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Consistency check does not detect NaN-values within component DataFrames #874

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cpschau opened this issue Apr 18, 2024 · 0 comments · Fixed by #903
Closed

Consistency check does not detect NaN-values within component DataFrames #874

cpschau opened this issue Apr 18, 2024 · 0 comments · Fixed by #903

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@cpschau
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cpschau commented Apr 18, 2024

The function n.consistency_check() does not return any information on missing data within the static an dynamic DataFrames of the network components. Although a network remains solvable despite its contained NaN-values, the missing data are likely to be the consequence of a faulty component initialization and might lead to wrong results (e.g. missing efficiency values as observed in PyPSA/pypsa-ariadne#55). Receiving a warning from n.consistency_check() could provide help with debugging models which output such wrong results.

lkstrp added a commit to lkstrp/PyPSA that referenced this issue May 24, 2024
@lkstrp lkstrp closed this as completed May 27, 2024
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