Technology trends in the digitalization era · 2018-06-19 · Gartner Hype Cycle for Emerging...
Transcript of Technology trends in the digitalization era · 2018-06-19 · Gartner Hype Cycle for Emerging...
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Technology trends in the digitalization eraANSYS Innovation Conference | Bologna, Italy – June 13, 2018
Michele Frascaroli | Technical Director, CRIT Srl
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Summary
• About CRIT
• Top Trends for EmergingTechnologies
• The Fourth Industrial Revolution
• The Smart Manufacturing Technologies
• Conclusions
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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About CRIT
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Profile
“We support enterprises in their innovation processes”
• CRIT is a private company specialized in the research and analysis of technical and scientific information and in the development of research project activities
• CRIT fosters the dialogue among enterprises on issues related to problems and relevant technical, organizational and logistic solutions, through the sharing of best practices and the organization of dedicated benchmarking activities
• CRIT was born in 2000, when some of the most important enterprises of Emilia-Romagna region decided to subscribe a common action aiming to improve their innovation processes
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Shareholder Companies
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Network of Endorsed Suppliers
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Fostering Innovation• CRIT offers services for innovation to enterprises and associations, even for those external to its network.
• Services created by CRIT enable enterprises to realize a more effective innovation process, saving time and resources
TECHNOLOGY SCOUTING
helps the selection of both technologies and technology partners
most suitable to develop innovation
COLLABORATIVE INNOVATION
supports the transfer of knowledge between the enterprise and external
subjects
INNOVATION DEVELOPMENT
facilitates the process which brings the idea to
a final product
CRIT SERVICESTECHNOLOGY SCOUTING helps the selection of both
technologies and technology partners most suitable to
develop innovation
COLLABORATIVE INNOVATIONsupports the transfer of knowledge between the
enterprise and external subjects
INNOVATION DEVELOPMENT facilitates the process which
brings the idea to a final product
RESEARCH DEVELOPMENT MARKET
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Top Trends for Emerging Technologies
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Top Trends in the Gartner Hype Cycle for Emerging Technologies, 2017
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Top Trends in the Gartner Hype Cycle for Emerging Technologies, 2017
• “AI technologies will be the most disruptive class of technologies over the next 10 years due to radical computational power, near-endless amounts of data and unprecedented advances in deep neural networks”
• Human-centric technology• Technology is evolving from
compartmentalized technical infrastructure to ecosystem enabling platforms. Businesses must think about how to create platform-based business models and what technology is needed to support that move
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Accenture Technology Vision 2018Intelligent Enterprise Unleashed Five technology trends shaping the future of business
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Source: Accenture
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Tech Breakthroughs megatrend
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Source: PwC - https://www.pwc.com/techmegatrend
The Essential Eight technologies thatmatter now
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The Fourth Industrial Revolution
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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The Fourth Industrial Revolution
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Cyber-Physical System (CPS)
• IT system able to interact continuously with the physical system in which it operates
• System composed of physical elements each having computational capabilities
5C
1. Connection (connectivity)
2. Conversion (data to information)
3. Cyber (digital twin)
4. Cognition (decision)
5. Configuration (feedback)
http://www.imscenter.net/cyber-physical-platform
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New challenges from the market
• Increasing complexity
• Small baches
• Reduced Product Life Cycle
• Increasing personalization
• Reduced delivery times
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
Vo
lum
e o
f p
rod
uct
ion
Variety of products
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The Smart Manufacturing Technologies
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The Smart Manufacturing Technologies
Smart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
• Industrial IoT & Cloud
• Big Data
• Digital Manufacturing
• Advanced HMI
• Advanced Automation
• Additive Manufacturing
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Smart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
Expected Benefits and Value Proposition
Quality
Flexibility
Personalization
Productivity
Automation
Energy Saving
Reliability
User Experience
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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The Smart Manufacturing Technologies
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
Industrial IoT & CloudSmart and connected obiects
Smart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
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The Smart Manufacturing Technologies
Big Data
Methodologies and toolsfor big data analysis
Smart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Big Data | Artificial Intelligence (AI)
• AI is the study and design of intelligent agents
• An agent is a computer program (software or hardware)
• An intelligent agent is an agent capable of perceiving, thinking and acting
• An intelligent agent is rational if it does the “right thing”, given what it knows
• Agents can improve their behavior through learning
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Big DataArtificial Intelligence
• Machine Learning: barriers to entry have been greatly lowered
• Deep Learning: it is revolutionizing the industry pushing far beyond the frontiers of what it is possible to do with Machine Learning
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Big DataDeep Learning
• Object detection and localization(Convolutional Neural Network)
• OCR e Handwriting recognition
• Pedestrian Detection, Traffic Sign Detection
• Speech Recognition, Face Recognition
• Natural Language Processing, Language Translation
• Medical Image analysis
• Recommendation systems
• Games (Atari, AlphaGo)
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Big DataAutonomous Vehicles
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Since 2009, our fleet has self-driven more than 6 million miles, mostly on city streets. That would take the average American driver over 300 years to complete. This builds on 2.7 billion miles we drove in simulation in 2017 alone.
Waymo
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Big DataNew opportunities for advancedmanufacturing
• Generation of knowledge as basis for decision support
• Observation of value streams for simple monitoring or for the detection of anomalies
• Prediction of happenings
• New kinds of diagnosis possibilities
• KPI optimization
• …
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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The Smart Manufacturing Technologies
Digital Manufacturing
Tools for creating virtual models and advanced
simulationSmart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Digital ManufacturingVirtual Modelling and Simulations for Smart Manufacturing and Digital Twin
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
• Increasing level of Complexity• From Product to Cyber Physical Systems (CPS)
• Manufacturing: new processes, human-robot collaboration and materials to be simulated
• Pervasive Computing & New Hardware• Advanced, graphic-friendly visualization
(Augmented/Virtual Reality)
• Increasing computational power and info exchange (cloud services)
• From simple CAD to integrated Virtual Product Development & CAE
• End-to-end Product Lifecycle Management (PLM) and CAE platforms
• Multi-physics, i.e: fluid-structure
• High Performance Computing (HPC)
• IoT, AI Data analytics and MBSE for Digital twin
Individual applications
• Simulation limited to specific topics (mechanics)
Simulation tools
• Static tool addressing specific design and engineering issues (fluid dynamics), CNC, robotics
Simulation-based system design
• Systemic approach to multi-level, multi-physics systems.
Digital Twin concept
• Simulation along whole product life-cycle (linked to operation support, link with data)
>1960>1985
>2015
>2000
R&D and Engineering
Manufacturing operations, Services
Service-driven business models
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Digital ManufacturingVirtual Modelling and Simulations for Smart Manufacturing and Digital Twin
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Source: NASA
Source: LoginWorks
Source: GE
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Digital ManufacturingVirtual Modelling and Simulations for Smart
Manufacturing and Digital Twin
Digital Twin
IoT
Cloud
Big Data & Analytics
Prognostic& Health
Monitoring
Augmented& Virtual Reality
ANSYS Innovation Conference 2018 | © CRIT Srl 2018Source: Deloitte University
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Design
Manufacturing
Operations
Digital ManufacturingVirtual Modelling and Simulations for Smart Manufacturing and Digital Twin
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
• Design: CAD, CAE, FEA, CFD, HPC, Virtual Reality (VPD), multi-body dynamics
• Manufacturing: Virtual Commissioning, Additive Manufacturing, Ergonomics, Human-robot Collaboration
• Operations: Available field data Opportunity• Condition Monitoring• Re-design (Improve the physical asset
design)• Predictive Maintenance
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The Smart Manufacturing Technologies
Advanced HMI
New model for human/machine
interaction
Smart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Advanced HMI
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• Virtual Reality (VR)• Augmented Reality (AR)• Mixed Reality (MR)
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Advanced HMI
ANSYS Innovation Conference 2018 | © CRIT Srl 2018Source: Wayray
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ANSYS Innovation Conference 2018 | © CRIT Srl 2018Source: Byton
Advanced HMIVoice and Face
Recognition
Gesture Recognition
Wide Touch Panels
PassengersEnterteinment
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Advanced HMI
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
Source: Tetra Pak Source: SCM Group
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Advanced HMIBrain-Machine interaction
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Source: MIT
Source: Neurable
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The Smart Manufacturing Technologies
Advanced Automation
Robotics, control and inspection systems,
cognitive, adaptive and re-configurable systems
Smart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Advanced AutomationCOBOTS
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ANSYS Innovation Conference 2018 | © CRIT Srl 2018Source: Ekso & FORD
Source: IIT
Advanced AutomationAdvanced Robotics
• Exoskeleton• Hand and Wrist Prosthes• Rehabilitation Platforms• Etc.
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ANSYS Innovation Conference 2018 | © CRIT Srl 2018Source: Ekso
Advanced Automation | Humanoid Robotics
Source: Boston Dynamics
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ANSYS Innovation Conference 2018 | © CRIT Srl 2018
Advanced Automation | Humanoid Robotics
Source: IIT
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Advanced Automation | Sony AIBO
ANSYS Innovation Conference 2018 | © CRIT Srl 2018Source: Sony, CNN Tech
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The Smart Manufacturing Technologies
Additive Manufacturing
Growing three-dimensional objects one
layer at a time from digital design
Smart Manufacturing Technologies
Industrial IoT & Cloud
Big Data
Digital Manufacturing
Advanced HMI
Advanced Automation
Additive Manufacturing
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Source: International Committee F42 for
Additive Manufacturing Technologies, ASTM
Additive Manufacturing
ASTM definition of Additive Manufacturing (AM) process:
“a process of joining materials to make objects from 3D model data, usually layer upon layer, as opposed to subtractive manufacturing methodologies”.
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Advantages
Technological Benefits
• Greater freedom in design: Design for functionality VS Design for manufacturability
• Complex geometries: not achievable with traditional techniques
• Lighter items: less use of raw materials (Design for light weighting)
• New materials: ad hoc production of specific quality controlled materials
... provided that the design or re-engineering processes are consistent with the potential of additive technologies (THINK ADDITIVE)
Source: Avio Aero
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Applications
• Rapid Prototyping (RP): prototypes (es. automotive)• Reduces Time to market
• Eliminates the possibility of design errors
• Provides useful marketing advantages
• Rapid Tooling (RT): tools for prototypes and componentsmanufacturing
• Direct Digital Manufacturing (DDM): manufacturing of products (i.e. biomedical, aerospace, orthodontics, motorsport)• Small numbers
• Maximum optimization of geometry and weight
• Maximum customization possibilities (custom-made products)
Source: EOS
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Additive Manufacturing | Renault Trucks Engine
ANSYS Innovation Conference 2018 | © CRIT Srl 2018Source: Renault
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Conclusions
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Conclusions
• Industry 4.0 introduced the Cyber Physical System (CPS) concept which enabled the digitalization of the manufacturing
• The digitalization process is based on the Smart Manufacturing Technologies (SMTs):
• Industrial ioT
• Big Data
• Digital Manufacturing
• Advanced HMI
• Advanced Automation
• Additive Manufacturing
• SMTs represent a unique opportunity to innovate products, processes and business models and to face the new challenges of the market
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Conclusions
• SMTs are continuously and rapidly evolving
• Simulation plays a central role.
• The integration of all the simulation processes across the entire life cycle of the product allows to
• virtualize all the development and testing phases
• introduce the Digital Twin concept
• Companies «must»
• Identify the opportunities arising from SMTs
• Define an action plan
• Act quickly!
ANSYS Innovation Conference 2018 | © CRIT Srl 2018
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Thanks for your attention
Michele FrascaroliTechnical Director | CRIT Srl
crit-research.it