ResearchSpace

Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment

Show simple item record

dc.contributor.author Van der Westhuizen, Johan
dc.contributor.author Du Toit, Jurie H
dc.contributor.author Neyt, Nicole C
dc.contributor.author Riley, DL
dc.contributor.author Panayides, Jenny-Lee
dc.date.accessioned 2023-04-11T12:34:34Z
dc.date.available 2023-04-11T12:34:34Z
dc.date.issued 2022-07
dc.identifier.citation Van der Westhuizen, J., Du Toit, J.H., Neyt, N.C., Riley, D. & Panayides, J. 2022. Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment. <i>Digital Discovery, 1(5).</i> http://hdl.handle.net/10204/12735 en_ZA
dc.identifier.issn 2635-098X
dc.identifier.uri DOI: 10.1039/d2dd00036a
dc.identifier.uri http://hdl.handle.net/10204/12735
dc.description.abstract We report the development of an open-source software approach to monitor and control flow chemistry reactors from any smart device utilising Node-RED which lowers the expertise required to expand the system further and automate other equipment. The software was demonstrated through the control and automation of flow equipment from Uniqsis with the dashboard server run on a low-cost Raspberry Pi. Parameters of the equipment can be saved to a database for review in real-time or at a later stage. The dashboard control platform was demonstrated by performing the allylation of isovanillin in a semi-autonomous closed-loop optimisation fashion using Summit for the optimisation algorithm. The space time yield (STY) was optimised for this reaction using a single-objective Bayesian optimisation (SOBO) approach. The best STY result of 791 g dm-3 h-1 was achieved with the experimental conditions of 77.3 °C for the reactor column, a residence time of 4 min, with 1.005 equivalence of allyl bromide. All the software utilised in this paper was open-source, a tutorial-based approach to developing the program is included in the paper demonstrating the software capabilities. en_US
dc.format Fulltext en_US
dc.language.iso en en_US
dc.relation.uri https://pubs.rsc.org/en/content/articlelanding/2022/dd/d2dd00036a en_US
dc.source Digital Discovery, 1(5) en_US
dc.subject Fourth Industrial Revolution en_US
dc.subject 4IR en_US
dc.subject Flow chemistry en_US
dc.subject Open-source technology en_US
dc.subject Synthetic laboratories en_US
dc.title Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment en_US
dc.type Article en_US
dc.description.pages 596-604 en_US
dc.description.note This article is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence. en_US
dc.description.cluster Chemicals en_US
dc.description.cluster Manufacturing en_US
dc.description.impactarea Pharmaceutical Technologies en_US
dc.identifier.apacitation Van der Westhuizen, J., Du Toit, J. H., Neyt, N. C., Riley, D., & Panayides, J. (2022). Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment. <i>Digital Discovery, 1(5)</i>, http://hdl.handle.net/10204/12735 en_ZA
dc.identifier.chicagocitation Van der Westhuizen, Johan, Jurie H Du Toit, Nicole C Neyt, DL Riley, and Jenny-Lee Panayides "Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment." <i>Digital Discovery, 1(5)</i> (2022) http://hdl.handle.net/10204/12735 en_ZA
dc.identifier.vancouvercitation Van der Westhuizen J, Du Toit JH, Neyt NC, Riley D, Panayides J. Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment. Digital Discovery, 1(5). 2022; http://hdl.handle.net/10204/12735. en_ZA
dc.identifier.ris TY - Article AU - Van der Westhuizen, Johan AU - Du Toit, Jurie H AU - Neyt, Nicole C AU - Riley, DL AU - Panayides, Jenny-Lee AB - We report the development of an open-source software approach to monitor and control flow chemistry reactors from any smart device utilising Node-RED which lowers the expertise required to expand the system further and automate other equipment. The software was demonstrated through the control and automation of flow equipment from Uniqsis with the dashboard server run on a low-cost Raspberry Pi. Parameters of the equipment can be saved to a database for review in real-time or at a later stage. The dashboard control platform was demonstrated by performing the allylation of isovanillin in a semi-autonomous closed-loop optimisation fashion using Summit for the optimisation algorithm. The space time yield (STY) was optimised for this reaction using a single-objective Bayesian optimisation (SOBO) approach. The best STY result of 791 g dm-3 h-1 was achieved with the experimental conditions of 77.3 °C for the reactor column, a residence time of 4 min, with 1.005 equivalence of allyl bromide. All the software utilised in this paper was open-source, a tutorial-based approach to developing the program is included in the paper demonstrating the software capabilities. DA - 2022-07 DB - ResearchSpace DP - CSIR J1 - Digital Discovery, 1(5) KW - Fourth Industrial Revolution KW - 4IR KW - Flow chemistry KW - Open-source technology KW - Synthetic laboratories LK - https://researchspace.csir.co.za PY - 2022 SM - 2635-098X T1 - Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment TI - Use of open-source software platform to develop dashboards for control and automation of flow chemistry equipment UR - http://hdl.handle.net/10204/12735 ER - en_ZA
dc.identifier.worklist 26607 en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record