eprintid: 10111722
rev_number: 16
eprint_status: archive
userid: 608
dir: disk0/10/11/17/22
datestamp: 2020-10-08 16:04:07
lastmod: 2021-10-04 01:03:49
status_changed: 2020-10-08 16:04:07
type: proceedings_section
metadata_visibility: show
creators_name: Charitopoulos, VM
creators_name: Aguirre, AM
creators_name: Papageorgiou, LG
creators_name: Dua, V
title: Uncertainty aware integration of planning, scheduling and multi-parametric control
ispublished: pub
divisions: UCL
divisions: B04
divisions: C05
divisions: F43
note: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
abstract: In this work we investigate the integrated planning, scheduling and control (iPSC) of process systems under uncertain conditions throughout the three levels of decision making. The planning problem is explored in a rolling horizon fashion coupled with demand forecasts. Proactive and reactive approaches are employed to handle the effect of stochastic variations. Depending on the nature of the uncertain parameters robust optimisation and chance constrained programming are employed. For the closed-loop implementation of the control, novel multi-parametric controllers are designed. The proposed framework is tested on the iPSC of a polymerisation process. Finally, Monte Carlo simulations are conducted to highlight the benefits of the “uncertainty-aware” solutions when compared to the deterministic ones.
date: 2018-08-02
date_type: published
publisher: Elsevier
official_url: https://doi.org/1010.1016/B978-0-444-64241-7.50190-7
full_text_type: other
language: eng
verified: verified_manual
elements_id: 1576558
doi: 10.1016/B978-0-444-64241-7.50190-7
lyricists_name: Charitopoulos, Vasileios
lyricists_name: Dua, Vivek
lyricists_name: Papageorgiou, Lazaros
lyricists_id: VCHAR89
lyricists_id: VDUAX49
lyricists_id: LPAPA33
actors_name: Dua, Vivek
actors_id: VDUAX49
actors_role: owner
full_text_status: restricted
volume: 44
pagerange: 1171-1176
event_title: 13th International Symposium on Process Systems Engineering – PSE 2018
book_title: Computer Aided Chemical Engineering
citation:        Charitopoulos, VM;    Aguirre, AM;    Papageorgiou, LG;    Dua, V;      (2018)    Uncertainty aware integration of planning, scheduling and multi-parametric control.                     In:  Computer Aided Chemical Engineering.  (pp. pp. 1171-1176).  Elsevier      
 
document_url: https://discovery.ucl.ac.uk/id/eprint/10111722/1/PSE_paper_final_version.pdf