An iterative method based on coupled closed-form coefficients expansions for recovering the pollutant source and initial pollution profile. (English) Zbl 1370.65049
Summary: In this paper we develop a weak-form integral equation method for an advection-diffusion equation with an unknown pollutant source and unknown initial pollution profile by using Green’s second identity in terms of boundary conditions on the whole space-time boundary. The numerical algorithm is developed to recover the time-dependent pollutant source under an extra final time condition. The iterative algorithm based on coupled closed-form coefficients expansions method can recover the unknown space-dependent pollutant source and initial pollution profile resorting to two extra conditions at different times, which is convergent very fast. Several numerical examples of the inverse pollutant source problem and initial pollution profile problem demonstrate that the present methods are effective and stable against large noise.
MSC:
| 65M32 | Numerical methods for inverse problems for initial value and initial-boundary value problems involving PDEs |
| 35K20 | Initial-boundary value problems for second-order parabolic equations |
| 65M38 | Boundary element methods for initial value and initial-boundary value problems involving PDEs |
| 35R30 | Inverse problems for PDEs |
| 65M12 | Stability and convergence of numerical methods for initial value and initial-boundary value problems involving PDEs |
Keywords:
pollutant source recovery problem; initial pollution profile problem; adjoint Trefftz test functions; eigenfunctions; closed-form coefficients expansion; iterative method; inverse problem; convergence; integral equation method; advection-diffusion equation; algorithm; numerical examplesReferences:
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