Recent Developments in Automated Reactors for Plasmonic Nanoparticles
Automated reactors are transforming nanomaterial synthesis by enabling precise, multistep control over morphology and reaction pathways. This review discusses recent advancements in robotic batch and continuous-flow platforms, highlighting their role in expanding chemical space exploration and adapt...
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| Published in | Nanomaterials (Basel, Switzerland) Vol. 15; no. 8; p. 607 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
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15.04.2025
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| Abstract | Automated reactors are transforming nanomaterial synthesis by enabling precise, multistep control over morphology and reaction pathways. This review discusses recent advancements in robotic batch and continuous-flow platforms, highlighting their role in expanding chemical space exploration and adaptive manufacturing. Despite progress, challenges remain in integrating automation for complex, multistep syntheses due to the intricate interplay of chemical and physical processes. Emerging process analytical technologies and advanced control software are enhancing real-time monitoring, adaptive feedback loops, and self-optimizing synthesis strategies. We categorize these developments, emphasizing their impact on plasmonic nanomaterial fabrication and outlining future directions for autonomous synthesis. |
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| AbstractList | Automated reactors are transforming nanomaterial synthesis by enabling precise, multistep control over morphology and reaction pathways. This review discusses recent advancements in robotic batch and continuous-flow platforms, highlighting their role in expanding chemical space exploration and adaptive manufacturing. Despite progress, challenges remain in integrating automation for complex, multistep syntheses due to the intricate interplay of chemical and physical processes. Emerging process analytical technologies and advanced control software are enhancing real-time monitoring, adaptive feedback loops, and self-optimizing synthesis strategies. We categorize these developments, emphasizing their impact on plasmonic nanomaterial fabrication and outlining future directions for autonomous synthesis. Automated reactors are transforming nanomaterial synthesis by enabling precise, multistep control over morphology and reaction pathways. This review discusses recent advancements in robotic batch and continuous-flow platforms, highlighting their role in expanding chemical space exploration and adaptive manufacturing. Despite progress, challenges remain in integrating automation for complex, multistep syntheses due to the intricate interplay of chemical and physical processes. Emerging process analytical technologies and advanced control software are enhancing real-time monitoring, adaptive feedback loops, and self-optimizing synthesis strategies. We categorize these developments, emphasizing their impact on plasmonic nanomaterial fabrication and outlining future directions for autonomous synthesis.Automated reactors are transforming nanomaterial synthesis by enabling precise, multistep control over morphology and reaction pathways. This review discusses recent advancements in robotic batch and continuous-flow platforms, highlighting their role in expanding chemical space exploration and adaptive manufacturing. Despite progress, challenges remain in integrating automation for complex, multistep syntheses due to the intricate interplay of chemical and physical processes. Emerging process analytical technologies and advanced control software are enhancing real-time monitoring, adaptive feedback loops, and self-optimizing synthesis strategies. We categorize these developments, emphasizing their impact on plasmonic nanomaterial fabrication and outlining future directions for autonomous synthesis. |
| Audience | Academic |
| Author | Luo, Tong He, Shan Chen, Xiao’e Jellicoe, Matt Young, David James |
| AuthorAffiliation | 3 College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia 2 James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK; david.j.young@glasgow.ac.uk 1 School of Food and Pharmacy, Zhejiang Ocean University, Zhoushan 316022, China |
| AuthorAffiliation_xml | – name: 1 School of Food and Pharmacy, Zhejiang Ocean University, Zhoushan 316022, China – name: 2 James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK; david.j.young@glasgow.ac.uk – name: 3 College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia |
| Author_xml | – sequence: 1 givenname: Shan surname: He fullname: He, Shan – sequence: 2 givenname: Tong surname: Luo fullname: Luo, Tong – sequence: 3 givenname: Xiao’e surname: Chen fullname: Chen, Xiao’e – sequence: 4 givenname: David James surname: Young fullname: Young, David James – sequence: 5 givenname: Matt orcidid: 0000-0002-9079-5307 surname: Jellicoe fullname: Jellicoe, Matt |
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| Keywords | automated reactors continuous flow platform plasmonic nanoparticles |
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| SubjectTerms | Artificial intelligence automated reactors Automation Continuous flow continuous flow platform Control theory Discovery and exploration Fabrication Feedback loops Learning strategies Mechanization Nanomaterials Nanoparticles Outer space plasmonic nanoparticles Plasmonics Reactors Real time Review Space exploration Spectrum analysis Synthesis Technology application |
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| Title | Recent Developments in Automated Reactors for Plasmonic Nanoparticles |
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