Piezoelectric composite structures have intensive applications in many fields. Because of their axisymmetric characteristics, piezoelectric discs and rings can be manufactured more easily and have more chances in practical designs than other geometries. This research focuses on the static and dynamic characteristics of the bimorph transducers which consist of a piezoceramic disc and an isotropic circular metal plate. The analytical solutions for flexural displacements (out-of-plane) and radial displacements (in-plane) are discussed for the situations where piezoceramic are annular, circular or composite. Analytical solutions are verified by the finite element method which includes axisymmetric and three-dimensional analyses. In addition, the effects of boundary conditions are also investigated. Finally, the flexural displacement of the central point of the metal plate, the integration of flexural displacement of the metal plate, and the electromechanical coupling coefficient are taken as the objective functions to compare these three shapes of piezoelectric bimorph devices. Optimal design can be found for different objective function and different geometric types.