Differential equations describing dynamics of double and connected pendulums are considered. For these equations the method of non-local reduction si developed. In several cases it allows to reduce the stability problem of pendulum with two degrees of freedom to studying the equation of pendulum with one degree of freedom. The method of non-local reduction gives conditions when pendulums asympthoticaly approach the equilibrium point for any initial conditions.