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Saiz E, Banicevic I, Espinoza Torres S, Bertata S, Picasso G, O'Brien M, Radu A. Portable, low-cost, Raspberry Pi-based optical sensor (PiSENS): continuous monitoring of atmospheric nitrogen dioxide. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2023; 15:482-491. [PMID: 36606573 DOI: 10.1039/d2ay01433e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
We have developed a sensing system that utilizes a low-cost computer (Raspberry Pi) and its imaging camera as an optical sensing core for the continuous detection of NO2 in the air (PiSENS-A). The sensor is based on colour development as a consequence of the interaction of the gas with an absorbing solution. The PiSENS-A is thoroughly calibrated over the hourly mean which is used as one of the key metrics in evaluating air quality. The calibration was performed in the range of 0 < [NO2] < 476 μg m-3 chosen to contain the threshold used to determine compliance to the UK's Air Quality Standard Regulations (2010) expressed as a maximum of 18 permitted exceedances of [NO2]hourly mean = 200 μg per m3 per year. Lab-based measurements were evaluated against UV-vis. The average precision expressed as a relative standard deviation was: RSD% = 2.8%, while the correlation of mock samples was excellent (Pearson's r = 1.000). Field-based measurements were evaluated against chemiluminescence-based instrument exhibiting a correlation coefficient of R2 = 0.993. The PiSENS-A was also deployed as an independent air quality analyser at the Keele University campus.
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Affiliation(s)
- Ernesto Saiz
- Lennard-Jones Laboratories, Birchall Centre, Keele University, Keele, Staffordshire, ST5 5BG, UK.
| | - Ivana Banicevic
- Faculty of Technical Sciences, University of Montenegro, Montenegro
| | - Sergio Espinoza Torres
- Laboratory of Physical Chemistry Research, Faculty of Sciences, National University of Engineering, Av. Tupac Amaru 210, Lima 25, Peru
| | - Salma Bertata
- Lennard-Jones Laboratories, Birchall Centre, Keele University, Keele, Staffordshire, ST5 5BG, UK.
| | - Gino Picasso
- Laboratory of Physical Chemistry Research, Faculty of Sciences, National University of Engineering, Av. Tupac Amaru 210, Lima 25, Peru
| | - Matthew O'Brien
- Lennard-Jones Laboratories, Birchall Centre, Keele University, Keele, Staffordshire, ST5 5BG, UK.
| | - Aleksandar Radu
- School of Chemistry, Joseph Banks Laboratories, University of Lincoln, Green Lane, Lincoln, LN6 7DL, UK.
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O'Brien M, Moraru R. An Automated Computer-Vision "Bubble-Counting" Technique to Characterise CO 2 Dissolution into an Acetonitrile Flow Stream in a Teflon AF-2400 Tube-in-Tube Flow Device. Chempluschem 2023; 88:e202200167. [PMID: 35997644 DOI: 10.1002/cplu.202200167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/30/2022] [Indexed: 01/28/2023]
Abstract
A Teflon AF-2400 based tube-in-tube device was used to generate flow streams of CO2 in acetonitrile and a computer-vision based 'bubble counting' technique was used to estimate the amount of CO2 that had passed into solution whilst in the tube-in-tube device by quantifying the amount of CO2 that left solution (forming separate gas-phase segments) downstream of the back-pressure regulator. For both CO2 pressures used, there appeared to be a minimum residence time below which no CO2 was observed to leave solution. This was assumed to be due to residual CO2 below (or close to) the saturation concentration at atmospheric pressure and, by taking this into account, we were able to fit curves corresponding to simple gradient-driven diffusion and which closely matched previously obtained colorimetric titration data for the same system. The estimated value for the residual concentration of CO2 (0.37 M) is higher than, but in reasonable general correspondence with, saturation concentrations previously reported for CO2 in acetonitrile (0.27 M).
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Affiliation(s)
- Matthew O'Brien
- The Lennard-Jones Laboratories, Keele University, Keele, Borough of Newcastle-under-Lyme, ST5 5BG, Staffordshire, UK
| | - Ruxandra Moraru
- The Lennard-Jones Laboratories, Keele University, Keele, Borough of Newcastle-under-Lyme, ST5 5BG, Staffordshire, UK
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Phung Hai T, Samoylov AA, Rajput BS, Burkart MD. Laboratory Ozonolysis Using an Integrated Batch-DIY Flow System for Renewable Material Production. ACS OMEGA 2022; 7:15350-15358. [PMID: 35571824 PMCID: PMC9096922 DOI: 10.1021/acsomega.1c06823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 04/07/2022] [Indexed: 06/15/2023]
Abstract
Flow chemistry offers a solution for replacing batch methods in chemical preparation where intermediates or products may pose toxicity or instability hazards. Ozonolysis offers an ideal opportunity for flow chemistry solutions, but multiple barriers to entry exist for use of these methods, including equipment cost and performance optimization. To address these challenges, we developed a programmable DIY syringe pump system to use for a continuous flow multireactor process using 3D-printed parts, off-the-shelf stepper motors, and an Arduino microcontroller. Reaction kinetics of ozonide formation informed the use of an integrated batch-flow approach, where ozone addition to an olefin was timed to coincide with fluid movement of a single-syringe pump, followed by downstream Pinnick oxidation and reductive quench in flow. The system was demonstrated by continuous preparation of azelaic acid from ozonolysis of palmitoleic acid, a process limited to low production volumes via batch chemistry. High total production of azelaic acid with 80% yield was obtained from an algae oil sourced unsaturated fatty acid: a product with important applications in medicine, cosmetics, and polymers. This low-cost, scalable approach offers the potential for rapid prototyping and distributed chemical production.
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Murray G, Bednarski S, Hall M, Foster SW, Jin S, Davis JJ, Xue W, Constans E, Grinias JP. Comparison of Design Approaches for Low-Cost Sampling Mechanisms in Open-Source Chemical Instrumentation. HARDWAREX 2021; 10:e00220. [PMID: 34553104 PMCID: PMC8452234 DOI: 10.1016/j.ohx.2021.e00220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 08/03/2021] [Accepted: 08/04/2021] [Indexed: 06/13/2023]
Abstract
Robotic positioning systems are used in a variety of chemical instruments, primarily for liquid handling purposes, such as autosamplers from vials or well plates. Here, two approaches to the design of open-source autosampler positioning systems for use with 96-well plates are described and compared. The first system, a 3-axis design similar to many low-cost 3D printers that are available on the market, is constructed using an aluminum design and stepper motors. The other system relies upon a series of 3D printed parts to achieve movement with a series of linker arms based on Selective Compliance Assembly Robot Arm (SCARA) design principles. Full printer design files, assembly instructions, software, and user directions are included for both samplers. The positioning precision of the 3-axis system is better than the SCARA mechanism due to finer motor control, albeit with a slightly higher cost of materials. Based on the improved precision of this approach, the 3-axis autosampler system was used to demonstrate the generation of a segmented flow droplet stream from adjacent wells within a 96-well plate.
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Affiliation(s)
- Greggory Murray
- Department of Mechanical Engineering, Rowan University, Glassboro, NJ, United States
| | - Samuel Bednarski
- Department of Mechanical Engineering, Rose-Hulman Institute of Technology, Terre Haute, IN, United States
| | - Michael Hall
- Department of Mechanical Engineering, Rose-Hulman Institute of Technology, Terre Haute, IN, United States
| | - Samuel W. Foster
- Department of Chemistry & Biochemistry, Rowan University, Glassboro, NJ, United States
| | - SiJun Jin
- Department of Mechanical Engineering, Rose-Hulman Institute of Technology, Terre Haute, IN, United States
| | - Joshua J. Davis
- Department of Chemistry & Biochemistry, Rowan University, Glassboro, NJ, United States
| | - Wei Xue
- Department of Mechanical Engineering, Rowan University, Glassboro, NJ, United States
| | - Eric Constans
- Department of Mechanical Engineering, Rose-Hulman Institute of Technology, Terre Haute, IN, United States
| | - James P. Grinias
- Department of Chemistry & Biochemistry, Rowan University, Glassboro, NJ, United States
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5
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Neyt NC, Riley DL. Application of reactor engineering concepts in continuous flow chemistry: a review. REACT CHEM ENG 2021. [DOI: 10.1039/d1re00004g] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The adoption of flow technology for the manufacture of chemical entities, and in particular pharmaceuticals, has seen rapid growth over the past two decades with the technology now blurring the lines between chemistry and chemical engineering.
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Affiliation(s)
- Nicole C. Neyt
- Faculty of Natural and Agricultural Sciences
- Department of Chemistry
- University of Pretoria
- South Africa
| | - Darren L. Riley
- Faculty of Natural and Agricultural Sciences
- Department of Chemistry
- University of Pretoria
- South Africa
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Thakkar A, Johansson S, Jorner K, Buttar D, Reymond JL, Engkvist O. Artificial intelligence and automation in computer aided synthesis planning. REACT CHEM ENG 2021. [DOI: 10.1039/d0re00340a] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
In this perspective we deal with questions pertaining to the development of synthesis planning technologies over the course of recent years.
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Affiliation(s)
- Amol Thakkar
- Hit Discovery
- Discovery Sciences
- R&D
- AstraZeneca
- Gothenburg
| | | | - Kjell Jorner
- Early Chemical Development
- Pharmaceutical Sciences
- R&D
- AstraZeneca
- Macclesfield
| | - David Buttar
- Early Chemical Development
- Pharmaceutical Sciences
- R&D
- AstraZeneca
- Macclesfield
| | - Jean-Louis Reymond
- Department of Chemistry and Biochemistry
- University of Bern
- 3012 Bern
- Switzerland
| | - Ola Engkvist
- Hit Discovery
- Discovery Sciences
- R&D
- AstraZeneca
- Gothenburg
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Abstract
With the rapid development of high technology, chemical science is not as it used to be a century ago. Many chemists acquire and utilize skills that are well beyond the traditional definition of chemistry. The digital age has transformed chemistry laboratories. One aspect of this transformation is the progressing implementation of electronics and computer science in chemistry research. In the past decade, numerous chemistry-oriented studies have benefited from the implementation of electronic modules, including microcontroller boards (MCBs), single-board computers (SBCs), professional grade control and data acquisition systems, as well as field-programmable gate arrays (FPGAs). In particular, MCBs and SBCs provide good value for money. The application areas for electronic modules in chemistry research include construction of simple detection systems based on spectrophotometry and spectrofluorometry principles, customizing laboratory devices for automation of common laboratory practices, control of reaction systems (batch- and flow-based), extraction systems, chromatographic and electrophoretic systems, microfluidic systems (classical and nonclassical), custom-built polymerase chain reaction devices, gas-phase analyte detection systems, chemical robots and drones, construction of FPGA-based imaging systems, and the Internet-of-Chemical-Things. The technology is easy to handle, and many chemists have managed to train themselves in its implementation. The only major obstacle in its implementation is probably one's imagination.
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Affiliation(s)
- Gurpur Rakesh D Prabhu
- Department of Chemistry, National Tsing Hua University, 101, Section 2, Kuang-Fu Road, Hsinchu, 30013, Taiwan.,Department of Applied Chemistry, National Chiao Tung University, 1001 University Road, Hsinchu, 300, Taiwan
| | - Pawel L Urban
- Department of Chemistry, National Tsing Hua University, 101, Section 2, Kuang-Fu Road, Hsinchu, 30013, Taiwan.,Frontier Research Center on Fundamental and Applied Sciences of Matters, National Tsing Hua University, 101, Section 2, Kuang-Fu Road, Hsinchu, 30013, Taiwan
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Nieves-Remacha MJ, Torres M, Ruiz-Abad M, Rincón JA, Cumming GR, Garcia-Losada P. Scale-up of N-alkylation reaction using phase-transfer catalysis with integrated separation in flow. REACT CHEM ENG 2019. [DOI: 10.1039/c8re00203g] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Scaling-up phase-transfer catalysis in flow.
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Affiliation(s)
| | - Myriam Torres
- Centro de Investigación Lilly S.A
- Avda. de la Industria
- 30, 28108 Alcobendas
- Spain
| | - María Ruiz-Abad
- Centro de Investigación Lilly S.A
- Avda. de la Industria
- 30, 28108 Alcobendas
- Spain
| | - Juan A. Rincón
- Centro de Investigación Lilly S.A
- Avda. de la Industria
- 30, 28108 Alcobendas
- Spain
| | - Graham R. Cumming
- Centro de Investigación Lilly S.A
- Avda. de la Industria
- 30, 28108 Alcobendas
- Spain
| | - Pablo Garcia-Losada
- Centro de Investigación Lilly S.A
- Avda. de la Industria
- 30, 28108 Alcobendas
- Spain
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Mateos C, Nieves-Remacha MJ, Rincón JA. Automated platforms for reaction self-optimization in flow. REACT CHEM ENG 2019. [DOI: 10.1039/c9re00116f] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
This article highlights recent progress in continuous flow self-optimizing platforms.
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Affiliation(s)
- Carlos Mateos
- Centro de Investigación Lilly S.A
- Alcobendas-Madrid 28108
- Spain
| | | | - Juan A. Rincón
- Centro de Investigación Lilly S.A
- Alcobendas-Madrid 28108
- Spain
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