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Core Information
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| Title: |
Criteria of optimality for sensors' location based on adjoint transformation of observation data interpolation error |
| Abstract: |
Criteria of optimality for sensors' location are addressed using an interpolation error transformed by
especial adjoint problems. The considered criteria correspond to the analysis error in certain Hessian-based
metrics and to the error of some forecast aspect.
Both criteria are obtained using adjoint problems that
provide computation without the direct use of the Hessian. For a linear inverse heat conduction problem,
these criteria are compared and demonstrated promising results when compared with a criterion based
on the norm of the interpolation error of observation data. Approaches to sensor set modification using
either redistribution of sensors' or refinement of the sensors grid (insertion of additional sensors) are also
compared.
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| Keywords: |
sensor location; targeting; error norms; adjoint methods; sensitivity; sensor set modification |
Author Information
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Detailed Scientific Article Information
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Subjects Information
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1. Mathematics
2. Physics
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