Peierls Instability is a phenomenon in One-dimensional metallic systems where a Periodic lattice distortion opens a gap at the Fermi Surface, resulting in a transition from a metallic to an insulating state. This instability is driven by Electron-Phonon Interactions and is characterized by a reduction in the electronic energy, effectively stabilizing the system into a Lower energy state.