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ARTICLETechnical article

Reproducible Dielectric Analysis: The Minimum Data Package

  • Chenfan Power

A dielectric report containing only a moisture estimate cannot be independently reproduced. The next analyst needs the measured response, the object state and the model settings that converted one into the other. Preserve enough information to test an alternative interpretation. [1]

Reproducible Dielectric Analysis: The Minimum Data Package: technical review table
First article table, reproduced without adding or changing values. See the article for assumptions and application boundaries.

Retain the layers separately

LayerMinimum useful informationReproduction question
Raw measurementVoltage/current or supported response data, time/frequency, units, range and timestampsCan the measured quantities be reconstructed?
Test boundaryObject identity, winding pair, connection/guard arrangement and instrumentWhich insulation contributed?
Object stateTemperature evidence, liquid/material identification and prior excitation historyAre model assumptions defensible?
ProcessingFiltering, rejected points, corrections and uncertaintyWhat changed between raw and fitted data?
ModelSoftware/library version, geometry definitions, parameter bounds and residualsCan the fit be repeated and challenged?

Preserve units and sign conventions

Store time origin, charging duration and signed polarization/depolarization convention for PDC. For frequency measurements, retain whether frequency is hertz or angular frequency and which capacitance/loss representation is used. The factor 2π and a reversed current sign are small metadata omissions with substantial mathematical consequences.

Keep original files alongside processed exports. A spreadsheet containing only rounded final points cannot recover discarded traces or establish how unstable points were treated.

Multi-exponential relaxation fits depend on the measured time window and residual weighting; a good early-current fit can leave the late tail poorly represented. [2]

Recompute one exported loss factor

Assume a linear 50 Hz measurement has conductance 1 nS and capacitance 100 pF at the same temperature and boundary. Tanδ = G/(2πfC) = 0.03183. Omitting 2π would give 0.200, 6.283 times too large. Preserve SI scaling and the complex-current convention so an independent analyst can reproduce the result.

References

  1. IEEE, IEEE C57.161-2018, IEEE Guide for Dielectric Frequency Response Test.
  2. J. Raxsa, P. Nimsanong, T. Mai-Eiam and P. Yutthagowith, Determination of Dielectric Models Based on Effective Multi-Exponential Fittings, Energies 16, 4615, 2023. DOI: 10.3390/en16124615.
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