Bourke (2008) compared the performance of four control charts by monitoring shifts of the nonconforming fraction in industrial processes. Thereby he noted similarities in the performance of the Synthetic control chart and np-Chart over a long time period of in-control process. With similar purposes, Aebtarm and bouguila (2011) compared the performance with eleven control charts for monitoring defects with Poisson distribution. Hsieh, Tong, and Wang (2007) applied fuzzy theory to monitor wafer defects Poisson distributed in manufacture process. while Croux, Gelper, and Mahieu (2011) applied Holt-Winters method for presence of autocorrelation in the dependent process and Lin, Chou, Wang, and Lin (2012) proposed fitting this data type using autoregressive moving average.