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Model-Based Solvent Selection for the Synthesis and Crystallisation of Pharmaceutical Compounds. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2022.118125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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2
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Mendis NP, Wang J, Lakerveld R. Simultaneous Solvent Selection and Process Design for Continuous Reaction–Extraction–Crystallization Systems. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c05012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Nethrue Pramuditha Mendis
- Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Jiayuan Wang
- School of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Richard Lakerveld
- Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
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3
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Antisolvent Precipitation for Metal Recovery from Citric Acid Solution in Recycling of NMC Cathode Materials. METALS 2022. [DOI: 10.3390/met12040607] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
Lithium-ion batteries (LIBs) are widely used everywhere today, and their recycling is very important. This paper addresses the recovery of metals from NMC111 (LiNi1/3Mn1/3Co1/3O2) cathodic materials by leaching followed by antisolvent precipitation. Ultrasound-assisted leaching of the cathodic material was performed in 1.5 mol L−1 citric acid at 50 °C and at a solid-to-liquid ratio of 20 g/L. Nickel(II), manganese(II) and cobalt(II) were precipitated from the leach liquor as citrates at 25 °C by adding an antisolvent (acetone or ethanol). No lithium(I) precipitation occurred under the experimental conditions, allowing for lithium separation. The precipitation efficiencies of manganese(II), cobalt(II) and nickel(II) decreased according to the order Mn > Co > Ni. The precipitation efficiency increased when a greater volume of antisolvent to the leachate was used. A smaller volume of acetone than ethanol was needed to reach the same precipitation efficiency in accordance with the difference in the dielectric constants of ethanol and acetone and their associated solubility constants. After adding two volumes of acetone into one volume of the leach liquor, 99.7% manganese, 97.0% cobalt and 86.9% nickel were recovered after 120 h, leaving lithium in the liquid phase. The metal citrates were converted into metal oxides by calcination at 900 °C.
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4
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Investigating the Trade-Off between Design and Operational Flexibility in Continuous Manufacturing of Pharmaceutical Tablets: A Case Study of the Fluid Bed Dryer. Processes (Basel) 2022. [DOI: 10.3390/pr10030454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Market globalisation, shortened patent lifetimes and the ongoing shift towards personalised medicines exert unprecedented pressure on the pharmaceutical industry. In the push for continuous pharmaceutical manufacturing, processes need to be shown to be agile and robust enough to handle variations with respect to product demands and operating conditions. In this paper we examine the use of operational envelopes to study the trade-off between the design and operational flexibility of the fluid bed dryer at the heart of a tablet manufacturing process. The operating flexibility of this unit is key to the flexibility of the full process and its supply chain. The methodology shows that for the fluid bed dryer case study there is significant effect on flexibility of the process at different drying times with the optimal obtained at 700s. The flexibility is not affected by the change in volumetric flowrate, but only by the change in temperature. Here the method used a black box model to show how it could be done without access to the full model equation set, as this often needs to be the case in commercial settings.
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5
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Kuznetsov A, Sahinidis NV. ExtractionScore: A Quantitative Framework for Evaluating Synthetic Routes on Predicted Liquid-Liquid Extraction Performance. J Chem Inf Model 2021; 61:2274-2282. [PMID: 33881866 DOI: 10.1021/acs.jcim.0c01426] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A multitude of metrics exist to assign scores to synthetic routes within computer-aided synthesis planning (CASP) tools. A quantitative scoring method is necessary to identify the most promising synthetic approaches to a molecule. However, current CASP tools are limited in their capacity to evaluate reaction selectivity and are unable to fully account for the effect of side products on the purification sequences associated with chemical syntheses. We develop a novel quantitative metric called ExtractionScore for evaluating synthetic routes based on the predicted identities of side products as well as the separability of major and side products by liquid-liquid extraction based on chemical property prediction. By comparing industrially practiced routes to a collection of 200 pharmaceutically relevant compounds with routes suggested by state-of-the-art CASP software, we show that ExtractionScore may improve retrosynthetic recommendations by incorporating information about the formation of side products.
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Affiliation(s)
- Anatoliy Kuznetsov
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta 30332, Georgia, United States
| | - Nikolaos V Sahinidis
- H. Milton School of Industrial & Systems Engineering, and School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta 30332, Georgia, United States
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6
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Diab S, Raiyat M, Gerogiorgis DI. Flow synthesis kinetics for lomustine, an anti-cancer active pharmaceutical ingredient. REACT CHEM ENG 2021. [DOI: 10.1039/d1re00184a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
An original reaction mechanism and kinetic parameter estimation has been achieved for lomustine, an anti-cancer active pharmaceutical ingredient (API).
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Affiliation(s)
- Samir Diab
- Institute for Materials and Processes (IMP), School of Engineering, University of Edinburgh, The King's Buildings, Edinburgh, EH9 3FB, Scotland, UK
| | - Mateen Raiyat
- Institute for Materials and Processes (IMP), School of Engineering, University of Edinburgh, The King's Buildings, Edinburgh, EH9 3FB, Scotland, UK
| | - Dimitrios I. Gerogiorgis
- Institute for Materials and Processes (IMP), School of Engineering, University of Edinburgh, The King's Buildings, Edinburgh, EH9 3FB, Scotland, UK
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7
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Diab S, Gerogiorgis DI. No More Than Three: Technoeconomic Mixed Integer Nonlinear Programming Optimization of Mixed Suspension, Mixed Product Removal Crystallizer Cascades for Melitracen, an Antidepressant API. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c03535] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Samir Diab
- Institute for Materials and Processes (IMP), School of Engineering, University of Edinburgh, The Kings Buildings, Edinburgh EH9 3FB, Scotland, U.K
| | - Dimitrios I. Gerogiorgis
- Institute for Materials and Processes (IMP), School of Engineering, University of Edinburgh, The Kings Buildings, Edinburgh EH9 3FB, Scotland, U.K
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8
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Hu C, Testa CJ, Wu W, Shvedova K, Shen DE, Sayin R, Halkude BS, Casati F, Hermant P, Ramnath A, Born SC, Takizawa B, O'Connor TF, Yang X, Ramanujam S, Mascia S. An automated modular assembly line for drugs in a miniaturized plant. Chem Commun (Camb) 2020; 56:1026-1029. [PMID: 31854390 DOI: 10.1039/c9cc06945c] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
We report here a fully automated, end-to-end, integrated continuous manufacturing process for a small-molecule generic medication with built-in quality assurance. The entire process fits into a box of 30.7 m2 modular footprint and a total residence time of less than 30 h, with a throughput up to 40.3 × 106 tablets per year.
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Affiliation(s)
- Chuntian Hu
- CONTINUUS Pharmaceuticals, 25R Olympia Ave, Woburn, MA 01801, USA.
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9
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Borchert D, A. Suarez-Zuluaga D, E. Thomassen Y, Herwig C. Risk assessment and integrated process modeling–an improved QbD approach for the development of the bioprocess control strategy. AIMS BIOENGINEERING 2020. [DOI: 10.3934/bioeng.2020022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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10
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Hu C, Shores BT, Derech RA, Testa CJ, Hermant P, Wu W, Shvedova K, Ramnath A, Al Ismaili LQ, Su Q, Sayin R, Born SC, Takizawa B, O'Connor TF, Yang X, Ramanujam S, Mascia S. Continuous reactive crystallization of an API in PFR-CSTR cascade with in-line PATs. REACT CHEM ENG 2020. [DOI: 10.1039/d0re00216j] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The influence of PFR on crystal size distribution, reaction and crystallization yields, and supersaturation level was investigated.
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Affiliation(s)
| | | | | | | | | | - Wei Wu
- CONTINUUS Pharmaceuticals
- Woburn
- USA
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11
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Escribà-Gelonch M, de Leon Izeppi GA, Kirschneck D, Hessel V. Multistep Solvent-Free 3 m 2 Footprint Pilot Miniplant for the Synthesis of Annual Half-Ton Rufinamide Precursor. ACS SUSTAINABLE CHEMISTRY & ENGINEERING 2019; 7:17237-17251. [PMID: 31656707 PMCID: PMC6812013 DOI: 10.1021/acssuschemeng.9b03931] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 09/15/2019] [Indexed: 05/09/2023]
Abstract
The development of a pilot-scale synthesis of the rufinamide precursor in flow chemistry is reported. Complex steps such as Taylor-flow, segmented flow, and high-temperature processing at high pressure (high-p,T) are successfully combined, overcoming the mixing and heat transfer issues of the scale-up. The cascaded multistep process operates essentially solvent-free in just 3 m2 giving a productivity of 47 g/h (>400 kg/year), which increases by a factor of 7 the lab-scale productivity previously reported as a scale-up proof-of-concept. This publication also includes an economic study of the feasible implementation of this technology for a possible manufacturer, as well as an outline on business development strategies of how to implement such a disruptive technology.
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Affiliation(s)
- Marc Escribà-Gelonch
- Micro
Flow Chemistry and Process Technology, Department of Chemical Engineering
and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands
- CNRS, Laboratoire de Génie des Procédés
Catalytiques (UMR 5285), CPE Lyon, 43 Boulevard du 11 Novembre 1918, F-69100 Villeurbanne, France
- Tel.: +33 (0)4 72 43 17
61. E-mail:
| | | | - Dirk Kirschneck
- MicroInnova
Engineering GmbH, Europapark
1, Allerheiligen bei Wildon, 8412 Austria
| | - Volker Hessel
- Micro
Flow Chemistry and Process Technology, Department of Chemical Engineering
and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands
- School
of Chemical Engineering and Advanced Materials, The University of Adelaide, North Terrace Campus, Adelaide, Australia 5005
- Tel. +61 (08) 831 39245.
E-mail: . Website: http://hessel-group.com.au/
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12
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Shirahata H, Diab S, Sugiyama H, Gerogiorgis DI. Dynamic modelling, simulation and economic evaluation of two CHO cell-based production modes towards developing biopharmaceutical manufacturing processes. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2019.07.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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13
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Diab S, Gerogiorgis DI. Technoeconomic Mixed Integer Nonlinear Programming (MINLP) optimization for design of Liquid‐Liquid Extraction (LLE) cascades in continuous pharmaceutical manufacturing of atropine. AIChE J 2019. [DOI: 10.1002/aic.16738] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
- Samir Diab
- Institute for Materials and Processes (IMP), School of Engineering University of Edinburgh Edinburgh Scotland UK
| | - Dimitrios I. Gerogiorgis
- Institute for Materials and Processes (IMP), School of Engineering University of Edinburgh Edinburgh Scotland UK
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14
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Sthalam VK, Singh AK, Pabbaraja S. An Integrated Continuous Flow Micro-Total Ultrafast Process System (μ-TUFPS) for the Synthesis of Celecoxib and Other Cyclooxygenase Inhibitors. Org Process Res Dev 2019. [DOI: 10.1021/acs.oprd.9b00212] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Vinay Kumar Sthalam
- Department of Organic Synthesis and Process Chemistry, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, India
- Academy of Scientific and Innovative Research (AcSIR), CSIR-Human Resource Development Centre (CSIR-HRDC) Campus, Ghaziabad 201002, Uttar Pradesh, India
| | - Ajay K. Singh
- Department of Organic Synthesis and Process Chemistry, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, India
| | - Srihari Pabbaraja
- Department of Organic Synthesis and Process Chemistry, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, India
- Academy of Scientific and Innovative Research (AcSIR), CSIR-Human Resource Development Centre (CSIR-HRDC) Campus, Ghaziabad 201002, Uttar Pradesh, India
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15
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Su Q, Ganesh S, Moreno M, Bommireddy Y, Gonzalez M, Reklaitis GV, Nagy ZK. A perspective on Quality-by-Control (QbC) in pharmaceutical continuous manufacturing. Comput Chem Eng 2019; 125:216-231. [PMID: 36845965 PMCID: PMC9948678 DOI: 10.1016/j.compchemeng.2019.03.001] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The Quality-by-Design (QbD) guidance issued by the US Food and Drug Administration (FDA) has catalyzed the modernization of pharmaceutical manufacturing practices including the adoption of continuous manufacturing. Active process control was highlighted recently as a means to improve the QbD implementation. This advance has since been evolving into the concept of Quality-by-Control (QbC). In this study, the concept of QbC is discussed, including a definition of QbC, a review of the recent developments towards the QbC, and a perspective on the challenges of QbC implementation in continuous manufacturing. The QbC concept is demonstrated using a rotary tablet press, integrated into a pilot scale continuous direct compaction process. The results conclusively showed that active process control, based on product and process knowledge and advanced model-based techniques, including data reconciliation, model predictive control (MPC), and risk analysis, is indispensable to comprehensive QbC implementation, and ensures robustness and efficiency.
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Affiliation(s)
- Qinglin Su
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Sudarshan Ganesh
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Mariana Moreno
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Yasasvi Bommireddy
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Marcial Gonzalez
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA.,Ray W. Herrick Laboratories, Purdue University, West Lafayette, IN 47907, USA
| | - Gintaras V Reklaitis
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA
| | - Zoltan K Nagy
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA
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16
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17
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Dynamic Modelling and Optimisation of the Batch Enzymatic Synthesis of Amoxicillin. Processes (Basel) 2019. [DOI: 10.3390/pr7060318] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Amoxicillin belongs to the β-lactam family of antibiotics, a class of highly consumed pharmaceutical products used for the treatment of respiratory and urinary tract infections, and is listed as a World Health Organisation (WHO) “Essential Medicine”. The demonstrated batch enzymatic synthesis of amoxicillin is composed of a desired synthesis and two undesired hydrolysis reactions of the main substrate (6-aminopenicillanic acid (6-APA)) and amoxicillin. Dynamic simulation and optimisation can be used to establish optimal control policies to attain target product specification objectives for bioprocesses. This work performed dynamic modelling, simulation and optimisation of the batch enzymatic synthesis of amoxicillin. First, kinetic parameter regression at different operating temperatures was performed, followed by Arrhenius parameter estimation to allow for non-isothermal modelling of the reaction network. Dynamic simulations were implemented to understand the behaviour of the design space, followed by the formulation and solution of a dynamic non-isothermal optimisation problem subject to various product specification constraints. Optimal reactor temperature (control) and species concentration (state) trajectories are presented for batch enzymatic amoxicillin synthesis.
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18
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Diab S, Mytis N, Boudouvis AG, Gerogiorgis DI. Process modelling, design and technoeconomic Liquid–Liquid Extraction (LLE) optimisation for comparative evaluation of batch vs. continuous pharmaceutical manufacturing of atropine. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2018.12.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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19
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Alternative generation and multiobjective evaluation using a design framework: Case study on sterile filling processes of biopharmaceuticals. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2018.12.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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20
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Diab S, McQuade DT, Gupton BF, Gerogiorgis DI. Process Design and Optimization for the Continuous Manufacturing of Nevirapine, an Active Pharmaceutical Ingredient for HIV Treatment. Org Process Res Dev 2019. [DOI: 10.1021/acs.oprd.8b00381] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Samir Diab
- Institute for Materials and Processes (IMP), School of Engineering, University of Edinburgh, The Kings Buildings, Edinburgh EH9 3FB, Scotland, U.K
| | - D. Tyler McQuade
- Department of Chemical and Life Sciences Engineering, School of Engineering, Virginia Commonwealth University, Richmond, Virginia 23284-3028, United States
| | - B. Frank Gupton
- Department of Chemical and Life Sciences Engineering, School of Engineering, Virginia Commonwealth University, Richmond, Virginia 23284-3028, United States
| | - Dimitrios I. Gerogiorgis
- Institute for Materials and Processes (IMP), School of Engineering, University of Edinburgh, The Kings Buildings, Edinburgh EH9 3FB, Scotland, U.K
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21
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Mahajan B, Mujawar T, Ghosh S, Pabbaraja S, Singh AK. Micro-electro-flow reactor (μ-EFR) system for ultra-fast arene synthesis and manufacture of daclatasvir. Chem Commun (Camb) 2019; 55:11852-11855. [DOI: 10.1039/c9cc06127d] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Electro-micro flow reactor containing Pt@Ni@Cu anode materials for reductant free biaryl synthesis, further extended to daclatasvir synthesis.
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Affiliation(s)
- Bhushan Mahajan
- Division of Organic Synthesis and Process Chemistry
- CSIR-Indian Institute of Chemical Technology
- Hyderabad-500007
- India
- Academy of Scientific and Innovative Research (AcSIR)
| | - Taufiqueahmed Mujawar
- Division of Organic Synthesis and Process Chemistry
- CSIR-Indian Institute of Chemical Technology
- Hyderabad-500007
- India
| | - Subhash Ghosh
- Division of Organic Synthesis and Process Chemistry
- CSIR-Indian Institute of Chemical Technology
- Hyderabad-500007
- India
| | - Srihari Pabbaraja
- Division of Organic Synthesis and Process Chemistry
- CSIR-Indian Institute of Chemical Technology
- Hyderabad-500007
- India
- Academy of Scientific and Innovative Research (AcSIR)
| | - Ajay K. Singh
- Division of Organic Synthesis and Process Chemistry
- CSIR-Indian Institute of Chemical Technology
- Hyderabad-500007
- India
- Academy of Scientific and Innovative Research (AcSIR)
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22
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Kord M, Nematollahzadeh A, Mirzayi B. Second-order isothermal reaction in a semi-batch reactor: modeling, exact analytical solution, and experimental verification. REACT CHEM ENG 2019. [DOI: 10.1039/c9re00174c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Mathematical model of a semi-batch reactor (SBR) can be employed for tuning the concentration or flow rate of the external-feed of reactants, to control the reaction conditions and product properties.
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Affiliation(s)
- Mana Kord
- Department of Chemical Engineering
- University of Mohaghegh Ardabili
- Ardabil
- Iran
| | - Ali Nematollahzadeh
- Department of Chemical Engineering
- University of Mohaghegh Ardabili
- Ardabil
- Iran
| | - Behruz Mirzayi
- Department of Chemical Engineering
- University of Mohaghegh Ardabili
- Ardabil
- Iran
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