Validity analysis of maximum entropy distribution based on different moment constraints for wind energy assessment

► The validity of Maximum Entropy Distribution with 3, 4 and 5 moment constraints in describing wind characteristics are compared using wind data from Taiwan. ► Maximum Entropy Distribution performs better than conventional Weibull distribution especially for bimodal wind speed distribution. ► For reasonable computation burden 4 moment constraints is recommended.