Engineering-first data validation and structuring baselines for integrity and RBI decision support.
A physics-first engineering simulation of vibration-accelerated corrosion in X65 carbon steel pipe under CO2-saturated brine. The system couples: - Damped single-degree-of-freedom structural vibration (SDOF) - Stress-modified Butler-Volmer electrochemical kinetics - Faraday mass loss rate (Corrosion) - Archard fretting wear at pipe supports
Physics-informed neural-network surrogate for asset-integrity digital twin. ODE-constrained training with KKT enforcement.
Offshore structural inspection triage from drone and ROV imagery - the model classifies defects, it never measures. FastAPI, SQLite, Claude vision.
Laplace equation in 2D for potential distribution in the thin electrolyte film. Butler-Volmer kinetics at each metal boundary (Au plating, Ni underlayer, SS304 shell, Cu PCB trace). Faradaic dissolution coupled with oxide film growth over hundreds of charge cycles.
Asset Integrity Engineer bridging RBI decision frameworks, data engineering, and applied machine learning through transparent automation.
Creep-fatigue interaction in fired heater tubes (9Cr-1Mo T91). Norton/Omega creep, Coffin-Manson fatigue, parabolic oxidation, ASME III-5 envelope. 324 tests.
Coupled erosion-corrosion in sand-laden CO2 multiphase production piping at 90-degree elbows — NORSOK M-506, DNV-RP-O501, Beggs-Brill, ASTM G119, API 579. 466 tests.
Top Pipeline Integrity Management (Opensource) 🌟 Star if you like it! 🌟
Hydrogen-conversion analysis of vintage LF-ERW pipeline. B31.12 MAOP cascade, NACE TM0316 SSC, statistical seam-weld susceptibility, X42-X70.
An engineering reference package for managing galvanic coupling, material compatibility matrices, and protective PTFE coating inspection protocols in high-pressure offshore valve assemblies.
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