Distribution of Relaxation Times through the Lens of Distribution Theory
Source abstract
Abstract
Abstract The distribution of relaxation times (DRT) model is widely used to deconvolve electrochemical impedance spectra into timescale distributions. However, standard DRT formulations assume integrable impedance. This condition is violated by electrochemical systems with blocking boundaries where diffusion or charge accumulation causes the low-frequency response to diverge. We formulate DRT inversion in the space of tempered distributions and derive a distributional Fuoss–Kirkwood boundary-value relation in S′(R), under explicit analyticity, growth, and boundary-value assumptions on the strip continuation of the impedance. In this setting, the boundary values of the impedance on the strip determine the DRT, with simple poles yielding Dirac distributions, higher-order poles giving their derivatives, and non-integrable low-frequency behavior yielding power-law tails. Each contribution is a tempered distribution, with the power-law tails defined as (Abel) limits of tempered functions. This formulation clarifies reported discrepancies for capacitive and diffusive systems by making the boundary-value convention explicit and separating distributional identities from pointwise evaluations. We derive closed-form distributional DRTs for generalized resistor-capacitor circuits, constant-phase elements, and finite-length diffusion transmission-line models in multiple geometries, and establish relationships between the DRT and the distributions of diffusion and capacitive times.
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Research context
OpenAlex topics: Electrodeposition and Electroless Coatings · Electrochemical Analysis and Applications · Supercapacitor Materials and Fabrication
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Affiliations
King Abdullah University of Science and Technology
National University of Singapore
Sun Yat-Sen University
The Hong Kong University of Science and Technology
Academia Sinica
National University of Singapore Department of Materials Science and Engineering
Funding
Hong Kong Ph.D. Fellowship Scheme · University of Bayreuth and the Bavarian Center for Battery Technology · Research Grant Council of Hong Kong · Deutsche Forschungsgemeinschaft
References
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