Different quality control charts for the sample mean are developed by the authors using pair ranked set sampling (PRSS), and selected ranked set sampling (SRSS). These new charts are compared with the usual control charts based on simple random sampling (SRS) data. The charts based on PRSS and SRSS are shown to have smaller average run length (ARI) than the classical chart especially if the process starts to get out of control. Through this study the underlying distribution is assumed to be normal.