Evaluating the productivity of research and development centers (R&D centers) is one of the important issues for both governmental and private sectors.First of all, in this article some evaluating criteria will be designed and then a creative model, based on statistical quality control techniques and projects pursuit cumulative sum (PPCUSUM) approach, Will be formulated. By using the designed model, we can monitor the mean vector of criteria and covariance matrix. Finally, an example will be presented.