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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/2454
Title: Performance analyses of LP and MILP solvers based on newly introduced scale: Case studies of water network problems in chemical processes
Authors: Silori G.K.
Khanam, Shabina
Published in: Chemical Engineering Research and Design
Abstract: To meet fresh water requirement as well as to tackle wastewater generation are serious issues in process industries in the present scenario. To deal with water network problems, various models and computer aided tools have been used. GAMS software is used for this purpose since many years. All kind of water network models including LP, NLP, MILP and MINLP are extensively solved by this tool. However, it appears that no specific work is available in literature to observe the behaviour of different solvers on industrial case studies. The present study addresses this gap through behaviour analysis of LP and MILP solvers. Four case studies are considered from open literature, which include water networks for single contaminant, multi-contaminant and process as well as treatment units. LP models of all cases are solved through three different solvers i.e. CPLEX, CONOPT and MINOS. Further, piping cost is incorporated into LP models and thus, converted these to MILP, which are solved using three solvers such as BDMLP, CBC and SCIP. Results obtained through six solvers are compared at BECOTA scale. MINOS performs better for LP models as compared to CPLEX- a traditionally used LP solver. However, CBC is better amongst other MILP solvers considered. It is observed that selection of a particular solver may significantly influence the water network design as well as plant economy. Hence, selection of solvers should be carried out carefully. © 2018 Institution of Chemical Engineers
Citation: Chemical Engineering Research and Design (2018), 136(): 417-430
URI: https://doi.org/10.1016/j.cherd.2018.06.001
http://repository.iitr.ac.in/handle/123456789/2454
Issue Date: 2018
Publisher: Institution of Chemical Engineers
Keywords: BECOTA
GAMS
LP
MILP
Water networks
ISSN: 2638762
Author Scopus IDs: 57202581418
23025264900
Author Affiliations: Silori, G.K., Chemical Engineering Dept., Indian Institute of Technology Roorkee, Roorkee, Uttarakhand 247667, India
Khanam, S., Chemical Engineering Dept., Indian Institute of Technology Roorkee, Roorkee, Uttarakhand 247667, India
Corresponding Author: Silori, G.K.; Chemical Engineering Dept., Indian Institute of Technology RoorkeeIndia; email: gauravsilorikec@gmail.com
Appears in Collections:Journal Publications [CH]

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