TY - JOUR
T1 - Distributed decision making for intensified process systems
AU - Daoutidis, Prodromos
AU - Allman, Andrew
AU - Khatib, Shaaz
AU - Moharir, Manjiri A.
AU - Palys, Matthew J.
AU - Pourkargar, Davood Babaei
AU - Tang, Wentao
N1 - Publisher Copyright:
© 2018 Elsevier Ltd
PY - 2019/9
Y1 - 2019/9
N2 - Process intensification can afford considerable benefits with respect to economics, sustainability and/or safety but also presents increased decision making challenges with respect to computational efficiency and flexibility across multiple temporal and spatial scales. Distributed decision making, that is, localized yet coordinated decision making among constituent subsystems, is a promising approach to alleviating these challenges. Determination of these subsystems is at the heart of the distributed paradigm. This paper gives a summary of recent developments and future directions in distributed decision making for intensified systems, specifically with respect to optimization, control and monitoring, with emphasis on methods for obtaining high quality decompositions for such problems based on network theory. It also discusses integrated renewable energy and chemical production, a new and promising domain of large-scale process intensification, in the context of systems engineering challenges and opportunities.
AB - Process intensification can afford considerable benefits with respect to economics, sustainability and/or safety but also presents increased decision making challenges with respect to computational efficiency and flexibility across multiple temporal and spatial scales. Distributed decision making, that is, localized yet coordinated decision making among constituent subsystems, is a promising approach to alleviating these challenges. Determination of these subsystems is at the heart of the distributed paradigm. This paper gives a summary of recent developments and future directions in distributed decision making for intensified systems, specifically with respect to optimization, control and monitoring, with emphasis on methods for obtaining high quality decompositions for such problems based on network theory. It also discusses integrated renewable energy and chemical production, a new and promising domain of large-scale process intensification, in the context of systems engineering challenges and opportunities.
UR - http://www.scopus.com/inward/record.url?scp=85059617571&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85059617571&partnerID=8YFLogxK
U2 - 10.1016/j.coche.2018.12.007
DO - 10.1016/j.coche.2018.12.007
M3 - Review article
AN - SCOPUS:85059617571
SN - 2211-3398
VL - 25
SP - 75
EP - 81
JO - Current Opinion in Chemical Engineering
JF - Current Opinion in Chemical Engineering
ER -