DOE OSTI · 3027823
A Parallel Kinetic Model for Surface and Bulk Charge Storage in ε -MnO 2 Pseudocapacitors
Abstract
Pseudocapacitive materials such as manganese dioxide (MnO 2 ) are attractive for energy storage applications due to their ability to combine the fast kinetics of capacitors with the higher energy density of battery-type systems. However, the electrochemical behavior of MnO 2 remains difficult to interpret mechanistically, in part because existing models often fail to distinguish between surface-based redox processes and bulk intercalation mechanisms. In this work, we develop a physics-based model that represents MnO 2 pseudocapacitance as a linear combination of two independent, parallel electrochemical processes: (i) the surface or near-surface redox storage and (ii) lithium ion intercalation into the bulk material. These two processes are treated with distinct kinetic and thermodynamic parameters and are assumed to proceed independently. The total measured current is assumed to be the sum of these two partial currents. We validate the model using rate-dependent cyclic voltammetry experiments, demonstrating that it captures key trends and provides physically interpretable parameters reflecting the relative contributions of surface and bulk processes. By enabling a clear separation between these mechanisms, the model offers a useful framework for analyzing pseudocapacitive materials and can guide the rational design of high-performance energy storage electrodes.
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Brady, Nicholas W. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000178776704), Orhan, Asya [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0009000467387016), Ramos Guzman, Erika P. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000310511878), Lin, Dun [University of California, Santa Cruz, CA (United States)] (ORCID:0000000156733121), Xue, Xinzhe [University of California, Santa Cruz, CA (United States)] (ORCID:0000000343636343), Ehlinger, Victoria M. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000173331271), Cross, Nicholas R. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:000000018323212X), Lin, Tiras Y. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000233779933), Roy, Thomas [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000242864507), Li, Hanyu [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0009000069003195), Davidi, Ella [University of California, Santa Cruz, CA (United States)] (ORCID:0009000773585379), Pinongcos, Anica [University of California, Santa Cruz, CA (United States)] (ORCID:0000000318776985), Rampal, Nikhil [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000321435874), Chandrasekaran, Swetha [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000166770663), Ye, Jianchao [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000189390612), Li, Yat [University of California, Santa Cruz, CA (United States)] (ORCID:0000000280582084), Worsley, Marcus A. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000280127727), Bucci, Giovanna [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000173188225). 2026-03-16. A Parallel Kinetic Model for Surface and Bulk Charge Storage in ε -MnO 2 Pseudocapacitors. https://doi.org/10.1149/1945-7111%2Fae40a2
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