Soldatos industry4.0-athens sciencefestival-250418-v-final
1 like288 views
Industry4.0 Technologies & Applications
Soldatos industry4.0-athens sciencefestival-250418-v-final
- 1. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 4侶 旅凌亮侶留僚旅虜流 留僚略留侶 (Industry 4.0): 里竜僚凌了凌粒溜竜 虜留旅 留亮凌粒劉 略僚僚侶 裡凌了隆略凌 Adjunct Lecturer University of Sheffield, AthensTech Campus Professor, Athens Information Technology E-mail: isoldatos@athtech.gr
- 2. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 溜留竜 里略竜旅 侶 凌流 亮留 1. 留粒虜凌亮旅凌凌溜侶侶 (Globalization) 2. 里竜僚凌了凌粒旅虜流 旅略僚侶 (Technology Acceleration) 3. 了旅亮留旅虜流 了了留粒流 (Climate Change)
- 3. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 両劉了旅両侶 離凌了凌粒旅旅虜凌 留留隆竜溜粒亮留凌 Source: Mark Weisser (http://www.ubiq.com), Computer Science Lab at Xerox PARC
- 4. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 束竜亮略僚旅侶損 凌 Internet-of-Things
- 5. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 両侶侶 凌 留旅慮亮凌 僚 侶旅留虜ﾎ 虜竜ﾎ
- 6. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 旅 虜竜劉 僚隆劉凌僚留旅 凌 隆旅留隆溜虜凌 6
- 7. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 旅 略僚慮凌旅 僚隆劉凌僚留旅 亮竜 旅 虜竜劉 Motion sensor Motion sensor Motion sensor ECG sensor Internet
- 8. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 旅 虜竜劉 僚隆劉凌僚留旅 亮竜留両 凌 8 - Complex and heterogeneous resources and networks MN: Mobile Node
- 9. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 IoT & 僚略粒虜竜 旅凌亮侶留僚旅虜流 留留粒粒流 竜粒留了竜侶 竜了旅両溜留 ⇔僚旅亮竜ﾏ旅侶 留了了留粒ﾎ 旅 留留旅流竜旅 僚 竜了留ﾎ ⇔旅留竜溜旅侶 留両凌亮竜旅ﾏ竜僚 竜 凌凌略 & 龍流侶侶 ⇔竜留凌略 侶 留留粒粒流 虜凌僚略 侶僚 留旅僚凌凌亮溜留(Re- Shoring) 劉留 凌僚劉了留 留留粒粒流 ⇔劉留 留 侶 束亮留龍旅虜流 留留粒粒流損 ⇔僚溜 粒旅留 亮凌僚劉了留 make-to-stock (MTS) 竜 亮凌僚劉了留 make-to-order (MTO), configure-to- order (CTO) 虜留旅 engineer-to-order (ETO) Mass Customization ⇔留留粒粒流 Lot Size 1 凌凌凌旅侶亮劉僚留 虜留旅 凌留亮凌龍亮竜僚留 凌僚留 Modular products 亮竜 凌了了劉 竜旅了凌粒劉 隆旅略慮侶 Adopt hybrid production and sourcing strategies ⇔虜亮竜略了了竜侶 隆旅虜凌 suppliers, distributors, retailers 粒旅留 凌留亮凌粒流 僚 凌僚僚 竜虜竜溜 凌 硫溜虜凌僚留旅 凌旅 竜了略竜 僚竜粒流 亮了凌虜流 僚 竜粒留ﾎ ⇔Ｏ凌 竜溜虜竜僚凌 僚 隆旅留隆旅虜留旅ﾎ ⇔留亮硫略僚凌僚 旅 留凌略竜旅 虜留旅 劉凌僚 粒僚ﾏ竜旅 粒旅留 僚留 留僚旅亮竜溜凌僚 侶僚 凌了了凌虜侶留 侶 硫旅凌亮侶留僚旅虜流 留留粒粒流 ⇔留了竜侶 僚竜粒留溜留
- 10. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 4侶 旅凌亮侶留僚旅虜流 留僚略留侶 (Industrie 4.0) 了凌 凌 凌里 虜留旅 僚 Cyber-Physical 裡侶亮略僚 (CPS) 11www.fiwareforindustry.eu Source: Recommendations for implementing the strategic initiative INDUSTRIE 4.0 by The Industry-Science Research Alliance & Sponsored by the German Federal Ministry of Education and Research IoT 僚略虜侶侶 了侶凌凌溜留 留 虜竜劉 虜留旅 凌僚 旅虜 虜亮凌 裡僚隆竜侶 虜竜ﾎ 凌 隆旅留隆溜虜凌 溜留凌 凌 竜 凌 Marketing CPS 亮留侶 凌僚 劉了竜粒凌 旅虜ﾎ 隆旅留隆旅虜留旅ﾎ 裡竜僚流 留了了侶了竜溜隆留侶 僚慮ﾏ凌 虜留旅 侶留僚流 律侶旅亮凌凌旅竜溜留旅 凌 Industry 4.0
- 11. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 Industry 4.0 & 凌里 侶 硫旅凌亮侶留僚溜留 - Industrial Internet-of-Things (IIoT) 留粒凌略 凌 IIoT 僚留亮竜僚侶 留粒凌略 亮竜 侶亮留僚旅虜 (留僚留亮竜僚亮竜僚凌) 粒虜凌 竜旅了留亮硫略僚竜旅 旅 竜留亮凌粒劉 凌 凌里 亮竜 侶 亮竜粒留了竜侶 留両溜留 竜隆溜留 留亮凌粒ﾎ 旅凌亮侶留僚旅虜流 留留粒粒流 僚劉粒竜旅留 Oil & Gas 両両侶 竜留了了竜亮略僚 旅留竜溜旅侶 凌隆旅留旅虜流 了溜隆留 竜旅ﾏ竜旅 律流侶 竜了旅両溜留 凌 硫旅凌亮侶留僚旅虜 留凌亮留旅亮 凌粒僚旅虜流 裡僚流侶侶 旅留竜溜旅侶 凌旅侶留 率侶旅留虜劉 凌凌亮竜旅ﾏ竜旅 虜留旅 Digital Twins 略了竜旅留 粒留龍凌亮劉僚僚
- 12. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 劉了旅虜竜 & 亮留竜 留亮亮劉 留留粒粒流 竜了旅両溜留 留亮劉 留留粒粒流 凌 凌留亮龍凌僚 侶 了竜旅凌粒溜留 凌 竜 虜略慮竜 凌僚 (.. 凌 留僚留粒僚溜凌僚 侶僚 竜旅虜劉留 凌) 虜凌了侶 了凌虜了流侶 僚劉僚 里竜僚凌了凌粒旅ﾎ (.. 3D printer) 流粒凌侶 竜竜両竜粒留溜留 隆竜隆凌亮劉僚僚 虜留旅 了流侶 留凌略竜僚
- 13. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 凌粒僚旅虜流 裡僚流侶侶 (Predictive Maintenance) 侶留僚劉 凌 竜虜旅亮凌僚 亮僚竜 凌 凌 僚凌 龍流 凌 (.. RUL (Remaining Useful Life) BigData Analytics 竜 了侶凌凌溜竜 留 留旅慮侶流竜 虜留旅 略了了留 隆竜隆凌亮劉僚留 (vibration, power consumption, temperature, acoustic, ultrasonic, thermal imaging) 留了竜侶 流旅亮凌凌溜侶侶 僚 亮侶留僚ﾎ, 了旅粒竜凌 downtime, 亮竜粒留了竜侶 留略了竜旅留 粒旅留 凌 竜粒留龍亮竜僚凌 留略隆竜旅粒亮留: 2020 PROPHESY (prophesy.eu)
- 14. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 凌旅凌旅虜 了竜粒凌 & Zero Defects Manufacturing (ZDM) 裡了了凌粒流 隆竜隆凌亮劉僚僚 留 侶 粒留亮亮流 留留粒粒流 虜留旅 侶僚 竜凌隆旅留旅虜流 留了溜隆留 粒虜留旅凌 竜僚凌旅亮 旅慮留僚ﾏ 留旅旅ﾎ 留了亮略僚 虜留旅 隆旅慮流 凌 旅僚 凌隆侶粒流凌僚 竜 凌硫了流亮留留 竜旅凌粒溜留 竜 凌了了留了略 竜溜竜隆留: 侶留僚流, 隆旅留隆旅虜留旅ﾎ, 竜粒凌留溜凌, 竜凌隆旅留旅虜流 留了溜隆留 虜了.
- 15. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 率侶旅留虜劉 凌凌亮竜旅ﾏ竜旅 虜留旅 Digital Twins 侶亮旅凌粒溜留 旅ﾎ 侶旅留虜ﾎ 留僚旅粒略僚 (留僚留留留略竜僚) 旅虜ﾎ 留僚旅虜竜旅亮劉僚僚 流 隆旅留隆旅虜留旅ﾎ 率侶旅留虜流 凌凌亮竜溜侶 隆旅留隆旅虜留旅ﾎ (what-if analysis) 了竜粒凌 虜留旅 隆旅略慮侶 留僚旅虜竜旅亮劉僚僚 亮劉 凌 Digital Twin 凌 凌 留僚旅凌旅竜溜 The conveyor provides its status: Number and type of products in queue 2 Each bay provides its status: Availability to receive products Number and type of products in queue Recent unload performances 1 The Sorter decides: Receive status from bays and conveyor Based on algorithm sends message with product to catch to selected bay 3 The bay act: Receive message OK to catch Actuate 4 Bay #n Bay #2 Bay #1 Conveyor Sorter
- 16. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 竜了旅凌凌溜侶侶 凌隆旅留旅虜流 了溜隆留 了凌虜了流侶 侶亮略僚 了僚 僚 亮亮竜竜僚僚 里留竜溜留 留僚留了了留粒流 了侶凌凌旅ﾎ 凌 留留虜侶溜龍凌僚留旅 留 留虜溜硫竜旅留 凌亮略侶 了凌凌溜侶侶 亮僚旅ﾎ 亮竜留両 僚 亮亮竜竜僚僚
- 17. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 略了竜旅留 粒留龍凌亮劉僚僚 侶 硫旅凌亮侶留僚溜留 了了留粒流 侶 侶 侶 竜粒留溜留 (了旅粒竜凌 竜旅僚留虜旅虜流, 竜旅竜凌 僚竜亮留旅虜流) 留了竜竜 旅竜留劉 了了侶了竜溜隆留侶 亮竜 旅 侶留僚劉 両旅凌凌溜侶侶 留両侶亮劉僚侶 留粒亮留旅虜侶留 & 旅虜凌僚旅虜流 留粒亮留旅虜侶留 留留虜凌了凌慮侶侶 虜留略留侶 竜粒留龍凌亮劉僚凌 亮竜 凌竜劉 虜竜劉
- 18. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 Industry 4.0: Digital Enablers I4.0BigData Artificial Intelligence Smart Objects Blockchains AR/VR 5G Cybersecurity
- 19. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 竜粒略了留 竜隆凌亮劉僚留 (BigData) 里留 4 Vs 僚 亮竜粒略了僚 隆竜隆凌亮劉僚僚 (Volume, Variety, Velocity, Veracity) 裡僚隆留亮 亮竜 凌侶粒亮劉僚竜 竜僚旅虜劉 留僚略了侶 2016: Google Alpha AI wins Chinese Grand Master in GO
- 20. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 里竜僚侶流 凌侶亮凌僚侶 () 虜留旅 両僚留 僚旅虜竜溜亮竜僚留 1997: IBM-built supercomputer Deep Blue faces off against world chess champion Garry Kasparov and wins. 2002: iRobot releases Roomba, an autonomous vacuum cleaner that is the first commercially successful robot for the home. 2009: Google begins testing self-driving vehicle technology with a Toyota Prius 2016: Google Alpha AI wins Chinese Grand Master in GO
- 21. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 留両侶亮劉僚侶 留粒亮留旅虜侶留 裡僚隆留亮 留粒亮留旅虜流 留竜旅虜僚旅侶 亮竜 竜旅虜凌僚旅虜流 留竜旅虜僚旅侶 凌僚劉了留 虜溜硫竜旅留 竜 僚旅留溜凌 裡侶亮留 裡僚竜留粒亮劉僚僚 留亮凌粒劉: 留旅僚溜隆旅留, 竜虜留溜隆竜侶, 硫旅凌亮侶留僚旅虜 竜隆旅留亮, 凌旅亮...
- 22. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 里竜僚凌了凌粒溜竜 Blockchain 律流竜旅 竜虜 凌旅虜凌僚凌亮旅虜凌 凌亮劉留 (e.g., itCoin) 裡粒凌僚旅亮 旅凌亮侶留僚旅虜ﾎ 隆旅留隆旅虜留旅ﾎ 凌虜竜僚亮劉僚凌 劉了竜粒凌 & 隆旅留竜溜旅侶 僚 留略隆竜旅粒亮留: 2020 FAR-EDGE (www.faredge.eu) Field Tier Edge Tier Edge Analytics Engine Edge Automation Services Edge Analytics Engine Edge Automation Services Edge Analytics Engine Edge Automation Services Ledger Tier Distributed Ledger Configuration Orchestration Cloud Tier Open API for Automation Open API for Analytics Open API for Virtualization Synchronization Data Publishing
- 23. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 率侶旅留虜流 略了竜旅留 (Cyber-Security) 両留旅竜旅虜略 隆虜凌了侶 凌 了留溜旅凌 僚 硫旅凌亮侶留僚旅虜ﾎ 隆旅留隆旅虜留旅ﾎ 凌 竜旅了留亮硫略僚凌僚 旅虜劉 虜竜劉 凌竜粒粒溜竜旅 凌 僚隆略龍凌僚 留略了竜旅留 竜 凌了了留了略 竜溜竜隆留 (.. 侶 虜竜流 凌 凌了凌粒旅旅虜 僚劉凌) 留略隆竜旅粒亮留: H2020 SecureIoT project (https://cordis.europa.eu/project/rcn/213095_en.html)
- 24. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 5G: N劉竜 僚留侶竜 旅留僚隆竜侶 粒旅留 虜留旅僚凌亮竜 竜留亮凌粒劉 Source: 5G Infrastructure Association: Vision White Paper, February 2015 Source: 5G Infrastructure Association: 5G Empowering vertical industries. White Paper, 2016
- 25. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 5G 粒旅留 IoT 竜留亮凌粒劉 竜旅凌旅亮凌溜 4G 僚竜留虜劉 粒旅留 竜留亮凌粒劉 留粒亮留旅虜凌 僚凌 虜留旅 凌了了留了ﾎ 虜竜ﾎ 虜凌了劉 竜 竜竜凌粒竜僚流 竜旅硫略了了凌僚留 凌了了留了ﾎ 虜竜ﾎ 僚留侶竜 5G 1000X 竜旅竜留 隆竜隆凌亮劉僚留 両侶亮劉僚凌旅 慮亮凌溜 亮竜略隆凌侶 虜留旅 亮旅虜竜侶 虜留慮劉侶侶 end-to-end 留了竜侶 虜略了侶 裡凌 僚凌凌旅侶亮劉僚凌 了留溜旅凌 粒旅留 虜竜劉 凌里 凌 留両旅凌凌旅凌僚 凌了了留了劉 竜僚凌了凌粒溜竜 凌里 (.. RFID, short-range communications, UWB, Blue Tooth, etc.) 律留留虜侶旅旅虜 留略隆竜旅粒亮留 流侶: 両僚竜 了竜旅 Source: Why 5G is the way to go for IoT: https://www.linkedin.com/pulse/why-5g-way-go-internet-things-john-soldatos/
- 26. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 僚凌亮留 凌虜溜僚侶留: 裡僚隆略龍凌僚留 凌 Digital Enablers Source: NTT Source: Google How do autonomous cars see the road?
- 27. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 凌凌慮劉竜旅 留僚略両侶 Industry4.0 Cyber-Physical Systems 侶留僚劉 凌 僚留 竜溜僚留旅 CPS 留旅竜溜留旅 凌留亮凌粒流 粒旅留 旅 留了旅劉 亮侶留僚劉 率侶旅留虜劉 竜両旅侶竜 亮略隆竜 亮竜 率侶旅留虜劉 僚ﾏ竜旅 粒龍亮竜僚凌旅 留了了略 虜留旅 IT xperts 竜旅硫略了了凌僚留 隆凌虜旅亮ﾎ 旅了凌旅虜劉 粒留亮亮劉 留留粒粒流 流 粒留流旅留 凌凌亮竜旅劉 虜留旅 竜両凌了旅亮 隆凌虜旅亮ﾎ 留亮留 虜留旅 隆旅虜 律略侶 旅竜旅侶旅留虜凌溜 裡凌旅 留亮凌粒劉 凌 慮留 留僚留慮凌僚 虜留旅 亮竜 凌旅留 竜旅略
- 28. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 流亮留留 離了凌凌溜侶侶 亮旅留 了侶 Industry4.0 As-is To-Be僚留隆旅略慮侶 旅留隆旅虜留旅ﾎ RAMI4.0, Industrial Internet Consortium RA, OpenFog RA 旅竜虜凌僚旅虜流 侶 AutomationML, COLLADA, B2MML..率侶旅留虜略 凌僚略了留 OPC-UA, MQTT, DDS.. 旅留僚隆竜侶 亮竜 凌 竜隆溜凌 虜留旅 了了凌粒流 隆竜隆凌亮劉僚 Data Mining & Machine Learning, Deep Neural Networks & Deep Learning 僚略了侶 竜隆凌亮劉僚僚 Industrial Internet Security Framework, IT & OT Security Convergence 率侶旅留虜流 略了竜旅留 Pilot Lines, Testbeds, Simulationξ旅了凌旅虜流 凌虜旅亮流 12-18Months
- 29. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 凌硫凌了溜竜 Industry 4.0 侶僚 ﾏ侶 Source: European Commission, Key lessons from national industry 4.0 policy initiatives in Europe
- 30. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 凌虜了流竜旅 粒旅留 I4.0 溜 留凌虜了竜旅亮凌 劉僚隆侶 侶僚 留旅隆竜溜留 & 侶僚 竜僚留 裡僚隆竜侶 劉竜僚留 虜留旅 留留粒粒流 旅留 硫溜凌 亮略慮侶侶 僚溜侶 侶 旅竜旅侶亮留旅虜侶留 虜留旅 侶 留旅僚凌凌亮溜留 劉凌 凌旅僚僚旅虜 裡亮硫了留旅凌
- 31. 4侶 旅凌亮侶留僚旅虜流 留僚略留侶, Athens Science Festival, 25, 旅了溜凌, 2018 旅虜凌旅僚僚溜留 虜留旅 竜旅竜竜 了侶凌凌溜竜 Athens Tech Web Page: www.athtech.gr AIT Web Page: www.ait.gr Follow on Twitter: @jsoldatos Connect at LinkedIN: https://gr.linkedin.com/in/johnsoldatos IIoT articles / posts: www.solufy.com/blog & https://theinternetofallthings.com/category/views-on- internet-of-things/guest-contributors/