A Tikhonov Regularisation Approach to the Numerical Solution of Pipe Flows

Pipe flow problems deal with flows within tubes and are studied through Fluid Dynamics models. When considering pipe flow problems, turbulence often needs to be taken into account. Unfortunately, turbulence gives rise to difficulties in the computation of the approximated solution to such pipe flow problems, due to ill-conditioning. We propose an original stabilisation strategy based on Tikhonov regularisation for ill-posed problems. Some analytical insights on the applicability of this strategy are given, and its effectiveness is shown by a numerical experiment where the results of the proposed method are compared with the ones of a well-known solving strategy and an empirical solution for the axial velocity.

Authors

Institutions

Publication Details

Journal
WSEAS TRANSACTIONS ON FLUID MECHANICS
Published
2025-02-10
DOI
https://doi.org/10.37394/232013.2025.20.3
Primary Topic
Fluid Dynamics and Turbulent Flows
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Tikhonov Regularisation Approach to the Numerical Solution of Pipe Flows

Pierluigi Maponi, Nadaniela Egidi, Josephin Giacomini
WSEAS TRANSACTIONS ON FLUID MECHANICS
Fluid Dynamics and Turbulent Flows
article

A Tikhonov Regularisation Approach to the Numerical Solution of Pipe Flows

Pierluigi Maponi, Nadaniela Egidi, Josephin Giacomini
article en

Abstract

Pipe flow problems deal with flows within tubes and are studied through Fluid Dynamics models. When considering pipe flow problems, turbulence often needs to be taken into account. Unfortunately, turbulence gives rise to difficulties in the computation of the approximated solution to such pipe flow problems, due to ill-conditioning. We propose an original stabilisation strategy based on Tikhonov regularisation for ill-posed problems. Some analytical insights on the applicability of this strategy are given, and its effectiveness is shown by a numerical experiment where the results of the proposed method are compared with the ones of a well-known solving strategy and an empirical solution for the axial velocity.

WSEAS TRANSACTIONS ON FLUID MECHANICSVol. 20
Università di Camerino (IT)
Istituto Nazionale di Alta Matematica "Francesco Severi", Gruppo Nazionale per il Calcolo Scientifico
Openalex Percentile: Top 98%
Fluid Dynamics and Turbulent Flows
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.