Molecular dynamics simulations of granular compaction: The single granule case

We have carried out nonequilibrium molecular dynamics simulations of the compaction of a single three-dimensional granule composed of over 1000 Lennard-Jones (LJ) particles. The granule was contained within an orthorhombic box with repulsive walls and deformed by a vertically moving top wall. The compaction cycle adopted was intended to mimic the procedure employed in industrial tabletting processes, by compressing the granule during the downward movement of the top wall (compaction) followed by an upward movement of the top wall (decompaction). We have explored the effects of different compression rates on the deformation, microstructure, and the final integrity of the granule. Although the simulations are formally atomistic, we believe a mesoscopic significance can be attached to the results that makes them relevant to the larger scale compaction involved in industrially relevant processes. The cluster representation of the granule allows for significant deformation during the process, and the simulations reproduce a number of well-known effects found in the pharmaceutical tabletting and other literature. Rapid compaction resulted in an essentially elastic response and even break up of the formed tablet during the decompaction stage, an effect known as lamination. Slower compaction speeds, which enabled greater internal rearrangement of the LJ particles through plastic deformation, produced a more structurally uniform tablet at the end of the cycle. For the faster compaction speed the top wall moved away faster than the compacted material could recover, giving rise to misleadingly low values of the apparent elastic response of the material as measured by the force from the material on the top wall. We believe this could be an important issue when interpreting experimental data. These simulations were able to capture the transition between the fast and slow compaction rate regimes and reveal some rudiments of the lamination problem that plagues the industrial process of tabletting.

[1]  R. E. Carter Rheology of food, pharmaceutical and biological materials with general rheology , 1990 .

[2]  H. B. Manbeck,et al.  Elastoplastic finite element model development and validation for low pressure uniaxial compaction of dry cohesive powders , 1995 .

[3]  O. Antikainen,et al.  A new method to evaluate the elastic behavior of tablets during compression , 1997 .

[4]  G. Alderborn,et al.  Pharmaceutical Powder Compaction Technology , 1995 .

[5]  P. K. Trojan,et al.  Engineering materials and their applications , 1975 .

[6]  L. V. Woodcock Isothermal molecular dynamics calculations for liquid salts , 1971 .

[7]  I. Zimmermann,et al.  A new approach for the measurement of the tensile strength of powders , 1999 .

[8]  H. Brittain Polymorphism in Pharmaceutical Solids , 1999 .

[9]  Rajesh Ransing,et al.  Numerical comparison of a deformable discrete element model and an equivalent continuum analysis for the compaction of ductile porous material , 2001 .

[10]  P. York,et al.  An investigation of the effect of the punch velocity on the compaction properties of ibuprofen , 1993 .

[11]  Eric Doelker,et al.  Polymorphic Transformation of Some Drugs Under Compression , 1985 .

[12]  The Liquid State: Applications of Molecular Simulations , 1998 .

[13]  D. Wurster,et al.  Calorimetric analysis of powder compression: II. The relationship between energy terms measured with a compression calorimeter and tableting behavior , 1995 .

[14]  K. Kendall,et al.  Surface energy and the contact of elastic solids , 1971, Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences.

[15]  Raymond N. Yong,et al.  INTRODUCTION TO SOIL BEHAVIOR , 1966 .

[16]  G. Venkatesh,et al.  Compactibility characterization of granular pectin for tableting operation using a compaction simulator , 1998 .

[17]  O. Antikainen,et al.  New Parameters Derived from Tablet Compression Curves. Part I. Force-Time Curve , 1997 .

[18]  M. Jiménez-Castellanos,et al.  Effect of compression speed and pressure on the physical characteristics of maltodextrin tablets. , 1998, Drug Development and Industrial Pharmacy.

[19]  M. Horio,et al.  Binderless granulation of pharmaceutical lactose powders , 2002 .

[20]  C. Shoemaker,et al.  Rheology of foods , 1992 .

[21]  Elastic and geometric properties of a Lennard-Jones glass ☆ , 1999 .

[22]  D. J. Tildesley,et al.  Equation of state for the Lennard-Jones fluid , 1979 .

[23]  D. Sánchez-Portal,et al.  Metallic bonding and cluster structure , 2000 .

[24]  Environmentally benign manufacturing of automotive parts via powder metallurgy , 2002 .

[25]  H. C. Andersen,et al.  Role of Repulsive Forces in Determining the Equilibrium Structure of Simple Liquids , 1971 .

[26]  Joseph L. Kanig,et al.  The theory and practice of industrial pharmacy , 1970 .

[27]  K. Kendall,et al.  Adhesion: Molecules and Mechanics , 1994, Science.

[28]  J. Baxter,et al.  Granular dynamics simulations of two-dimensional heap formation , 1997 .

[29]  Jean-Loup Chenot,et al.  Finite element simulation of metal powder forming , 1990 .

[30]  B. Khomami,et al.  Simulation of the third law free energies of face-centered-cubic and hexagonal-close-packed Lennard-Jones solids , 2000 .

[31]  Henry Liu,et al.  Coal log pipeline technology: an overview , 1997 .

[32]  Roland W. Lewis,et al.  Numerical Modelling of Powder Compaction Processes: Displacement Based Finite Element Method , 1993 .

[33]  Ernst,et al.  Coherent modulated structure during the martensitic hcp-fcc phase transition in Co and in a CoNi alloy. , 1988, Physical review letters.

[34]  P. Berry,et al.  An Introduction to Soil Mechanics , 1987 .

[35]  H. Lieberman,et al.  Pharmaceutical dosage forms : tablets , 1980 .

[36]  J. Banavar,et al.  Computer Simulation of Liquids , 1988 .

[37]  D. Kofke,et al.  Thermodynamic and structural properties of model systems at solid-fluid coexistence: I. Fcc and bcc soft spheres , 1995 .

[38]  W. Benoit,et al.  Study of the h.c.p.-f.c.c. phase transition in cobalt by acoustic measurements , 1989 .

[39]  J. Bording Molecular-dynamics simulation of Ge rapidly cooled from the molten state into the amorphous state , 2000 .

[40]  D. Whittaker Process economics and technological advances in P/M automotive parts , 1998 .

[41]  Wei Li,et al.  Optimal moisture for rapid compaction of coal logs for freight pipelines , 2000 .

[42]  B. Khomami,et al.  Computer simulation of surface and adatom properties of Lennard-Jones solids: A comparison between face-centered-cubic and hexagonal-close-packed structures , 2001 .