Reprint of: Data-driven robust optimization under correlated uncertainty: A case study of production scheduling in ethylene plant.

•Copula-based method is applied to industrial problems under correlated uncertainties.•Cut sets are constructed as tight outer-approximations for correlated uncertainties.•New robust formulations induced by cut sets are derived and proposed.•Through experimenting on an ethylene plant, the raised approach is less conservative.