What are the limitations of a Z-transform?

The Z-transform has several limitations, including its inability to handle non-causal systems directly, as it primarily applies to causal discrete-time signals. Additionally, the Z-transform is sensitive to the choice of the region of convergence (ROC), which can affect the stability and interpretability of the resulting transform. It also may not effectively represent signals with infinite duration or non-stationary characteristics without additional modifications. Finally, the Z-transform can be computationally intensive for complex systems, making it less practical for real-time applications.