MESSAI.io/Parameters
CatalogCorrelationsGlobal AnalysisParameter SweepMethodology
run d50eded4corpus v2026-05-19model gp-scm-v1.2.0ran 0.0s
SWEEPexternal_resistancefrom10to5000across12 log stepsat fixedT = 30°C, pH = 7, HRT = 12 h, area = 7 cm², culture = G_sulfurreducens_pure
Viewpaper: cheng-2006-carbon-clothbacktest (all papers)
anti-HARKing rail · Logan & Regan 2006
WARNV5Coulombic mass-balance is open on 10/12 sweep points (>5% closure error). Check substrate consumption + Q_measured.· Logan-group hygiene check; mass balance fundamentals
WARNV6Mean CE × OLR = 61.6 exceeds empirical Logan-group envelope (≤25). Mass transport limits CE at high loading; prediction may be optimistic.· Cheng & Logan 2011 — empirical envelope
Platform
Microbial electrochemical systems · living biofilm catalyst
System type
Sweep parameter
Fixed conditions
Objective
Reproducing

Cheng S, Liu H, Logan BE (2006) — Environmental Science & Technology

Increased power generation in a continuous flow MFC with advective flow through the porous anode and reduced electrode spacing
DOI: 10.1021/es0512071
MetricReportedPredictedΔBand
Power density
acetate feed (1 g/L), carbon cloth anode + air-cathode (Pt 0.5 mg/cm²), 2 cm electrode spacing, single-chamber
p. 2430, Fig. 4 + Table 2 (4 cm → 2 cm spacing reduction)
766
mW/m²
827
mW/m²
+7.9%green
Coulombic efficiency
acetate + carbon cloth anode + air-cathode, peak CE at MPP
p. 2430
32.0
%
31.1
%
-2.8%green
COD removal
acetate utilization across the fed-batch cycle
p. 2430
90.0
%
84.2
%
-6.4%green
Δ-bands per Logan & Regan 2006 lab-to-lab reproducibility envelope: green ≤±25%, amber ±25–50%, red >±50%. Predictions from Butler-Volmer + Ohmic + Tafel closure calibrated against the Logan corpus (regression-tested in butler-volmer-calibration.test.ts).
What we don't know about this paper (4 items)
  1. The 766 mW/m² peak is the WITH reduced spacing (2 cm) and continuous-flow advection configuration. At the paper's 4 cm baseline spacing the peak was ~360 mW/m² — closer to the Liu-Logan 2004 acetate number. The 766 mW/m² ≠ the only Logan-group air-cathode datapoint; it's a specific optimization.
  2. CE = 32% is reported at MPP. The paper also reports CE values up to ~60% at higher R_ext (lower current draw), but those aren't the peak-power operating point. Use the MPP CE for like-for-like comparison with our predicted optimum.
  3. Continuous-flow advection through the porous anode is a configuration the BV preset does NOT model — `hrt_h: 12` is a coarse proxy. The actual paper uses HRT = 1.06 hours with flow through the cloth. The Δ for substrate (COD removal) will be optimistic.
  4. Mixed-culture "Geobacter-enriched" is treated by the BV map as G_sulfurreducens_pure for kinetic parameters; the real biofilm is a community. This is a known scope limitation.
Source mix
EMP 0CAL 0SIM 12EXT 0
Peak power density
828mW/m²✓ mass-bal
at x = 297 · n=0 nearby papers
Coulombic efficiency
31.2%
mixed-culture realistic range 20-55%
Internal resistance
1050Ω·cm²
area-normalized; Logan-group standard
Empirical coverage
0.97@ 95%
n=325 · ECE 0.02
SHOW
-1759.53-1184.64-609.74-34.84540111510.010082006300440025000Power density (areal) (mW/m²)external_resistance (Ω)x=10 · Power density (areal)=-1567.9 mW/m² · SIMULATED · 0 nearby papersx=17.6 · Power density (areal)=-1246.2 mW/m² · SIMULATED · 0 nearby papersx=31 · Power density (areal)=-791.2 mW/m² · SIMULATED · 0 nearby papersx=54.5 · Power density (areal)=-233.1 mW/m² · SIMULATED · 0 nearby papersx=95.8 · Power density (areal)=316.6 mW/m² · SIMULATED · 0 nearby papersx=169 · Power density (areal)=700 mW/m² · SIMULATED · 0 nearby papersx=297 · Power density (areal)=827.5 mW/m² · SIMULATED · 0 nearby papersx=522 · Power density (areal)=745 mW/m² · SIMULATED · 0 nearby papersx=918 · Power density (areal)=569.3 mW/m² · SIMULATED · 0 nearby papersx=1620 · Power density (areal)=392.7 mW/m² · SIMULATED · 0 nearby papersx=2840 · Power density (areal)=254.4 mW/m² · SIMULATED · 0 nearby papersx=5000 · Power density (areal)=158.8 mW/m² · SIMULATED · 0 nearby papers◆ optimum827.5 mW/m² @ 297