Instead of treating each study (RAM, RBI, FMEA, maintenance, etc.) as a separate activity, our team can connect them through a common Model-Based Reliability (MBRAM) and risk framework, ensuring that the outcome of one feed directly into the next.
| Lifecycle Stage | Modeling/Analysis | Example Output |
|---|---|---|
|
Design & FEED
|
RAM modeling + FMEA |
Identify critical systems, optimize redundancy, and validate availability targets. |
|
Detailed Design & Procurement
|
Maintainability & reliability data integration |
Align equipment specifications and design decisions with reliability and cost objectives. |
|
Operation & Maintenance
|
RBI + LCC + DRT + Commissioning Data Integration |
Optimize inspection intervals, predict and prevent failures, verify startup readiness, and visualize live asset risk through the Digital Risk Twin. |
|
Optimization & Expansion
|
RAM re-validation + cost modeling |
Update reliability forecasts, adjust maintenance strategies, and plan asset upgrades based on real performance data. |
Each step is connected technically, logically, and digitally ensuring that reliability insights generated at the design stage directly influence maintenance and operational strategy years later.