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Scalable Implementation of the Discrete Element Method on a Reconfigurable Computing Platform

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2438))

Abstract

The Discrete Element Method (DEM) is a numerical method for the simulation of the behaviour of media consisting of discrete particles, and is important for the optimisation of production processes in the food processing and pharmaceutical industries. The DEM is computationally very expensive, but can benefit from the properties of reconfigurable computing. This paper presents the design of an optimised dedicated hardware architecture for the DEM implemented on a Reconfigurable Computing platform based on a Field Programmable Gate Array. A single FPGA version shows a 30-fold speed-up compared to an optimised software version running on a fast PC. The design of a multi-FPGA board solution is also presented; this provides approximately 30 times more speed up for each FPGA used.

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References

  1. B. Carrión Schäfer, S.F. Quigley, A.H.C. Chan. Analysis and Implementation of the Discrete Element Method using a Dedicated Highly Parallel Architecture in Reconfigurable Computing, 2002 IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2002)

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  2. P.A. Cundall O.D.L. Strack, A discrete numerical model for granular assemblies. Geotechnique 29, pp. 1–8, 1979

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  3. Mario Antonioletti. The DEM application demonstrator pp. 7. Available at http://www.epcc.ed.ac.uk/epcc-tec/JTAP/DEM.html

  4. Andrew I. Hustrulid. Parallel implementation of the discrete element method. Available at http://egweb.mines.edu/dem/

  5. ML Sawley & PW Clearly. CSIRO Mathematical & Information Sciences, Clayton, Australia. A Parallel discrete element method for industrial granular flow simulations, EPLF Supercomputing review-SCR No 11, Nov. 1999

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© 2002 Springer-Verlag Berlin Heidelberg

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Carrión Schäfer, B., Quigley, S.F., Chan, A.H.C. (2002). Scalable Implementation of the Discrete Element Method on a Reconfigurable Computing Platform. In: Glesner, M., Zipf, P., Renovell, M. (eds) Field-Programmable Logic and Applications: Reconfigurable Computing Is Going Mainstream. FPL 2002. Lecture Notes in Computer Science, vol 2438. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-46117-5_95

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  • DOI: https://doi.org/10.1007/3-540-46117-5_95

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-44108-3

  • Online ISBN: 978-3-540-46117-3

  • eBook Packages: Springer Book Archive

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