The application of a minimum variance self-tuning approach to the load frequency control of a multi-area power system is presented in this paper. It is shown that for slow sampling rates the basic minimum variance control can function, but as the sampling rate is increased in order to cover the required bandwidth, the controller fails. Explanations are given for these characteristics and it is shown how these difficulties can be removed by employing a generalized minimum variance controller.