Journal article
Dynamic real-time optimization of distributed MPC systems using rigorous closed-loop prediction
Abstract
A dynamic real-time optimization (DRTO) formulation with closed-loop prediction is used to coordinate distributed model predictive controllers (MPCs) by rigorously predicting the interaction between the distributed MPCs and full plant response in the DRTO formulation. This results a multi-level optimization problem that is solved by replacing the MPC quadratic programming subproblems by their equivalent Karush-Kuhn-Tucker (KKT) first-order …
Authors
Li H; Swartz CLE
Journal
Computers & Chemical Engineering, Vol. 122, , pp. 356–371
Publisher
Elsevier
Publication Date
3 2019
DOI
10.1016/j.compchemeng.2018.08.028
ISSN
0098-1354