4.6 Article

Design mining microbial fuel cell cascades

Journal

SOFT COMPUTING
Volume 23, Issue 13, Pages 4673-4683

Publisher

SPRINGER
DOI: 10.1007/s00500-018-3117-x

Keywords

3D printing; Cascade stacks; Cooperative coevolution; microbial fuel cell; Shape optimisation

Funding

  1. Engineering and Physical Sciences Research Council [EP/N005740/1]
  2. EPSRC [EP/N005740/1] Funding Source: UKRI

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Microbial fuel cells (MFCs) perform wastewater treatment and electricity production through the conversion of organic matter using microorganisms. For practical applications, it has been suggested that greater efficiency can be achieved by arranging multiple MFC units into physical stacks in a cascade with feedstock flowing sequentially between units. In this article, we investigate the use of cooperative coevolution to physically explore and optimise (potentially) heterogeneous MFC designs in a cascade, i.e. without simulation. Conductive structures are 3D-printed and inserted into the anodic chamber of each MFC unit, augmenting a carbon fibre veil anode and affecting the hydrodynamics, including the feedstock volume and hydraulic retention time, as well as providing unique habitats for microbial colonisation. We show that it is possible to use design mining to identify new conductive inserts that increase both the cascade power output and power density.

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