Heat exchangers are now extensively utilized in industrial settings and are essential components in all thermal systems. Among these, the shell and tube design is the most frequently employed type 1.

There are two main strategies to enhance heat transfer: passive and active methods 1,2. Passive methods improve heat transfer without external power or input, typically by modifying the geometry or ...