Submitted by admin on Mon, 08/08/2022 - 07:46

Inability to manage, integrate and optimise data from various energy data sources

Sequence Number 6 Industry Energy Banner Inability to manage, integrate and optimise data from various energy data sources How 5G enabled

5G-enabled AI can process vast amounts of information from all energy data sources in a unified structure enabling efficient management

Data Flows
Title Devices Icon Devices Description
  • Sensors on various energy equipment sources about production volumes
  • Locating important data sources about production/forecasting info
Title Connectivity Icon Connectivity Description
  • Equipment sensor data transport
  • Energy availability data (e.g., steam, solar, wind, etc.)
Title Edge Compute Icon Edge Compute Description
  • No real-time intervention is required at present. However, this is expected to change
Title Cloud Compute & Storage Icon Cloud Compute & Storage Description
  • Equipment data stored to train AI algorithms
  • All data in Enterprise storage
Title Applications & Services Icon Applications & Services Description
  • AI (ML) to monitor production related data to give optimal delivery forecast predictions and revise on an ongoing basis
Title Inform Decision Makers Icon Inform Decision Makers Description
  • Alert-based notification of energy anomalies
Title Support Decision Making Icon Support Decision Making Description
  • End of process
Application Logic
Description
  • Install relevant sensors for critical energy equipment needed to support and manage a mixture of energy sources
  • It is important that these sensors monitor true production volumes for all energy sources
  • Sensors also need to collect GHG type of data having an impact on production and supply levels
Description
  • 5G enables AI machine vision to process live data and predict early anomalies in equipment and process health statuses in real-time
  • Being able to predict overall production gets more complex due to mixed sources. However, at the same time, better forecasting is increasingly important as seen with developments such as the VPP (Virtual Power Plant)
Description
  • Generate a comprehensive and unified view of all energy data sources.
  • Keep track of historic information using AI using the unified data combined with other data to predict future deliveries
  • Develop streamlined tool to monitor and analyse energy, water, cost, and carbon emissions in real-time with AI-insights
Expected benefits Key value created