We present a new finite element scheme for direct simulations of inertialess particle suspensions in simple shear flows of a Newtonian fluid. The sliding bi-periodic domain concept of Lees and Edwards [J. Phys. C 5 (1972) 1921] has been combined with a standard velocity-pressure formulation of a fictitious-domain/finite-element method by introducing sliding bi-periodic frame constraints and it has been implemented with mortar element methods. Force-free, torque-free rigid body motions of particles are described through rigid-ring constraints and implemented by Lagrangian multipliers only on the particle boundary, which allows easy treatment of boundary-crossing particles. In our formulation, the bulk stress is obtained by simple boundary in...