Introduction: Industries today face critical challenges with equipment and infrastructure exposed to harsh and corrosive environments. In sectors like marine engineering, chemical processing, offshore oil drilling, and power generation, corrosion, stress cracking, and reduced durability of materials often lead to equipment failure, costly downti