I consider modelling a particular physical phenomenon using a spin chain (Ising, XYZ, Potts, etc.). Once I establish the mapping from experimental data to the states of spins for, I get the values $\{s_i(t)\}$.
In order to constrain the possible forms of the Hamiltonian, I would like to check if the system respects any symmetries. To do so, I would like to calculate some functionals $I_\alpha[\{s_i(t)]$ which may (potentially) be the invariants of the system. If $I_\alpha[\{s_i(t)\}]\approx I_\alpha[\{s_i(t_2)\}] \approx I_\alpha[\{s_i(t_3)\}]$, I would conclude that the system respects a certain symmetry, and, therefore, the Hamiltonian contains a smaller number of free parameters.
What are the typical physically motivated symmetries of spin chains and their corresponding invariant quantities?