DETECT DIAGNOSE FORECAST
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
Forecasting
- 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
