Application of the Discrete Element Method for Manufacturing Process Simulation in the Pharmaceutical Industry

  • Yeom, Su Bin
  • Ha, Eun-Sol
  • Kim, Min-Soo
  • Jeong, Seong Hoon
  • Hwang, Sung-Joo
  • 외 1명
Citations

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초록

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.

키워드

discrete element methodmanufacturing process simulationcontact modelinput parametercalibration methodSHEAR WET GRANULATIONTABLET COATING VARIABILITYCONTACT-FORCE MODELSMFIX-DEM SOFTWAREGPU-BASED DEMPARTICLE-SIZE SEGREGATIONPOPULATION BALANCE MODELCELLULAR-AUTOMATON MODELPOWDER FLOW PROPERTIESCFD-DEM
제목
Application of the Discrete Element Method for Manufacturing Process Simulation in the Pharmaceutical Industry
저자
Yeom, Su BinHa, Eun-SolKim, Min-SooJeong, Seong HoonHwang, Sung-JooChoi, Du Hyung
DOI
10.3390/pharmaceutics11080414
발행일
2019-08
유형
Review
저널명
Pharmaceutics
11
8