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Azure digital twins un mundo paralelo
- 1. #GlobalAzure
- 5. New monetization avenues due to IoT-related services Companies that increased revenue as a result of IoT implementation Average increase in operating income (avg. 8%) among the most digitally transformed enterprises p p p Data + intelligence Optimize operations Transform products Engage customers Empower employees Connected “things” by 2025 generating 180ZB of data p
- 10. Productive
- 11. Hybrid
- 12. Intelligent
- 13. Trusted Build on proven enterprise- ready IoT solutions Securely provision and manage your IoT devices from anywhere Leverage built-in security features and best practices
- 16. Azure Data Lake Azure Time Series Insights Azure Maps Azure Stream Analytics Azure Machine Learning Azure HD Insight Spark, Storm, Kafka Azure Event Hubs Azure IoT Hub Device Provisioning Service Azure IoT Hub Windows 10 IoT Core Azure IoT Edge Azure Sphere Azure Certified for IoT Azure IoT Device SDK Azure Logic Apps Azure Websites Azure Monitor Azure Event Grid Microsoft Power BI Microsoft Flow Azure Functions PlatformUse|Solutions IoT Edge
- 17. Replace or decommission devices after failure, upgrade cycle or service lifetime Group devices and control access according to your organization's needs Provide updates, configuration and applications to assign the purpose of each device Securely authenticate devices, on-board for management and provision for service Monitor device inventory, health, and security while providing proactive remediation of issues
- 18. • Simple "plug and play” provisioning • Minimize manual connection requirements • Enhanced security through HSM • Global availability IoT Solution US IoT Solution ChinaIoT Solution Germany
- 19. Connection Security X.509/TLS-Based Handshake and Encryption Device Security X.509 Certificate Based Identity and Attestation Device Provisioning, Authorization & Management Support for Diverse Hardware Secure Modules Securely connect millions of devices… …over a secure internet connection… …to Microsoft Azure – built with security from the ground up Cloud Security Azure Security Center | Azure Active Directory Key Vault | Policy-Based Access Control
- 20. Authentication Attestation Access Controls 1 Share Access Secrets (SAS) Tokens` Shared Access Key - Permission based - Role based - Action based - Per device granularity 2 Certificate Based Mutual Authentication Certificate Thumbprint 3 Certificate Based Mutual Authentication Certificate Authority Three device attestation and authentication Methods with policy based access controls Device Connection Security X.509/TLS-Based Handshake and Encryption IoT Hub
- 21. Azure IoT Central Analytics, dashboards and visualization User roles and permissions Monitoring rules and triggered actions Fully hosted and managed by Microsoft Device connectivity and management Risk-free trial with simplified pricing No cloud development expertise required
- 23. A History of Digital Twins R&D & ENGINEERING MANUFACTURING OPERATIONS, SERVICES NEW SERVICES DRIVEN BUSINESS MODELS Information mirroring* model • Powerful modeling and analysis • R&D and engineering focus Real Object Virtual Object *Dr. Michael Grieves and John Vickers – University of Michigan Digital Twin evolution Model any physical environment • Humans and device collaboration • Spatial awareness and intelligence • Mixed Reality experience 2018 - … Enable any organization to create digital feedback loops for all aspects of their business Connected IoT assets • Unified physical and virtual data • Rapid feedback across design, manufacturing, and operations Remote Monitoring Predictive Maintenance Simulation and 3D printing • Digital design, virtual assembly, and simulation • 3D printing mainstream
- 24. Digital Twins: Fusing physical and digital DIGITAL WORLD PHYSICAL WORLD • Remote Monitoring • Fault Detection • Predictive Maintenance Control Measure Insight, Optimization Operations Data Devices • Occupancy & Utilization • Workplace Advisor • Workplace Analytics Insights Spaces Control Measure Insight, Optimization Data Experiences • Tenant Apps • Employee Productivity, Comfort, Satisfaction • Indoor Mapping, Location, Wayfinding • Mixed Reality & Cognition People Control Measure Assistance, Task Completion Data
- 25. Azure Digital Twins Build next generation IoT solutions with Azure Digital Twins Automate actions in a space with custom functions that send events and /or notifications to endpoints based on incoming telemetry. Virtually represent the physical world with a digital twin that models the relationships between people, places and devices. Leverage predefined and extensible Twin Object Models to build contextually-aware solutions uniquely attuned to your industry domain. Securely replicate solutions across multiple tenants through built-in multi- and nested-tenancy.
- 26. Virtual instance of a customer-unique asset History Simulation
- 27. Insights into a specific product or entire line Performance Optimization Efficiency Uptime Management Maintenance Planning Anomaly Detection Incident Resolution Model C Model B Model A CustomerA Location 1 Location 2 Telemetry CustomerBn ProductModel&LocationbyCustomer Intelligence Insights Beneficiaries • Sales • Marketing • Design • Engineering • Quality • Support Physical Equipment Enterprise Digital Twin As designed As built As maintained Lifecyle Maintenance Downtime Characteristics Operation Incidents or anomalies Performance Interaction Feature priority Use model Profile Operational parameters Location considerations Customers Services
- 28. DIGITAL TWIN SIMULATED PERFORMANCE UPDATE DEVICE ENERGY EFFICIENCY Attained 300 kwh 596 kwh 25 dB NOISE LEVEL Attained Threshold 30 dB Unit A Unit B 1. Identify device by physical attributes 2. Load the Digital Twin 3. Report performance 4. Simulate new outcome 5. Take action Example workflow
- 29. Digital Twin Solution Architecture Joinable with other devices Connected services, data and capabilities Computing Platform, Sensors, Connectivity Enterprise intelligence & system integration Cognitive services & business intelligence Engineering, simulation & visualization platform Customer unique Fleet aware Digital thread Cloud connected SMART CONNECTED PRODUCT DIGITAL TWIN PLATFORM Tailored services Real-time Design and innovation insights, actions Integrated customer support and field service Manufacturing, supply chain and quality performance DIGITAL TWIN SERVICES Cloud connected
- 30. Digital Twin System Architecture Resource constrained devices Existing IoT devices IoT Client OPC-UA Field Gateway Data Path Optional solution component Microsoft IoT solution component Microsoft cognitive services Big compute services IoT Client Device Connectivity IP capable devices IoT Client Solution UX Stream Processing and Analytics Business Integration Connectors and Gateway(s) Cloud Gateway Business Connectivity, Presentation & InteractionData Processing, Compute, Analytics and Management Application Business Logic Device Provisioning and Management Simulation & Visualization Compute Vision, Speech, Language & Knowledge Mixed Reality Mobility Productivity Line of business applications Computer Aided Design, Engineering & Visualization Product Lifecycle & Data Management Supply Chain Management Manufacturing Execution Software Development 3D Printing Customer Service Field Service Analytics Microsoft cloud application Common Data Services ISO 10303- 239 (PLCS)
- 34. Muchas Gracias!