In this paper a general approach of estimating the closeness to different types of singularities of parallel mechanisms is discussed. The method is based on the analysis of generalized velocities and reactions under conditions when these parameters have maximized values. A way of calculating a twist of the moving plate and a wrench of external load which provide these conditions are presented. Both screw theory and Jacobian analysis is used to achieve this goal.