Build a car with Graphs, Fabien Batejat, Volvo Cars
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Neo4j GraphTour 2019 - Customer Presentation: Build a car with Graphs, Fabien Batejat, Graph Technology Specialist, Volvo Cars
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Build a car with Graphs, Fabien Batejat, Volvo Cars
- 1. Build a Car with Graphs G R A P H D A T A M A N A G E M E N T A P P L I E D T O P R O D U C T D E V E L O P M E N T
- 2. ISSUE DATE TO CHANGE THIS, USE “INSERT” RIBBON AND “HEADER/FOOTER” BUTTON. REMEMBER TITLE, ISSUER ( NAME & CDS-ID), ISSUE AND SECURITYCLASS. 2 The challenges of complex product development
- 3. ISSUE DATE TO CHANGE THIS, USE “INSERT” RIBBON AND “HEADER/FOOTER” BUTTON. REMEMBER TITLE, ISSUER ( NAME & CDS-ID), ISSUE AND SECURITYCLASS. Complex Product? 100 200 400 2000 10.000 30.000 1.000.000
- 4. Today
- 5. 5 Product evolution after original sale ... Unknowns Multiple brands multiple segments System of systems Crowd sourced data Machine learning Personalization Third party access Autonomy AutonomyElectrification Electrification Connectivity Connectivity Sharing Sharing Decreasing time to market On the horizon
- 6. Always more data Always more Silos
- 7. ISSUE DATE TO CHANGE THIS, USE “INSERT” RIBBON AND “HEADER/FOOTER” BUTTON. REMEMBER TITLE, ISSUER ( NAME & CDS-ID), ISSUE AND SECURITYCLASS. 7 Highly integrated Complex
- 8. ISSUE DATE TO CHANGE THIS, USE “INSERT” RIBBON AND “HEADER/FOOTER” BUTTON. REMEMBER TITLE, ISSUER ( NAME & CDS-ID), ISSUE AND SECURITYCLASS. 8 How will graphs help?
- 9. Interface Reveal Dependencies Knowledge Mining Modelling Platform Analytics
- 10. Knowledge Graph Enhanced Knowledge Graph ML ML to enhance Knowledge Graph Knowledge Graph to train ML neural network Graph ML AI & Knowledge Graphs
- 11. Volvo Cars Graph Intelligence Platform Knowledge Graph Graph Connector Application Connector User Management Data Visualization Data Manipulation DataAnalysis&AI ... UNIFY UNIFY
- 12. ISSUE DATE TO CHANGE THIS, USE “INSERT” RIBBON AND “HEADER/FOOTER” BUTTON. REMEMBER TITLE, ISSUER ( NAME & CDS-ID), ISSUE AND SECURITYCLASS. 12 System Engineering @ Volvo Cars with Graphs
- 13. Functional Disposition ”Every system component is connected to the customer needs instead of mere engineering performance cursors” Connecting Systems Engineering and Human Factors through MBSE Nilsson, Robert - Volvo Cars Corporation Bligård, Lars-Ola - Chalmers University of Technology On-board Off-board Temperature Management Air flow Management Climate Comfort Context Customer Function Product Function NEEDS to affect air flow
- 14. ISSUE DATE 14TO CHANGE THIS, USE “INSERT” RIBBON AND “HEADER/FOOTER” BUTTON. REMEMBER TITLE, ISSUER ( NAME & CDS-ID), ISSUE AND SECURITYCLASS.
- 15. •Function Owners The work sociogram •System Design Analysts DSM analytics •Project Leaders Support to project planning The Demo – Use-Cases
- 16. DSM = adjacency matrix in graph theory System design analysis & project planning Analytics: • Feedbacks • Clusters • Sequencing DSM (Design Structure Matrix) Analytics Original relation matrix Triangular – Feedbacks Sequence 2 relations involved in loops Block-diagonal - Clusters 1 2 3 3 decoupled subsystems
- 17. ISSUE DATE 17TO CHANGE THIS, USE “INSERT” RIBBON AND “HEADER/FOOTER” BUTTON. REMEMBER TITLE, ISSUER ( NAME & CDS-ID), ISSUE AND SECURITYCLASS. Thank You!