“…With the rapid development of high-fidelity direct numerical simulation techniques, the accuracy and reliability of various drag models have been examined (van der Hoef et al, 2008;Deen and Kuipers, 2014;Tenneti and Subramaniam, 2014). One of the conclusions is that modification of currently-used drag correlations is needed, to consider the effects of the fluctuation of state variables (Benyahia, 2008;Kriebitzsch, 2011;Kriebitzsch et al, 2013aKriebitzsch et al, , 2013bTang, 2015;Tang et al, 2016b). Models or correlations have also been proposed (Wylie et al, 2003;Zhang and Reese, 2003;Tang et al, 2016b;Third et al, 2016), however, no CFD test has been carried out except that Zhang and Reese has tested the effect of granular temperature on the hydrodynamics of circulating fluidized beds (Zhang and Reese, 2003).…”