Big Data management in smart grid: concepts, requirements and implementation

Document Outline

• Big Data management in smart grid: concepts, requirements and implementation
  • Abstract 
  • Background
  • Smart grid overview
    • Smart grid architecture
    • Smart grid opportunities
  • Smart grid systems
    • Communication systems
    • Information systems
      • Supervisory control and data acquisition
      • Advanced metering infrastructure
      • Outage management system
      • Geographic information system
      • Customer information system
      • Demand response management system
  • Data management issues in smart grid
    • Standars and interoperability
    • Management of massive data volume
    • Security and data privacy
  • Big Data for smart grid
    • Big Data life cycle
      • Data sources
      • Data integration
      • Data storage
      • Data analytics
      • Data visualization
      • Data transmission
    • Criterias for choosing Big Data technologies
    • Big Data resources requirements
      • Big Data hardware requirements
      • Cloud computing frameworks
  • Big Data implementation in smart grid: the case of customer data analytics
    • Added value of customer data analytics
    • Big Data tools for customer data analytics
  • Conclusion
  • Authors’ contributions
  • References