Data Regression
Take a data-driven approach to reliability by importing asset failure and repair history quickly and consistently. Our Data Regression module applies statistical analysis -including Weibull modelling – to reveal failure patterns, MTBFs, and inform your maintenance strategy using real performance data. Identify which failure modes are truly infant mortality, random or time-based, to help you avoid unnecessary PM and focus on actions that work. Group similar assets for collective analysis to strengthen insights and seamlessly feed regressed failure and repair parameters into the RAM Simulation & Optimisation module for modelling and availability forecasting.
Real Reliability Data
Leverage real failure and maintenance data integrated from your plant work orders for a truly data-driven approach to asset performance management.
Statistical Analysis
Use the collected failure and maintenance data to perform statistical and Weibull analysis and gain insights into failure patterns and MTBFs.
Grouped Data
Run analyses on single assets for pinpoint insights or larger, grouped assets to see the aggregated failure patterns across a fleet of similar assets.
