Lagrangian Particle Tracking in Fluids Using Smart Devices

Opat, Martin (2024) Lagrangian Particle Tracking in Fluids Using Smart Devices. Bachelor's Thesis, Computing Science.

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Abstract

The demand for fluid simulations is growing, driven by the need for advanced solutions in climate adaptation, local water management, and economical-industrial use cases. Such applications underscore the critical role of accurate and localized fluid flow analysis in environmental and industrial scenarios. This research aims to design and implement a fluid simulation using a compiled language to enhance efficiency and scalability. The transition to compiled languages is motivated by the need to reduce the computational overhead associated with interpreted languages, making the simulations more practical for various applications. Additionally, the emergence of powerful yet resource-constrained smart devices, alongside the proliferation of wireless devices, further expands the scope of these applications. The subsequent software evaluation focuses on operational efficiency, examining processing speed and effectiveness under resource-limited conditions typical of smart devices with lower computational resources. This analysis demonstrates that fluid simulations involving up to half a million particles are feasible at interactive frame rates on such devices. The successful implementation underlines the potential for deploying advanced simulation tools directly on mobile platforms, providing a robust tool for local decision-making in environmental and industrial scenarios.

Item Type:	Thesis (Bachelor's Thesis)
Supervisor name:	Kehl, C. and Koellermeier, J.
Degree programme:	Computing Science
Thesis type:	Bachelor's Thesis
Language:	English
Date Deposited:	19 Jul 2024 06:51
Last Modified:	19 Jul 2024 06:51
URI:	https://fse.studenttheses.ub.rug.nl/id/eprint/33222

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