Submitted by admin on Wed, 08/10/2022 - 15:55

Shortage of labour

Sequence Number 1 Industry Agriculture Banner Shortage of labour How 5G enabled

5G can maximise automation looking at the total end workflows. The order of priority will be driven by the maximum labour savings impact.

Data Flows
Title Devices Icon Peranti Description
  • Install the sensors as a result of the workflow (see below)
  • Be ready to install a broad spectrum of sensors: 5G (images) and others (temp / water / soil / etc.)  
Title Connectivity Icon Keterhubungan Description
  • Equipment (time series) sensor data transmission
  • Information from storage facilities is also sent to Enterprise storage
Title Edge Compute Icon Pengkomputeran Edge Description
  • 5G (real-time) collecting and actioning data to be exploited to see how it can reduce labour numbers
Title Cloud Compute & Storage Icon Penyimpanan Awan dan Penyimpanan Description
  • Equipment data stored to train AI algorithms
  • All data stored in Enterprise storage
Title Applications & Services Icon Aplikasi & Perkhidmatan Description
  • AI (ML/MV) models to be developed to drive down labour needs (automation / robots) 
Title Inform Decision Makers Icon Maklumkan pihak pengurusan Description
  • Executing the agreed workflows should result in minimal need for human intervention
Title Support Decision Making Icon Menyokong proses mencapai keputusan Description
  • End of process
Application Logic
Description
  • List all end to end workflows and order by labour usage: high to low.
  • Once we have that list, determine for each workflow how 5G-enabled Digital Services can make a difference and paint the end-to-end picture of what needs to happen at each step.
  • Also list how other digital services (LoRaWAN based) can help.Implement workflows described above.
  • Assume that combination of 5G and non-5G will make the difference. 
Description
  • 5G is important.
  • Developing AI – ML/MV models to predict will take a number of iterations where accuracy of these models (predictions) will improve over time.
  • SME involvement working with data scientists is required to develop the models.
  • Both MV and ML models to be used.
Expected benefits Key value created