Title :
Multi-objective control of the Tennessee Eastman challenge process
Author :
Yan, M. ; Ricker, N.L.
Author_Institution :
Dept. of Chem. Eng., Washington Univ., Seattle, WA, USA
Abstract :
Large-scale process control problems usually have multiple, conflicting objectives, making it difficult for control strategies based on single-objective, on-line optimization to provide the desired performance, The present work considers a goal-programming approach that treats multiple objectives explicitly. It is intended to reduce tuning complexity, yet provide flexibility in defining performance objectives. An example application to the Tennessee Eastman Challenge Process is presented
Keywords :
chemical technology; large-scale systems; mathematical programming; process control; Tennessee Eastman challenge process; goal-programming approach; large-scale process control; multi-objective control; performance objectives; tuning complexity; Chemical engineering; Chemical processes; Constraint optimization; Large-scale systems; Mathematical programming; Pollution control; Predictive models; Process control; Product safety; Profitability;
Conference_Titel :
American Control Conference, Proceedings of the 1995
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2445-5
DOI :
10.1109/ACC.1995.529246