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Performance Assurance


Performance Assurance services combine advanced data science techniques with process expertise to enable precision real-time opportunity identification, anomaly detection, diagnostics and forecasting.  This capability transforms asset value by continuously maximizing performance and accelerating quality decisions at all levels.

Performance Assurance services:

Real-time Anomaly Detection

  • 24×7 application of machine learning technology compares critical real-time performance indicators such as unit output and efficiency with high precision self-adapting models of expected performance
  • Previously undetectable performance anomalies are quickly detected, quantified and reported to plant personnel


  • Unprecedented accuracy in day-ahead generation capacity and fuel consumption for merchant power daily declarations
  • Continuously forecast hourly capacity, fuel consumption and heat rate from 1 to 72 hours in the future

Performance Reporting (daily, weekly, monthly)

  • Configurable dashboards summarize key trends, boundaries and opportunities
  • Daily or weekly “Traffic Light” notifications focus attention where needed
  • Diagnostic support stimulates action, raises personnel knowledge and engagement

Benefits include:

  • Immediately detect and respond to potential safety, reliability and performance issues
  • Maximize day-ahead forecast precision and revenue
  • Verify OEM performance claims to a new level of precision and certainty
  • Identify opportunities “above and beyond” OEM guaranteed performance
  • Accelerate high quality decision making and response planning
  • Raise personnel knowledge, awareness & engagement
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Knowledge Resources
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Performance Optimization
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