How ElectraNet transformed asset management operations through advanced image recognition in KNIME
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How ElectraNet transformed asset management operations through advanced image recognition in KNIME

How ElectraNet transformed asset management with KNIME and Prophix Australia

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ElectraNet manages South Australia’s energy transmission network, spanning more than 200,000 square kilometres and over 100,000 assets worth $2.5 billion AUD. Working with Prophix Australia (formerly Forest Grove) and KNIME, the team built an image analytics solution that identifies insulator sub-classes across 15,000 transmission towers and corrects discrepancies in SAP, freeing subject matter experts from manual audits.

Key results include:

  • Reduced time spent on manual auditing by 80% across 72,000 insulator entries in SAP.
  • Achieved 99.5% model accuracy, improving SAP data quality.
  • Identified insulator sub-class across 15,000 transmission towers.
  • Deployed as an automated workflow and a web app, so SMEs can upload images and run analysis themselves.
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How ElectraNet transformed asset management operations through advanced image recognition in KNIME

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