Abstract
Univariate control charts under ranked set schemes are used to continuously monitor two or more related characteristic independently. In this article we have offered Hotelling T
2
control chart based on different bivariate ranked set schemes for monitoring two related characteristic simultaneously instead of independently. In this regard, we have proposed control chart statistic and control limits under bivariate ranked set schemes for handling two characteristics. Furthermore, we have computed empirical run length distribution and its properties to see the effect or role of different factors. We have found that proposed Hotelling T
2
control chart under ranked set schemes perform outstanding as compared to classical Hotelling T
2
control chart under simple random sampling in general. Moreover, proposed Hotelling T
2
control chart under double ranked set schemes is declared more efficient relative to single ranked set schemes. Among single and double ranked set schemes, proposed control chart under median ranked set schemes have uniformly high detection ability. Another feature of proposed control chart is to become special cases of the existing control charts when specific value of correlation between study variables and concomitant variable as well as sample size are considered. A real life example has included in which irrigation water monitored through the proposed control chart.