Image Recording and Processing Chemical Synthesis: Method Description and Demonstration

被引:0
作者
Sousa, David M. [1 ,2 ]
Lima, Joao Carlos [2 ]
Ferreira, Isabel [1 ]
机构
[1] Univ NOVA Lisboa Quinta Torre, CENIMAT I3N, Dept Ciencia Mat, Fac Ciencias & Tecnol, Campus Univ, P-2829516 Caparica, Portugal
[2] Univ NOVA Lisboa Quinta Torre, LAQV REQUIMTE, Dept Quim, CQF B Fac Ciencias & Tecnol, Campus Univ, P-2829516 Caparica, Portugal
来源
CHEMISTRYMETHODS | 2021年 / 1卷 / 03期
基金
欧洲研究理事会; 欧盟地平线“2020”;
关键词
automation; feature extraction; imaging; recording; reproducibility; synthesis parameters;
D O I
10.1002/cmtd.202000043
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The reproducibility of chemical synthesis is of crucial importance for both chemical industry and research. The development of simple yet robust methods and algorithms that generate a set of data to help the community access their method's reproducibility is desirable. We report a method for obtaining, processing and analyzing recorded images, using scripting language Python 3, from any camera that allows continuous visualization and recording of a chemical synthesis. The method can be used to assert synthesis reproducibility, to capture reaction events that might elude the naked eye and later be isolated in posterior reactions, to refine synthesis parameters such as temperature, microwave power and time and also to understand chemical reactions during synthesis. The method was exemplified with two microwave-assisted synthesis, zinc sulfide and silver sulfide, processed at our lab and applied to videos from other authors.
引用
收藏
页码:157 / 161
页数:5
相关论文
共 15 条
  • [1] Watching microwave-promoted chemistry: reaction monitoring using a digital camera interfaced with a scientific microwave apparatus
    Bowman, Matthew D.
    Leadbeater, Nicholas E.
    Barnard, T. Michael
    [J]. TETRAHEDRON LETTERS, 2008, 49 (01) : 195 - 198
  • [2] OSCILLATING IODINE CLOCK
    BRIGGS, TS
    RAUSCHER, WC
    [J]. JOURNAL OF CHEMICAL EDUCATION, 1973, 50 (07) : 496 - 496
  • [3] Networking chemical robots for reaction multitasking
    Caramelli, Dario
    Salley, Daniel
    Henson, Alon
    Camarasa, Gerardo Aragon
    Sharabi, Salah
    Keenan, Graham
    Cronin, Leroy
    [J]. NATURE COMMUNICATIONS, 2018, 9
  • [4] Industry Perspectives on Process Analytical Technology: Tools and Applications in API Development
    Chanda, Arani
    Daly, Adrian M.
    Foley, David A.
    LaPack, Mark A.
    Mukherjee, Samrat
    Orr, John D.
    Reid, George L., III
    Thompson, Duncan R.
    Ward, Howard W., II
    [J]. ORGANIC PROCESS RESEARCH & DEVELOPMENT, 2015, 19 (01) : 63 - 83
  • [5] Enabling Technologies for the Future of Chemical Synthesis
    Fitzpatrick, Daniel E.
    Battilocchio, Claudio
    Ley, Steven V.
    [J]. ACS CENTRAL SCIENCE, 2016, 2 (03) : 131 - 138
  • [6] A Novel Internet-Based Reaction Monitoring, Control and Autonomous Self-Optimization Platform for Chemical Synthesis
    Fitzpatrick, Daniel E.
    Battilocchio, Claudio
    Ley, Steven V.
    [J]. ORGANIC PROCESS RESEARCH & DEVELOPMENT, 2016, 20 (02) : 386 - 394
  • [7] Does Chemical Engineering Research Have a Reproducibility Problem?
    Han, Rebecca
    Walton, Krista S.
    Sholl, David S.
    [J]. ANNUAL REVIEW OF CHEMICAL AND BIOMOLECULAR ENGINEERING, VOL 10, 2019, 10 : 43 - 57
  • [8] Kluever C.A., 2015, DYNAMIC SYSTEMS MODE, V1st
  • [9] Camera-enabled techniques for organic synthesis
    Ley, Steven V.
    Ingham, Richard J.
    O'Brien, Matthew
    Browne, Duncan L.
    [J]. BEILSTEIN JOURNAL OF ORGANIC CHEMISTRY, 2013, 9 : 1051 - 1072
  • [10] Clock Reaction Revisited: Catalyzed Redox Substrate-Depletive Reactions
    Limpanuparb, Taweetham
    Ruchawapol, Chattarin
    Sathainthammanee, Dulyarat
    [J]. JOURNAL OF CHEMICAL EDUCATION, 2019, 96 (04) : 812 - 818