Submitted by admin on Tue, 08/09/2022 - 08:19

Much greater fluctuation in power generation

Sequence Number 10 Industry Energy Banner Much greater fluctuation in power generation How 5G enabled

Keeping better track of real-time data and using AI (ML) to better predict fluctuations

Data Flows
Title Devices Icon Peranti Description
  • Wide range of sensors collecting timeseries data.
  • Sensors collecting power generation levels.
  • What other data sources are needed?
Title Connectivity Icon Ketersambungan Description
  • Using 5G to get data to edge or Cloud storage
Title Edge Compute Icon Pengkomputeran Edge Description
  • Latency critical data could be stored and (AI) processed at the edge
  • Make a list of scenarios when edge is important and should be used over cloud
Title Cloud Compute & Storage Icon Cloud Compute & Storage Description
  • All data to be stored in Enterprise storage to ensure enterprise ownership
Title Applications & Services Icon Aplikasi dan Perkhidmatan Description
  • AI (ML) based apps for IT based data covering various availability aspects
  • Include MV for images
Title Inform Decision Makers Icon Maklumkan pihak pengurusan Description
  • Only in cases of issues reporting to Operations
Title Support Decision Making Icon Support Decision Making Description
  • End of process
Application Logic
Description
  • Make an overview of the workflows impacted by these fluctuations.​
  • Based on this information, how can 5 G- enabled Digital Services assist in minimising the impact on the power utilities?​
  • Create a team of SMEs + Data Scientists + Data engineers to translate this into AI supporting models
Description
  • Use batteries  for loading / unloading and therefore compensate for unwanted fluctuations. ​
  • Also looking at latest generation of sensors: Options and Costs difference. ​
  • Use AI – ML to predict these fluctuations and at the same time, give give steps to prevent them from happening.
Description
  • At all times it is important that the utility meets the minimal customer supply demands and therefore will give as well.
Expected benefits Key value created