TY - JOUR
T1 - Integration of scheduling and control under uncertainties
T2 - Review and challenges
AU - Dias, Lisia S.
AU - Ierapetritou, Marianthi G.
N1 - Funding Information:
M.I. acknowledges financial support from NSF under grant CBET 1159244 . L.D. acknowledges financial support from CNPQ – Conselho Nacional de Desenvolvimento Científico e Tecnológico – Brazil .
Publisher Copyright:
© 2016 Institution of Chemical Engineers
PY - 2016/12/1
Y1 - 2016/12/1
N2 - In order to achieve optimal operational conditions, the integration of decision-making across different layers of a company and the consideration of uncertain parameters in view of dynamic market conditions are essential. In this article, we review some of the efforts done by the process system engineering and process control communities aiming to optimize performance in a process industry, specifically in the areas of control, scheduling and their integration under process uncertainties. First, uncertainties in process scheduling and control are analyzed, and the different mathematical approaches to describe and optimize problems under uncertainty are described. Recent advances and relevant frameworks for scheduling and control under uncertainties are presented, and efforts for the integration of scheduling and control are reviewed.
AB - In order to achieve optimal operational conditions, the integration of decision-making across different layers of a company and the consideration of uncertain parameters in view of dynamic market conditions are essential. In this article, we review some of the efforts done by the process system engineering and process control communities aiming to optimize performance in a process industry, specifically in the areas of control, scheduling and their integration under process uncertainties. First, uncertainties in process scheduling and control are analyzed, and the different mathematical approaches to describe and optimize problems under uncertainty are described. Recent advances and relevant frameworks for scheduling and control under uncertainties are presented, and efforts for the integration of scheduling and control are reviewed.
KW - Integration of scheduling and control
KW - Process control
KW - Process uncertainties
KW - Production scheduling
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U2 - 10.1016/j.cherd.2016.10.047
DO - 10.1016/j.cherd.2016.10.047
M3 - Article
AN - SCOPUS:85002323783
SN - 0263-8762
VL - 116
SP - 98
EP - 113
JO - Chemical Engineering Research and Design
JF - Chemical Engineering Research and Design
ER -