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A large eddy simulation in SOWFA  is used for validation of wind direction and wake displacement. Wake displacement at 6 diameters downwind is used to compare 150 simulations in DStoDyn. The SOWFA data remains within 2 standard deviations but still has un-modeled dynamics. • Wind Direction • ARMA model fitted to SOWFA • Yaw Misalignment • Exogenous input fitted to  • Crosswind Velocity • Combined ARMAX model • = 1, = 9, = 1 • Wake Displacement • Linear transform of cross-wind velocitydoi:10.25676/11124/170923 fatcat:6zetzeaf7rf2peotvqlti7vo6u