Show simple item record

dc.contributor.authorKaur, J
dc.contributor.authorChugh, T
dc.contributor.authorSangal, VK
dc.date.accessioned2019-06-11T12:56:37Z
dc.date.issued2019-06-10
dc.description.abstractAn optimisation problem to minimise energy requirements in the synthesis of bio-additive ethyl tertiary butyl ether (ETBE) via reactive dividing wall distillation column (RDWC) is considered. The contribution of the article is to solve a real-world optimisation problem by addressing two challenges: (i) finding optimal process conditions in few numbers of simulations and (ii) handling mixed-integer variables. An efficient global optimisation algorithm is used to find optimal process conditions and adapted to handle both integer and continuous variables. ETBE is produced by the reaction of ethanol and isobutene in RDWC and has proven its niche in reducing the energy requirements for reaction–separation processes. However, the overall economics of the process is governed by the energy requirements. Therefore, it is crucial to find the optimal process conditions for achieving a cost-effective process. Reboiler duty of RDWC, considered as a measure of the energy requirements to be minimised by using the algorithm. Seven variables (four integers and three continuous) are used in the optimisation process to minimise the reboiler duty. A very low value of reboiler duty is obtained after doing the optimisation, which not only provides insight when using RDWC but also shows the potential of the algorithm used.en_GB
dc.description.sponsorshipNatural Environment Research Council (NERC)en_GB
dc.identifier.citationAwaiting citation and DOIen_GB
dc.identifier.doi10.1080/00194506.2019.1623089
dc.identifier.grantnumberNE/P017436/1en_GB
dc.identifier.urihttp://hdl.handle.net/10871/37461
dc.language.isoenen_GB
dc.publisherTaylor & Francis / Anamaya Publishersen_GB
dc.rights.embargoreasonUnder embargo until 10 June 2020 in compliance with publisher policyen_GB
dc.rights© 2019 Indian Institute of Chemical Engineersen_GB
dc.subjectETBEen_GB
dc.subjectRDWCen_GB
dc.subjectBayesian optimisationen_GB
dc.subjectmachine learningen_GB
dc.subjectevolutionary computationen_GB
dc.subjectGaussian processesen_GB
dc.subjectgenetic algorithmen_GB
dc.subjectchemical engineeringen_GB
dc.titleEnergy efficient global optimisation of reactive dividing wall distillation columnen_GB
dc.typeArticleen_GB
dc.date.available2019-06-11T12:56:37Z
dc.identifier.issn0019-4506
dc.descriptionThis is the author accepted manuscript. The final version is avialable from Taylor & Francis via the DOI in this recorden_GB
dc.identifier.journalIndian Chemical Engineeren_GB
dc.rights.urihttp://www.rioxx.net/licenses/all-rights-reserveden_GB
dcterms.dateAccepted2019-05-19
exeter.funder::Natural Environment Research Council (NERC)en_GB
rioxxterms.versionAMen_GB
rioxxterms.licenseref.startdate2019-06-10
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2019-06-11T09:22:46Z
refterms.versionFCDAM
refterms.dateFOA2020-06-09T23:00:00Z
refterms.panelBen_GB


Files in this item

This item appears in the following Collection(s)

Show simple item record