This paper analyses the implementation of the different aspects of project-based learning in the context of a course at LTH, taken as case study. The main focus of this analysis centers on how to evaluate student individual performance in their working groups. A rubric for self and peer evaluation is suggested and its results linked to the final examination of the course. A new scheme for the examination is suggested, which includes peer examination.