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Global battery manufacturer · North America

Stabilizing yield at a new factory, from 12 months to 1 month

Smart factory deployment in North America cuts new-plant yield stabilization time from 1 year to 1 month

Yield Stabilization Speed12 months → 1 monthBased on North American plants
Stabilizing yield at a new factory, from 12 months to 1 month
LG CNS/Factova MES+

Challenge

  • Yield stabilization at a new plant previously took about 1 year
  • Five ESS production sites in North America operate as hybrid manufacturing sites producing EV batteries and ESS batteries simultaneously
  • Production portfolio must be quickly reshaped to keep pace with a fast-changing market

Smart Factory Execution Plan

  • Proactive detection of equipment issues through real-time monitoring: Monitors manufacturing equipment status in real time and detects and addresses anomalies in advance
  • Maximized productivity with automatic equipment compensation: Automatic parameter compensation without human intervention minimizes process anomalies
  • Minimized defect rates through expanded inspection automation: Automatically inspects in-process WIP and final products
  • Global standardization: Smart factory solutions proven in Korean plants are copied and pasted to five North American sites, reducing new-plant construction cost (CapEx)

Customer Results

  • New-plant yield stabilization time cut from 12 months to 1 month
  • Over 90% of process data collected automatically and optimized
  • Company-wide average yield surpasses 90% (as of 2025)
+11%Yield improvement and quality stabilization (Yield)
+5%Process improvement and productivity gains (OEE)
-75%Workforce efficiency (Labor Intensity)

These results were achieved through the customer's smart factory innovation initiatives as a whole.

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