公开(公告)号：US20240320291A1

公开(公告)日：2024-09-26

申请号：US18588126

申请日：2024-02-27

Applicant: ExxonMobil Technology and Engineering Company

Inventor： Jon E. Haik ,  Gangadhar Gattu

IPC: G06F17/13 ,  G06F17/16 ,  G06F17/18

CPC classification number: G06F17/13 ,  G06F17/16 ,  G06F17/18

Abstract: Linear programming models utilizing first-order partial derivatives and at least one of cross-term partial derivatives and square-term partial derivatives are disclosed. The models can be more advantageous than models utilizing first-order partial derivatives only and models utilizing regressed coefficients. Effective, accurate, and efficient prediction and optimization of industrial processes, systems, and products can be achieved using the improved models.