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Detection-Identification of multiple unknown time-dependent point sources in a 2 D transport equation: application to accidental pollution
- Source :
- Inverse Problems in Science and Engineering, Inverse Problems in Science and Engineering, Taylor & Francis, 2016, 25 (10), pp.1423-1447. ⟨10.1080/17415977.2016.1265957⟩
- Publication Year :
- 2016
- Publisher :
- HAL CCSD, 2016.
-
Abstract
- International audience; We address the nonlinear inverse source problem of identifying multiple unknown time-dependent point sources occurring in a two-dimensional evolution advection–dispersion–reaction equation. Provided to be available within the monitored domain interfaces for recording the generated state and its flux crossing each suspected zone where a source could occur, we establish a constructive identifiability theorem based on an introduced dispersion-current function that yields uniqueness of the unknown elements defining all occurring sources. Then, the established theorem leads to develop a detection-identification method that goes throughout the monitored domain to detect in each suspected zone whether there exists or not an occurring source. Once a source is detected, the developed method determines lower and upper bounds of the mean value discharged by its unknown time-dependent intensity function. Thereafter, the method localizes the sought position of the detected source as the unique solution of an equation satisfied by the introduced dispersion-current function and identifies its unknown intensity function from solving an associated deconvolution problem. Ultimately, the unknown number of occurring sources is deduced as the sum of all detected-identified active sources. Some numerical experiments on a variant of the surface water BOD pollution model are presented.
- Subjects :
- Non-linear inverse source problem
surface water pollution
optimization and control technique
010103 numerical & computational mathematics
[MATH.MATH-FA]Mathematics [math]/Functional Analysis [math.FA]
01 natural sciences
Domain (mathematical analysis)
advection–dispersion–reaction equation
Position (vector)
Control theory
[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP]
Uniqueness
0101 mathematics
[MATH]Mathematics [math]
data assimilation
Mathematics
Applied Mathematics
Mathematical analysis
General Engineering
Function (mathematics)
Computer Science Applications
010101 applied mathematics
Identification (information)
Nonlinear system
13. Climate action
Identifiability
[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]
Convection–diffusion equation
Subjects
Details
- Language :
- English
- ISSN :
- 17415977 and 17415985
- Database :
- OpenAIRE
- Journal :
- Inverse Problems in Science and Engineering, Inverse Problems in Science and Engineering, Taylor & Francis, 2016, 25 (10), pp.1423-1447. ⟨10.1080/17415977.2016.1265957⟩
- Accession number :
- edsair.doi.dedup.....708121691659ad1d9797055e39f52b82