dc.contributor.author |
Van der Westhuizen, Johan
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|
dc.contributor.author |
Du Toit, Jurie H
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|
dc.contributor.author |
Neyt, Nicole C
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dc.contributor.author |
Riley, DL
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dc.contributor.author |
Panayides, Jenny-Lee
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dc.date.accessioned |
2023-04-11T12:34:34Z |
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dc.date.available |
2023-04-11T12:34:34Z |
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dc.date.issued |
2022-07 |
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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
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|
dc.identifier.uri |
http://hdl.handle.net/10204/12735
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|
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 -
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en_ZA |
dc.identifier.worklist |
26607 |
en_US |