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Insights & Resources

Technical field notes on Weibull life data analysis, ISO 14224 CMMS taxonomy, comminution circuit availability, and offshore RBI in West Africa.

CONVEYOR DE-BOTTLENECK SCHEMATICAsset: CV-010-TRK
Mining
August 14, 2026• 6 min read

Why 'Run-to-Failure' is Costing Ghanaian Mines Millions

Weibull life data analysis and B10 preventive replacement intervals for CAT 785/793 haul trucks and hydraulic shovels operating under 6 to 16 week Tema port lead times.

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Asset RegistryISO 14224 TaxonomyWork OrdersClean Failure CodesSpare Parts InventoryLead Time CleansedCMMS DATA SCHEMA CLEANUPTarget: Maximo / SAP PM
Asset Management
June 22, 2026• 8 min read

The True Cost of Bad CMMS Data

60% to 75% of CMMS work orders in West African plants cannot support Weibull or MTBF analysis. How to restructure SAP PM and IBM Maximo hierarchies to ISO 14224.

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OFFSHORE STRUCTURAL INTEGRITY MAPPINGAsset: FPSO-JUB-01
Oil & Gas
April 9, 2026• 5 min read

Asset Integrity Management for Aging FPSOs

Transitioning Gulf of Guinea vessels (Jubilee, TEN, Sankofa) from fixed 5-year calendar inspections to API 580/581 Risk-Based Inspection and API 579 Fitness-for-Service.

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