Control EngineeringPublished 31 March 2023Optimization design of crude oil distillation unit using bi-level surrogate modelYingjian Xiong · Xuhua Shi · Yongjian Ma · Yifan ChenFrontiers in Control Engineeringdoi 10.3389/fcteg.2023.1162318