Piping systems are the arteries of modern industry, silently transporting high-pressure steam, corrosive chemicals, cryogenic liquids, and volatile hydrocarbons across thousands of miles. When a pipe fails, the consequences ripple far beyond a simple leak—production halts, safety is compromised, and environmental disasters can unfold in seconds. Traditional hand calculations and empirical rules of thumb, while…