TY - GEN
T1 - Modulating Function-Based Leak Detection, Size Estimation and Localization for a Water Pipe Prototype
AU - Rubmann, Julius
AU - Noack, Matti
AU - Reger, Johann
AU - Pérez-Zuñiga, Gustavo
N1 - Publisher Copyright:
© 2024 EUCA.
PY - 2024
Y1 - 2024
N2 - We propose a new method for leak detection and localization in water pipes based on a mathematical model that describes the flow dynamics by two coupled linear first order hyperbolic partial differential equations. Using the modulating function approach, a system of auxiliary PDEs is derived and solved in order to obtain appropriate modulating functions. This allows estimating the leak size and the leak position, resorting to algebraic I/O equations only. For this purpose, no spatial discretization of the PDE model is needed. The theoretical results are validated with experimental data from a water pipe prototype and the performance of the proposed approach is evaluated in comparison to an existing late lumping model-based leak detection system.
AB - We propose a new method for leak detection and localization in water pipes based on a mathematical model that describes the flow dynamics by two coupled linear first order hyperbolic partial differential equations. Using the modulating function approach, a system of auxiliary PDEs is derived and solved in order to obtain appropriate modulating functions. This allows estimating the leak size and the leak position, resorting to algebraic I/O equations only. For this purpose, no spatial discretization of the PDE model is needed. The theoretical results are validated with experimental data from a water pipe prototype and the performance of the proposed approach is evaluated in comparison to an existing late lumping model-based leak detection system.
KW - Leak detection
KW - modulating function
KW - partial differential equation
KW - water pipeline system
UR - http://www.scopus.com/inward/record.url?scp=85200568717&partnerID=8YFLogxK
U2 - 10.23919/ECC64448.2024.10591312
DO - 10.23919/ECC64448.2024.10591312
M3 - Conference contribution
AN - SCOPUS:85200568717
T3 - 2024 European Control Conference, ECC 2024
SP - 347
EP - 353
BT - 2024 European Control Conference, ECC 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 European Control Conference, ECC 2024
Y2 - 25 June 2024 through 28 June 2024
ER -