Tellegen's Theorem states that for any electrical network, the sum of the power across all branches is equal to zero at any instant of time. This theorem is fundamental in analyzing interconnections of two-port networks, allowing for insights into energy conservation and flow within complex circuit configurations. It plays a crucial role in determining the behavior of interconnected systems and facilitates circuit analysis through its implications on power relations.