Principles, developments and applications of finite element modelling of residual stresses and deformations in fusion welding are reviewed. Details are given of finite element analysis of different phenomena: thermomechanical, thermal, and mechanical (large deformations, material behaviour). Engineering applications of two-dimensional and three-dimensional models are described. Improvements in models are summarised (more detailed analysis, treatment of complex geometry and multirun welds).