Development of a robotic system for automatic organic chemistry synthesis

Automated chemical synthesis has great promises of safety, efficiency, and reproducibility for both research and industry laboratories. Current approaches are based on specifically designed automation systems, which present two major drawbacks: 1) existing apparatus must be modified to be integrated...

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Main Authors: Lim, Joyce Xin-Yan, Leow, Dasheng, Pham, Quang-Cuong, Tan, Choon-Hong
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/160303
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1603032022-07-19T03:03:46Z Development of a robotic system for automatic organic chemistry synthesis Lim, Joyce Xin-Yan Leow, Dasheng Pham, Quang-Cuong Tan, Choon-Hong School of Mechanical and Aerospace Engineering School of Physical and Mathematical Sciences Engineering::Mechanical engineering Robots Manipulators Automated chemical synthesis has great promises of safety, efficiency, and reproducibility for both research and industry laboratories. Current approaches are based on specifically designed automation systems, which present two major drawbacks: 1) existing apparatus must be modified to be integrated into the automation systems and 2) such systems are not flexible and would require substantial redesign to handle new reactions or procedures. In this article, we propose a system based on a robot arm that mimics motions of human chemists, performs complex chemical reactions with no modifications to the existing setup used by humans, and thus removes human interventions. The automated system is capable of precise liquid handling, mixing, and filtering and is flexible; new skills and procedures could be added with minimum effort. The production sequence is customizable by chaining tasks together. We show that the robot is able to perform a Michael reaction, reaching a yield of 34%, which is comparable to that obtained by a junior chemist (undergraduate student in Chemistry). Note to Practitioners - This article explored methods to reduce the need of additional modifications on structured environments to implement automation. Existing approaches in chemical synthesis automation require substantial modifications on apparatus to incorporate automation, and hence, they are inflexible to changes in the procedures or reactions. This article suggested a new system that performed chemical reactions in an existing setup used by human chemist and was flexible in the production sequence or addition of tasks. We showed how the robot arm was capable of automating a Michael reaction and repeating the experiment again, which could be further extended multiple times. The yield obtained by the robot was comparable to junior chemist and consistent but lower than a senior chemist. Hence, we could improve the yield by understanding skills of a senior chemist and transferring them to the robot. Agency for Science, Technology and Research (A*STAR) Ministry of Education (MOE) This research was supported by the Ministry of Education, Singapore, under its Academic Research Fund Tier 1 with Project ID: RG4/18, and the Agency For Science, Technology and Research of Singapore (A*STAR) through the AME Individual Research Grant 2017 under Project A1883c0008. 2022-07-19T03:03:46Z 2022-07-19T03:03:46Z 2020 Journal Article Lim, J. X., Leow, D., Pham, Q. & Tan, C. (2020). Development of a robotic system for automatic organic chemistry synthesis. IEEE Transactions On Automation Science and Engineering, 18(4), 2185-2190. https://dx.doi.org/10.1109/TASE.2020.3036055 1545-5955 https://hdl.handle.net/10356/160303 10.1109/TASE.2020.3036055 2-s2.0-85096865382 4 18 2185 2190 en RG4/18 A1883c0008 IEEE Transactions on Automation Science and Engineering © 2020 IEEE. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
Robots
Manipulators
spellingShingle Engineering::Mechanical engineering
Robots
Manipulators
Lim, Joyce Xin-Yan
Leow, Dasheng
Pham, Quang-Cuong
Tan, Choon-Hong
Development of a robotic system for automatic organic chemistry synthesis
description Automated chemical synthesis has great promises of safety, efficiency, and reproducibility for both research and industry laboratories. Current approaches are based on specifically designed automation systems, which present two major drawbacks: 1) existing apparatus must be modified to be integrated into the automation systems and 2) such systems are not flexible and would require substantial redesign to handle new reactions or procedures. In this article, we propose a system based on a robot arm that mimics motions of human chemists, performs complex chemical reactions with no modifications to the existing setup used by humans, and thus removes human interventions. The automated system is capable of precise liquid handling, mixing, and filtering and is flexible; new skills and procedures could be added with minimum effort. The production sequence is customizable by chaining tasks together. We show that the robot is able to perform a Michael reaction, reaching a yield of 34%, which is comparable to that obtained by a junior chemist (undergraduate student in Chemistry). Note to Practitioners - This article explored methods to reduce the need of additional modifications on structured environments to implement automation. Existing approaches in chemical synthesis automation require substantial modifications on apparatus to incorporate automation, and hence, they are inflexible to changes in the procedures or reactions. This article suggested a new system that performed chemical reactions in an existing setup used by human chemist and was flexible in the production sequence or addition of tasks. We showed how the robot arm was capable of automating a Michael reaction and repeating the experiment again, which could be further extended multiple times. The yield obtained by the robot was comparable to junior chemist and consistent but lower than a senior chemist. Hence, we could improve the yield by understanding skills of a senior chemist and transferring them to the robot.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Lim, Joyce Xin-Yan
Leow, Dasheng
Pham, Quang-Cuong
Tan, Choon-Hong
format Article
author Lim, Joyce Xin-Yan
Leow, Dasheng
Pham, Quang-Cuong
Tan, Choon-Hong
author_sort Lim, Joyce Xin-Yan
title Development of a robotic system for automatic organic chemistry synthesis
title_short Development of a robotic system for automatic organic chemistry synthesis
title_full Development of a robotic system for automatic organic chemistry synthesis
title_fullStr Development of a robotic system for automatic organic chemistry synthesis
title_full_unstemmed Development of a robotic system for automatic organic chemistry synthesis
title_sort development of a robotic system for automatic organic chemistry synthesis
publishDate 2022
url https://hdl.handle.net/10356/160303
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