Dark energy analysis has become a pivotal focus in modern cosmology, shedding light on the enigmatic forces behind the universe's expansion.Recent findings from the Dark Energy Spectroscopic Instrument (DESI) collaboration indicate that dark energy, often regarded as a cosmological constant, may not be as stable as previously thought.