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Casas-Orozco D, Laky D, Wang V, Abdi M, Feng X, Wood E, Reklaitis GV, Nagy ZK. Techno-economic analysis of dynamic, end-to-end optimal pharmaceutical campaign manufacturing using PharmaPy. AIChE J 2023; 69:e18142. [PMID: 38179085 PMCID: PMC10765457 DOI: 10.1002/aic.18142] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 04/16/2023] [Indexed: 01/06/2024]
Abstract
Increased interest in the pharmaceutical industry to transition from batch to continuouos manufacturing motivates the use of digital frameworks that allow systematic comparison of candidate process configurations. This paper evaluates the technical and economic feasibility of different end-to-end optimal process configurations, viz. batch, hybrid and continuous, for small-scale manufacturing of an active pharmaceutical ingredient. Production campaigns were analyzed for those configurations containing continuous equipment, where significant start-up effects are expected given the relatively short campaign times considered. Hybrid operating mode was found to be the most attractive process configuration at intermediate and large annual production targets, which stems from combining continuous reactors and semi-batch vaporization equipment. Continuous operation was found to be more costly, due to long stabilization times of continuous crystallization, and thermodynamic limitations of flash vaporization. Our work reveals the benefits of systematic digital evaluation of process configurations that operate under feasible conditions and compliant product quality attributes.
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Affiliation(s)
- Daniel Casas-Orozco
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47906, USA
| | - Daniel Laky
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47906, USA
| | - Vivian Wang
- Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, Food & Drug Administration, Silver Spring, MD, USA
| | - Mesfin Abdi
- Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, Food & Drug Administration, Silver Spring, MD, USA
| | - X Feng
- Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, Food & Drug Administration, Silver Spring, MD, USA
| | - E Wood
- Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, Food & Drug Administration, Silver Spring, MD, USA
| | - Gintaras V Reklaitis
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47906, USA
| | - Zoltan K Nagy
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47906, USA
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2
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Diab S, Christodoulou C, Taylor G, Rushworth P. Mathematical Modeling and Optimization to Inform Impurity Control in an Industrial Active Pharmaceutical Ingredient Manufacturing Process. Org Process Res Dev 2022. [DOI: 10.1021/acs.oprd.2c00208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Samir Diab
- GlaxoSmithKline (GSK), Park Road, Ware SG12 0DP, United Kingdom
| | | | - George Taylor
- GlaxoSmithKline (GSK), Gunnels Wood Road, Stevenage SG1 2NY, United Kingdom
| | - Philip Rushworth
- GlaxoSmithKline (GSK), Gunnels Wood Road, Stevenage SG1 2NY, United Kingdom
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3
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Pan DT, Zhang XB, Luo ZH. Continuous Crystallization of Levamisole Hydrochloride in a Segmented Flow Crystallizer. Chem Eng Res Des 2022. [DOI: 10.1016/j.cherd.2022.09.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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4
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Pan DT, Yan WC, Luo ZH. Solid-liquid equilibrium of 3,3-dilauryl thiodipropionate/lauryl alcohol in melt crystallization and model based process design. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2021.117209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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5
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Application of a System Model for Continuous Manufacturing of an Active Pharmaceutical Ingredient in an Industrial Environment. J Pharm Innov 2022. [DOI: 10.1007/s12247-021-09609-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
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6
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Modeling and analysis of MSMPR cascades involving nucleation, growth and agglomeration mechanisms with slurry recycling. Chem Eng Res Des 2021. [DOI: 10.1016/j.cherd.2021.07.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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Savvopoulos SV, Voutetakis SS, Kuhn S, Ipsakis D. Theoretical Feedback Control Scheme for the Ultrasound-Assisted Continuous Antisolvent Crystallization of Aspirin in a Tubular Crystallizer. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c00227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Symeon V. Savvopoulos
- Department of Chemical Engineering, KU Leuven, Celestijnenlaan 200F, 3001 Leuven, Belgium
| | - Spyros S. Voutetakis
- Chemical Process and Energy Resources Institute, Centre for Research and Technology, Hellas, 57001 Thermi, Thessaloniki, Greece
| | - Simon Kuhn
- Department of Chemical Engineering, KU Leuven, Celestijnenlaan 200F, 3001 Leuven, Belgium
| | - Dimitris Ipsakis
- Industrial, Energy and Environmental Systems Laboratory, School of Production Engineering and Management, Technical University of Crete, 73100 Chania, Greece
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