1. Introduction: Australia’s expanding industrial sectors—including oil & gas, petrochemical, power generation, and mining—depend on robust piping systems. Yet, one of the most persistent challenges these industries face is pipeline failure due to weak flange joints, particularly in high-pressure and high-temperature environments. A smal