51
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52
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Potential of DEM for investigation of non-consolidated flow of cohesive and elongated biomass particles. ADV POWDER TECHNOL 2020. [DOI: 10.1016/j.apt.2020.01.023] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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53
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Li L, Kemp I, Palmer M. A DEM-based mechanistic model for scale-up of industrial tablet coating processes. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.01.087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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54
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Two types of particle dynamics in the passive layer of a granular bed composed of irregular particles. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.11.081] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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55
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56
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Wei G, Zhang H, An X, Jiang S. Influence of particle shape on microstructure and heat transfer characteristics in blast furnace raceway with CFD-DEM approach. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.08.021] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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57
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Wu M, Peters B, Rosemann T, Kruggel-Emden H. A forcing fictitious domain method to simulate fluid-particle interaction of particles with super-quadric shape. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.09.088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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58
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Jiang Z, Du J, Rieck C, Bück A, Tsotsas E. PTV experiments and DEM simulations of the coefficient of restitution for irregular particles impacting on horizontal substrates. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.10.072] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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59
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The effect of particle shape on porosity of swelling granular materials: Discrete element method and the multi-sphere approximation. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.09.036] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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60
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Lattanzi AM, Stickel JJ. Hopper flows of mixtures of spherical and rod‐like particles via the multisphere method. AIChE J 2019. [DOI: 10.1002/aic.16882] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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61
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Peng D, Hanley KJ. Contact detection between convex polyhedra and superquadrics in discrete element codes. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2019.07.082] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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62
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Yeom SB, Ha ES, Kim MS, Jeong SH, Hwang SJ, Choi DH. Application of the Discrete Element Method for Manufacturing Process Simulation in the Pharmaceutical Industry. Pharmaceutics 2019; 11:E414. [PMID: 31443327 PMCID: PMC6723742 DOI: 10.3390/pharmaceutics11080414] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 08/10/2019] [Accepted: 08/12/2019] [Indexed: 12/15/2022] Open
Abstract
Process simulation using mathematical modeling tools is becoming more common in the pharmaceutical industry. A mechanistic model is a mathematical modeling tool that can enhance process understanding, reduce experimentation cost and improve product quality. A commonly used mechanistic modeling approach for powder is the discrete element method (DEM). Most pharmaceutical materials have powder or granular material. Therefore, DEM might be widely applied in the pharmaceutical industry. This review focused on the basic elements of DEM and its implementations in pharmaceutical manufacturing simulation. Contact models and input parameters are essential elements in DEM simulation. Contact models computed contact forces acting on the particle-particle and particle-geometry interactions. Input parameters were divided into two types-material properties and interaction parameters. Various calibration methods were presented to define the interaction parameters of pharmaceutical materials. Several applications of DEM simulation in pharmaceutical manufacturing processes, such as milling, blending, granulation and coating, were categorized and summarized. Based on this review, DEM simulation might provide a systematic process understanding and process control to ensure the quality of a drug product.
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Affiliation(s)
- Su Bin Yeom
- Department of Pharmaceutical Engineering, Inje University, Gyeongnam 621-749, Korea
| | - Eun-Sol Ha
- College of Pharmacy, Pusan National University, Busandaehak-ro 63 beon-gil, Geumjeong-gu, Busan 46241, Korea
| | - Min-Soo Kim
- College of Pharmacy, Pusan National University, Busandaehak-ro 63 beon-gil, Geumjeong-gu, Busan 46241, Korea.
| | | | - Sung-Joo Hwang
- College of Pharmacy, Yonsei University, 85 Songdogwahak-ro, Yeonsu-gu, Incheon 21983, Korea
| | - Du Hyung Choi
- Department of Pharmaceutical Engineering, Inje University, Gyeongnam 621-749, Korea.
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63
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Zhou K, Hou J, Sun Q, Guo L, Du Q, Liu Y. Study on the flow resistance of the dispersion system of deformable preformed particle gel in porous media using LBM-DEM-IMB method. J DISPER SCI TECHNOL 2019. [DOI: 10.1080/01932691.2019.1645028] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Kang Zhou
- Key Laboratory of Unconventional Oil & Gas Development, China University of Petroleum (East China), Ministry of Education, Qingdao, P. R. China
- School of Petroleum Engineering, China University of Petroleum (East China), Qingdao, P. R. China
| | - Jian Hou
- Key Laboratory of Unconventional Oil & Gas Development, China University of Petroleum (East China), Ministry of Education, Qingdao, P. R. China
- School of Petroleum Engineering, China University of Petroleum (East China), Qingdao, P. R. China
| | - Qicheng Sun
- State Key Laboratory of Hydroscience & Engineering, Tsinghua University, Beijing, China
| | - Lanlei Guo
- Exploration and Development Research Institute, Shengli Oilfield Co. Ltd., Sinopec, Dongying, China
| | - Qingjun Du
- Key Laboratory of Unconventional Oil & Gas Development, China University of Petroleum (East China), Ministry of Education, Qingdao, P. R. China
- School of Petroleum Engineering, China University of Petroleum (East China), Qingdao, P. R. China
| | - Yueliang Liu
- Key Laboratory of Unconventional Oil & Gas Development, China University of Petroleum (East China), Ministry of Education, Qingdao, P. R. China
- School of Petroleum Engineering, China University of Petroleum (East China), Qingdao, P. R. China
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64
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Kureck H, Govender N, Siegmann E, Boehling P, Radeke C, Khinast JG. Industrial scale simulations of tablet coating using GPU based DEM: A validation study. Chem Eng Sci 2019. [DOI: 10.1016/j.ces.2019.03.029] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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65
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Zhao LL, Li YW, Yang XD, Jiao Y, Hou QF. DEM study of size segregation of wet particles under vertical vibration. ADV POWDER TECHNOL 2019. [DOI: 10.1016/j.apt.2019.04.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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66
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Pachón-Morales J, Do H, Colin J, Puel F, Perré P, Schott D. DEM modelling for flow of cohesive lignocellulosic biomass powders: Model calibration using bulk tests. ADV POWDER TECHNOL 2019. [DOI: 10.1016/j.apt.2019.01.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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67
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Xia Y, Lai Z, Westover T, Klinger J, Huang H, Chen Q. Discrete element modeling of deformable pinewood chips in cyclic loading test. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2018.12.072] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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68
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CFD-DEM study on heat transfer characteristics and microstructure of the blast furnace raceway with ellipsoidal particles. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2019.02.022] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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69
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Pieper C, Pfaff F, Maier G, Kruggel-Emden H, Wirtz S, Noack B, Gruna R, Scherer V, Hanebeck U, Längle T, Beyerer J. Numerical modelling of an optical belt sorter using a DEM–CFD approach coupled with particle tracking and comparison with experiments. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2018.09.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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70
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Mahajan VV, Nijssen TM, Kuipers J, Padding JT. Non-spherical particles in a pseudo-2D fluidised bed: Modelling study. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.08.041] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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71
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Xu T, Yu J, Yu Y, Wang Y. A modelling and verification approach for soybean seed particles using the discrete element method. ADV POWDER TECHNOL 2018. [DOI: 10.1016/j.apt.2018.09.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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72
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Wang S, Fan Y, Ji S. Interaction between super-quadric particles and triangular elements andits application to hopper discharge. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2018.08.026] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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73
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Hopper flow of irregularly shaped particles (non-convex polyhedra): GPU-based DEM simulation and experimental validation. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.05.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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74
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Yu F, Zhang S, Zhou G, Zhang Y, Ge W. Geometrically exact discrete-element-method (DEM) simulation on the flow and mixing of sphero-cylinders in horizontal drums. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2018.05.040] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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75
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Lin SS, Chung YC, Lin CK, Chen YC. DEM simulation and experimental validation for mechanical response of ellipsoidal particles under confined compression. ADV POWDER TECHNOL 2018. [DOI: 10.1016/j.apt.2018.02.023] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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76
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You Y, Zhao Y. Discrete element modelling of ellipsoidal particles using super-ellipsoids and multi-spheres: A comparative study. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2018.03.017] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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77
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Soltanbeigi B, Podlozhnyuk A, Papanicolopulos SA, Kloss C, Pirker S, Ooi JY. DEM study of mechanical characteristics of multi-spherical and superquadric particles at micro and macro scales. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2018.01.082] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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78
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79
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80
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Kumar R, Sarkar A, Ketterhagen W, Hancock B, Curtis J, Wassgren C. Influence of normal contact force model on simulations of spherocylindrical particles. AIChE J 2018. [DOI: 10.1002/aic.16082] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Rohit Kumar
- School of Mechanical Engineering; Purdue University; West Lafayette IN 47907-2088
| | - Avik Sarkar
- Worldwide Research and Development; Pfizer Inc.; Groton CT 06340
| | | | - Bruno Hancock
- Worldwide Research and Development; Pfizer Inc.; Groton CT 06340
| | - Jennifer Curtis
- College of Engineering; University of California at Davis; Davis CA 95616-5294
| | - Carl Wassgren
- School of Mechanical Engineering; Purdue University; West Lafayette IN 47907-2088
- Dept. of Industrial and Physical Pharmacy (by courtesy); Purdue University; West Lafayette IN 47907-2091
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81
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82
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Spötter C, Elskamp F, Hennig M, Teipel U, Weber AP, Kruggel-Emden H. Trennkurven in Siebung und Gegenstromsichtung bei geringen Gutbeladungen. CHEM-ING-TECH 2017. [DOI: 10.1002/cite.201600156] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Christian Spötter
- Technische Universität Clausthal; Institut für Mechanische Verfahrenstechnik; Leibnizstraße 19 38678 Clausthal-Zellerfeld Deutschland
| | - Frederik Elskamp
- Technische Universität Berlin; Mechanische Verfahrenstechnik und Aufbereitung; Ernst-Reuter-Platz 1 10587 Berlin Deutschland
| | - Manuel Hennig
- Technische Hochschule Nürnberg Georg Simon Ohm; Fakultät Verfahrenstechnik; Wassertorstraße 10 90489 Nürnberg Deutschland
| | - Ulrich Teipel
- Technische Hochschule Nürnberg Georg Simon Ohm; Fakultät Verfahrenstechnik; Wassertorstraße 10 90489 Nürnberg Deutschland
| | - Alfred P. Weber
- Technische Universität Clausthal; Institut für Mechanische Verfahrenstechnik; Leibnizstraße 19 38678 Clausthal-Zellerfeld Deutschland
| | - Harald Kruggel-Emden
- Technische Universität Berlin; Mechanische Verfahrenstechnik und Aufbereitung; Ernst-Reuter-Platz 1 10587 Berlin Deutschland
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83
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Partopour B, Dixon AG. An integrated workflow for resolved-particle packed bed models with complex particle shapes. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2017.09.009] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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84
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Zhou K, Hou J, Sun Q, Guo L, Bing S, Du Q, Yao C. An efficient LBM-DEM simulation method for suspensions of deformable preformed particle gels. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2017.04.026] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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85
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Zhao L, Zhao Y, Bao C, Hou Q, Yu A. Optimisation of a circularly vibrating screen based on DEM simulation and Taguchi orthogonal experimental design. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2017.01.049] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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86
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87
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Yang H, Zhang B, Li R, Zheng G, Zivkovic V. Particle dynamics in avalanche flow of irregular sand particles in the slumping regime of a rotating drum. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2017.01.064] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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88
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Boehling P, Toschkoff G, Dreu R, Just S, Kleinebudde P, Funke A, Rehbaum H, Khinast JG. Comparison of video analysis and simulations of a drum coating process. Eur J Pharm Sci 2017; 104:72-81. [PMID: 28365300 DOI: 10.1016/j.ejps.2017.03.031] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 02/27/2017] [Accepted: 03/23/2017] [Indexed: 11/26/2022]
Abstract
Tablet coating is a common unit operation in the pharmaceutical industry. To improve currently established processes, it is important to understand the influence of the process parameters on the coating quality. One of the critical parameters is the tablet velocity. In this work, numerical results are compared to results obtained experimentally. Tablet movement in the drums was simulated using the Discrete Element Method (DEM). The simulation parameters were adapted to fit the simulation to the experimental data. A comparison of the experimental and simulation results showed that the simulation correctly represents the real tablet velocity. A change in the velocity over time and its dependence on the rotation rates and the baffle position in the simulation were similar to the experimental results. In summary, simulations can improve the understanding of tablet coating processes and will thus provide insights into the underlying process mechanics, which cannot be obtained via ordinary experiments.
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Affiliation(s)
- P Boehling
- Research Center Pharmaceutical Engineering GmbH, Graz, Austria.
| | - G Toschkoff
- Research Center Pharmaceutical Engineering GmbH, Graz, Austria
| | - R Dreu
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Düsseldorf, Germany
| | - S Just
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Düsseldorf, Germany
| | - P Kleinebudde
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Düsseldorf, Germany
| | - A Funke
- Chemical and Pharmaceutical Development, Bayer Pharma AG, Berlin, Germany
| | - H Rehbaum
- L.B. Bohle Maschinen + Verfahren GmbH, Ennigerloh, Germany
| | - J G Khinast
- Research Center Pharmaceutical Engineering GmbH, Graz, Austria; Institute for Process and Particle Engineering, Graz University of Technology, Graz, Austria
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89
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Manjula E, Ariyaratne WH, Ratnayake C, Melaaen MC. A review of CFD modelling studies on pneumatic conveying and challenges in modelling offshore drill cuttings transport. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2016.10.026] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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90
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Axial segregation of a binary mixture in a rotating tumbler with non-spherical particles: Experiments and DEM model validation. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2016.10.073] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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91
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Zhao L, Zhao Y, Bao C, Hou Q, Yu A. Laboratory-scale validation of a DEM model of screening processes with circular vibration. POWDER TECHNOL 2016. [DOI: 10.1016/j.powtec.2016.09.034] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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92
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Elskamp F, Kruggel-Emden H, Hennig M, Teipel U. Discrete element investigation of process models for batch screening under altered operational conditions. POWDER TECHNOL 2016. [DOI: 10.1016/j.powtec.2016.05.039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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93
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Zhong W, Yu A, Liu X, Tong Z, Zhang H. DEM/CFD-DEM Modelling of Non-spherical Particulate Systems: Theoretical Developments and Applications. POWDER TECHNOL 2016. [DOI: 10.1016/j.powtec.2016.07.010] [Citation(s) in RCA: 334] [Impact Index Per Article: 41.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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94
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Pasha M, Hare C, Ghadiri M, Gunadi A, Piccione PM. Effect of particle shape on flow in discrete element method simulation of a rotary batch seed coater. POWDER TECHNOL 2016. [DOI: 10.1016/j.powtec.2015.10.055] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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95
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Spettl A, Bachstein S, Dosta M, Goslinska M, Heinrich S, Schmidt V. Bonded-particle extraction and stochastic modeling of internal agglomerate structures. ADV POWDER TECHNOL 2016. [DOI: 10.1016/j.apt.2016.06.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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96
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Vollmari K, Jasevičius R, Kruggel-Emden H. Experimental and numerical study of fluidization and pressure drop of spherical and non-spherical particles in a model scale fluidized bed. POWDER TECHNOL 2016. [DOI: 10.1016/j.powtec.2015.11.045] [Citation(s) in RCA: 93] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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97
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Maione R, Kiesgen De Richter S, Mauviel G, Wild G. DEM investigation of granular flow and binary mixture segregation in a rotating tumbler: Influence of particle shape and internal baffles. POWDER TECHNOL 2015. [DOI: 10.1016/j.powtec.2015.09.011] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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98
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Multi-sphere approximation of real particles for DEM simulation based on a modified greedy heuristic algorithm. POWDER TECHNOL 2015. [DOI: 10.1016/j.powtec.2015.08.026] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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99
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100
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Akhshik S, Behzad M, Rajabi M. Simulation of the interaction between nonspherical particles within the CFD–DEM framework via multisphere approximation and rolling resistance method. PARTICULATE SCIENCE AND TECHNOLOGY 2015. [DOI: 10.1080/02726351.2015.1089348] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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