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For power transformers, dissolved-gas analysis (DGA) is a widely used economical means of periodic screening to identify units that may need intervention or extra attention. When a possible problem is found, DGA can identify the apparent type and severity of the fault. Especially for condition-based maintenance, it is very desirable to find a way to rely on DGA as the primary evidence that a transformer may be in need of maintenance.