Control chart are popular tools used to monitor the process parameters such as location and dispersion. The commonly used types of charts include Shewhart/ exponentially weighted moving average control chart and CUSUM. The Shewhart type charts address largef shifts while EWMA and CUSUM charts focus on the smaller shifts. CUSUM charts were first proposed by page21 and have been studied by several anthors including Gan, 6-8