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Topology Optimization for Uniform Flow Distribution in Electrolysis Cells

Leon Baeck, Sebastian Blauth, Christian Leithäuser, René Pinnau, Kevin Sturm

TL;DR

The paper addresses achieving uniform flow distribution in the anode-side bipolar plate of a PEM electrolyzer by optimizing geometry with a Borvall–Petersson Stokes–Darcy model. It couples a smoothed velocity criterion, via a heat-equation-based $u_s$, with a level-set topology-optimization framework and derives a model-specific topological derivative $D_TJ(z)$ to drive design updates. Numerically, it demonstrates six-channel designs that realize near-uniform flow and shows how the smoothing parameter $\Delta t$ governs obstacle size and manufacturability, enabling tunable feature sizes. The approach provides a practical route to improve water distribution efficiency in PEM cells through topology optimization, with implementations using $\Delta t$-controlled smoothing and adjoint-based sensitivity analysis.

Abstract

In this paper we consider the topology optimization for a bipolar plate of a hydrogen electrolysis cell. We present a model for the bipolar plate using the Stokes equation with an additional drag term, which models the influence of fluid and solid regions. Furthermore, we derive a criterion for a uniform flow distribution in the bipolar plate. To obtain shapes that are well-manufacturable, we introduce a novel smoothing technique for the fluid velocity. Finally, we present some numerical results and investigate the influence of the smoothing on the obtained shapes.

Topology Optimization for Uniform Flow Distribution in Electrolysis Cells

TL;DR

The paper addresses achieving uniform flow distribution in the anode-side bipolar plate of a PEM electrolyzer by optimizing geometry with a Borvall–Petersson Stokes–Darcy model. It couples a smoothed velocity criterion, via a heat-equation-based , with a level-set topology-optimization framework and derives a model-specific topological derivative to drive design updates. Numerically, it demonstrates six-channel designs that realize near-uniform flow and shows how the smoothing parameter governs obstacle size and manufacturability, enabling tunable feature sizes. The approach provides a practical route to improve water distribution efficiency in PEM cells through topology optimization, with implementations using -controlled smoothing and adjoint-based sensitivity analysis.

Abstract

In this paper we consider the topology optimization for a bipolar plate of a hydrogen electrolysis cell. We present a model for the bipolar plate using the Stokes equation with an additional drag term, which models the influence of fluid and solid regions. Furthermore, we derive a criterion for a uniform flow distribution in the bipolar plate. To obtain shapes that are well-manufacturable, we introduce a novel smoothing technique for the fluid velocity. Finally, we present some numerical results and investigate the influence of the smoothing on the obtained shapes.
Paper Structure (14 sections, 20 equations, 3 figures)

This paper contains 14 sections, 20 equations, 3 figures.

Figures (3)

  • Figure 1: Result of the topology optimization problem $(\ref{['optproblem']})$ with $\Delta t=10^{-3}$. In Figure a the final shape is displayed, in Figure b the corresponding norm of the velocity field and in Figure c the norm of the smoothed velocity field.
  • Figure 2: Result of the topology optimization problem $(\ref{['optproblem']})$ with $\Delta t_1=5\cdot 10^{-3}$. In Figure a the final shape is displayed, in Figure b the corresponding norm of the velocity field and in Figure c the norm of the smoothed velocity field.
  • Figure 3: Result of the topology optimization problem $(\ref{['optproblem']})$ with $\Delta t_2=5\cdot 10^{-4}$. In Figure a the final shape is displayed, in Figure b the corresponding norm of the velocity field and in Figure c the norm of the smoothed velocity field.

Theorems & Definitions (1)

  • remark 1