Simulation of Two-Dimensional Supersonic Flows on Emulated-Digital CNN-UM. (26th January 2009)

• Record Type: Journal Article
• Authors: Kocsárdi Kocsárdi, Sándor Sándor; Nagy Nagy, Zoltán Zoltán; Csík Csík, Árpád Árpád; Szolgay Szolgay, Péter Péter
• Other Names: Brea Brea Victor M. Victor M. Academic Editor.
• Is Part Of: EURASIP journal on advances in signal processing. Volume 2009(2009)
• Publication Date: 2009-01-26
• Subjects: Signal processing -- Periodicals; Traitement du signal; Signal processing; Periodicals; 621.3822
• DOI: 10.1155/2009/923404
• Languages: English
• ISSNs: 1687-6172

Abstract

Abstract : Computational fluid dynamics (CFD) is the scientific modeling of the temporal evolution of gas and fluid flows by exploiting the enormous processing power of computer technology. Simulation of fluid flow over complex-shaped objects currently requires several weeks of computing time on high-performance supercomputers. A CNN-UM-based solver of 2D inviscid, adiabatic, and compressible fluids will be presented. The governing partial differential equations (PDEs) are solved by using first- and second-order numerical methods. Unfortunately, the necessity of the coupled multilayered computational structure with nonlinear, space-variant templates does not make it possible to utilize the huge computing power of the analog CNN-UM chips. To improve the performance of our solution, emulated digital CNN-UM implemented on FPGA has been used. Properties of the implemented specialized architecture is examined in terms of area, speed, and accuracy.