Purpose: This paper proposes model-based standard times estimates, using multiple linear regression, nonlinear optimization, and fuzzy systems in four real cases assembly lines. The work includes a description of the models comparison their performance with values obtained conventional chronometer method. These allow estimating without reconducting field studies.Design/methodology/approach: For...