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The standard approach to error analysis that is widely reported in the electrochemical literature is to calculate a priori error bounds for finite difference methods. In general, this form of error analysis involves expanding the exact solution at a point as a Taylor series in powers of the mesh spacing on a regular mesh. Substitution of this expansion into the finite difference approximation provides a bound for the error in terms of powers of the mesh spacing and higher-order derivatives of the exact solution. For problems where the solution is smooth, this allows an approximation to the error in the problem to be obtained by repeatedly solving the problem on finer meshes, typically with the mesh spacing halved between successive meshes, which also allows the use of extrapolation methods such as Richardson extrapolation, A technical report exploring this approach has been provided by Østerby.49 The drawbacks of this approach are twofold. First, it does not give a
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49 The drawbacks of this approach are twofold. First, it does not give a computable bound on the error because it is not in general possible to place tight bounds on the higher-order derivatives of the exact solution; the error can be approximated only indirectly from successive solutions. Second, the technique relies on the existence of a Taylor expansion of the exact solution at all points in the solution region and therefore breaks down for most 2D electrochemical problems because of the presence of boundary singularities at the electrode edge. (See ref 50 for a more detailed explanation.)
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