly process step by step using a combination of animations and speechbased instructions. Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) • Prerequisite: information structures in the digital factory are modelled in a modular, open and semantically expressive way. • can be dynamically aggregated and used in new training and knowledge-sharing applications. Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) • • • • Low-cost and large-scale virtual training of complex manual assembly processes of blue-collar workers Highly intuitive and interactive. various end-users with different level of technology acceptance. Motivating and engaging game-based. Highly flexible, mobile and extensible. No CAVE, only consumer interaction devices. Integrated into the existing organizational structures. under respect of legal implications. Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Activity 1 – Technologie Initiative SmartFactory KL e.V. Experimental Evaluation regarding Training Effectiveness & Required Fidelity Goal: • Compare the effectiveness of conventional (hardware) training against the new VISTRA training based on a real-world automotive use case. • Which level of fidelity is needed for virtual training? (high realism vs. conceptional layouts) Use case: • Door assembly with real hardware door and assembly data and documentation. Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Activity 2 – Academic Use Case Goal: • Validate and evaluate the use of VISTRA technology at lab practices of engineering graduate and postgraduate programs, aiming a social impact for educational and training purposes of future engineers. Use case: • Reconfigurable Micro-factory. Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Activity 3 – Automotive Use Case Goal: • Implementation, validation and evaluation of VISTRA demonstration at Metalsa. • Metalsa will provide valuable feedback regarding VISTRA technology. Use case: • Automotive industry. Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) Activity 4 – Automotive Use Case Goal: • Implementation, validation and evaluation of VISTRA demonstration at General Motors. • General Motors will provide valuable feedback regarding VISTRA technology. Use case: • Automotive industry. Virtual Simulation and Training of Assembly and Service Processes in Digital Factories (VISTRA) VISTRA Symposium on novel training, assistance and knowledge sharing system in the future factory When? 10:00 10:15 10:15 10:30 10:30 11:00 11:00 11:30 11:30 12:00 12:00 13:30 What? Welcome and Symposium Opening European Perspective on novel training, assistance and knowledge sharing system Academic Key Note Industrial Key Note Experience from the Industry (Effectiveness, etc.) At the fair grounds of the Hannover Industrial Fair Live-demo at the Fraunhofer IGD booth „Digital Factory“Section --- Lunch + Demo --Demonstrate the VISTRA solution 13:30 14:30 14:30 15:00 15:00 15:30 15:30 16:00 16:00 17:00 Panel Session "Virtual Training as Competitive Edge" Complex Assembly Simulation including flexible parts Game-based Learning in a serious environment? Go Ubiquitous - A Future Vision on Human-Centered Manufacturing --- Drinks, snacks & networking --- Sponsored by: PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) Key Technologies PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) STRATEGIC OVERVIEW • Use, Service & Maintenance or MOL and EOL. • Feedback of information from these phases to BOL (Design and Production). Started: 2004 - Ended: 2008 BREAKTHROUGH CONTRIBUTION • To allow information flow management to go beyond the customer, to close the product lifecycle information loops, and to enable the seamless e-Transformation of Product Lifecycle Information to Knowledge. • A consortium of three Swiss, 16 European, seven Japanese, three American and three Australian partners. OBJECTIVES • PROMISE deals with the information flow of a product system through all the phases of the product’s life cycle. • The fact that the information flow is broken before a product closes its life cycle does not allow the feedback of the expertise and know-how, from service and maintenance and recycling experts back to the designers and producers. CH 1. Bombardier Transportation (CH) 2. EPFL (CH) 3. ENOTRAC (CH) EU 1. BIBA (DE) 2. Cambridge University (UK) 3. CIMRU (IR) 4. Helsinki University of Tech. (FI) 5. ITIA-CNR (IT) 6. Politecnico di Milano (IT) 7. SINTEF (NO) 8. INDYON (DE) 9. SAP (DE) 10.InMediasP (DE) 11.CR FIAT (Italy) 12.ELECTROLUX-ZANIT (IT) 13.INTRACOM (GR) … PARTICIPANTS JP 1. University of Tokyo 2. Waseda University 3. Chuo University 4. Mitsui Engineering & Shipbuilding 5. Ricoh 6. Toyoda Machine Tools 7. Toyota Motors US 1. University of Wisconsin-Milwakee 2. Stanford University 3. University of Michigan AU 1. IRIS institute, 2. Swinburne University of Technology 3. MRI Pty Ltd. / AEEMA PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) CH 1. Bombardier Transportation (CH) 2. EPFL (CH) 3. ENOTRAC (CH) EU 1. BIBA (DE) 2. Cambridge University (UK) 3. CIMRU (IR) 4. Helsinki University of Tech. (FI) 5. ITIA-CNR (IT) 6. Politecnico di Milano (IT) 7. SINTEF (NO) 8. INDYON (DE) 9. SAP (DE) 10. InMediasP (DE) 11. CR FIAT (Italy) 12. ELECTROLUX-ZANIT (IT) 13. INTRACOM (GR) – … JP 1. University of Tokyo 2. Waseda University 3. Chuo University 4. Mitsui Engineering & Shipbuilding 5. Ricoh 6. Toyoda Machine Tools 7. Toyota Motors US 1. University of Wisconsin-Milwakee 2. Stanford University 3. University of Michigan AU 1. IRIS institute, 2. Swinburne University of Technology 3. MRI Pty Ltd. / AEEMA One of Most Complex Collaborations PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) • New generation of Product Lifecycle Management system that… – Uses smart product embedded information devices, – Allows the seamless flow and transformation of data and information to knowledge, and – Supports new work and business models. • Allows product users, maintainers, and manufacturers to manage and control product information: – At any moment of its lifecycle. – At any place in the world. • Developed and validated by IMS Project PROMISE. BOL MOL EOL Data Retrieval Data – Information Analysis and Transformation Information – Knowledge Value Creation for Customers and Business Design Manufacturing Use Maintenance Return Discard PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) • Manufacturers control their products during design and production. • But are lacking information about due to growing gaps in information flows, Loc Manufacturer Engineering product performance Loc Operator Production Operation After Sales Services Maintenance Product Database System Suppliers Product Database Legend: Material flow Information main flow Information gap in operation PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) • Main enabling technologies and principles: PDKM / DSS – Smart Product Embedded Information Devices (PEID) – Data gathering and information flow (Middleware / PMI) – Knowledge generation and management (PDKM) Middleware (Data Services) PEID – Design and decision support (DSS) – New work and business models – Standardization reuse and evolvement • Architecture: – Provides secure infrastructure for exchange and processing of life cycle management data throughout all life cycle phases . – Defines standards, interfaces and components. – Allows implementation for a specific application scenario in flexible and reliable manner. Hardware (1) PROMISE Architecture PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) • Delivers technologies for a new type of closed-loop product lifecycle management (PLM) based on product embedded information devices (PEID), which allows tracking of product information at all time and any place of the world. • Allows product users, maintainers and manufacturers to manage the lifecycle information of their products seamlessly over all lifecycle phases. • Enables process improvements, gives better understanding of product life cycles and makes rebuilding and recycling choices more precise with direct environmental benefits. Beginning of Life Middle of Life End of Life Reduces Total Cost of Design and Manufacturing Increases Competitive Advantage Improves supply chain efficiency Lowers Cost of Ownership and Increases Asset Utilization Reduces Environmental Pressure PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) • Spin-out Company (2008): http://promise-innovation.com/cl2m PROduct lifecycle Management and Information tracking using Smart Embedded systems (PROMISE) • Next Generation Consortium (2015)… EU H2020 Program – Call for Proposals: Internet of Things and Platforms for Connected Smart Objects – Project acronym: bIoTope – Title: building an IoT Open Platform Ecosystem for connected smart objects – More than 20 participants. Vision: bIoTope lays the foundation, both technologically and business-wise, of ecosystems for “Platforms for Connected Smart Objects”. From a technological perspective, new combination of data sources and services across vertically oriented closed systems, silos and domains will be made possible through the development of a Suite of COTS software components developed around Open API Standards. From a business perspective, bIoTope focuses on community and ecosystem building activities that ensures the quality and effectiveness of collaboration. IMS MTP Projects Seeking Partners Projects Seeking Partners • Additive Manufacturing Product Performance Prediction (AMPPP) • Model Based Manufacturing (MBM) – Economics of Model Based Manufacturing (EMBM) • I-PLM Archiving: Implementation of Long Term Archiving and Retrieval Systems for Digital PDM and PLM Data Additive Manufacturing Product Performance Prediction (AMPPP) [In Formation] Key Technologies GOAL • To enhance models that predict the performance characteristics of metal products created using additive manufacturing • To expand and enhance metal powder property databases IMS ACTIVITIES • Contribute to existing metal powder characterization standardization activities. • Apply state of the art metal processing simulation to predict product characteristics. • Increase technology transfer from government facilities to commercialization partners. POTENTIAL PARTICIPANTS EU 1.ESI Group (FR) US 1.GE Global Research, Niskayuna, NY 2.Stratasys, Ltd., Eden Prairie, MN 3.3D Systems, Rock Hill, SC 4.Sandia National Laboratories, Albuquerque, NM MX 1. Tecnológico de Monterrey 2.Universidad Autónoma de México, National Lab for Additive Manufacturing 3.Universidad Autónoma de Ciudad Juárez Key Technologies Model-Based Manufacturing (MBM) [In Formation] • • • • • • • IMS ACTIVITIES • Research the application of, and improvements due to model-based methods on cross-sector manufacturing problems, GOAL Improved cross domain interoperability Enhanced modeling and simulation Optimized design decision making Improved Performance predictability Strengthened collaborative environment Shortened development time Reduced Total Ownership costs US 1.Rockwell Collins 2.PDES, Inc. 3.Honeywell Aerospace EU 1.ITIA-CNR MX 1.Metalsa POTENTIAL PARTICIPANTS Implementation of Long Term Archiving and Retrieval Systems for Digital PDM and PLM Data (I-PLM Archiving) [In Formation] Key Technologies GOAL • Movement from paper to digital data has made product information archiving much more complex. • Digital product data becomes unreadable or irretrievable before end of product life. IMS ACTIVITIES • Bring together separate activities underway in aerospace and automotive sectors for a unified digital archiving solution. US 1. AIAG 2.PDES Inc. 3.General Dynamics 4.ITI POTENTIAL PARTICIPANTS EU 1.ENEA Research (IT) 2.Habel Dokumentenmanagement (HU) 3.EU Project TERRIFIC 4.LOTAR International Text Intelligent Manufacturing Systems • Global collaborations promote global solutions AND local benefits • Much required research is non-competitive and cross-platform, so it is easily shared. • Shared resources provide cost-effective solutions. • New networks expand knowledge and supply chains. 700+ million USD in research Text Intelligent Manufacturing Systems THANK YOU! Dan Nagy, Managing Director IMS International IMS Inter-Regional Secretariat 1700 N. Moore Street, Suite 2100 Arlington VA 22209 Email: [email protected] www.ims.org www.worldmanufacturingforum.org