Nanometer scale imaging to develop quantitative descriptors of bipolar membrane junction structure. Journal Article uri icon

Overview

abstract

  • Swings in pH can be achieved by electrically polarizing a bipolar membrane (BPM) to drive water dissociation at the BPM junction for electrochemical conversion and separation processes. BPM junction design is critical to tailor performance for specific applications; however, characterization techniques capable of resolving the nanometer scale physical structure of the junction are limited. We present sample preparation, imaging, and analysis workflows that are adaptable to a variety of BPM junction architectures. Atomic force microscopy produces BPM junction images with nanometer scale lateral resolution for samples with and without a graphene oxide water dissociation catalyst in the junction. Subsequent image segmentation and analysis quantify line edge roughness and catalyst layer thickness as descriptors of junction structure. Comparison of pre- and post-electrodialysis junctions suggests electric field-induced alignment of catalyst particles during electrodialysis. This characterization workflow can inform manufacturing protocols, computational modeling, and failure mode analysis for next-generation BPMs.

publication date

  • July 1, 2026

Date in CU Experts

  • July 8, 2026 4:23 AM

Full Author List

  • Kelly M; Dunn ER; Spickermann EA; Gruber JN; Lasalde-Ramírez CA; Zavala PNR; Lucas É; Gupta A; Atwater HA; Smith WA

author count

  • 10

Other Profiles

Electronic International Standard Serial Number (EISSN)

  • 2045-2322