Docker-Generated Mechanism Discovery

Mechanism Lab

A 3D pathway workspace for testing how sewage-sludge proteins, lipids, carbohydrates, aqueous organics, minerals, and upgrading chemistry can be steered toward usable oil instead of nitrogen-rich failure modes.

23

RDKit-checked molecular markers across feed, oil, water, donor, metal, and upgrading chemistry

7

mechanism pathways mapped into the interactive 3D network

Formic acid in-situ hydrogen donor

top discovery lead by the current mechanism score

5

interventions selected for the first mechanism-validation package

Interactive Mechanism Map

Trace which molecular pathways can make fuel easier, and which ones can break the claim

Intervention score402.3
N control67
Oil preservation76
Aqueous control42
redox donor

Formic acid in-situ hydrogen donor

formate conversion, CO/CO2 split, hydrogen transfer to oil, aqueous acidity, and no net carbon penalty

Hydrogen relief
84
Evidence
80
Novelty
72
Risk band
Highest-priority mechanism test

Pyomo-formulated mechanism portfolio with deterministic enumeration across nitrogen, hydrogen, aqueous, oil-preservation, and scale-complexity gates. The current package covers 7 mechanism pathways and 14 molecular markers.

HTL reactor

Protein nitrogen to Maillard heterocycles

Suppress pyridines, pyrazines, piperazines, indoles, and quinolines before they become hydrotreating load.

Risk
92
Evidence need
model-compound run plus real-sludge confirmation

Current intervention pathways: Protein nitrogen to Maillard heterocycles; Lipids to fuel-range hydrocarbons; In-situ hydrogen and redox donor chemistry. These are bench priorities for model-compound and real-sludge tests, not proof that the route is ready.

The page deliberately keeps catalyst risk and scale complexity visible. A high novelty score is useful only if the same package can close oil yield, oil nitrogen, aqueous COD, residual metals, and catalyst lifetime.

The strongest practical discovery package is staged: hydrogen donor screening, low-nitrogen pretreatment, mild stabilization, aqueous recycle boundaries, and Fe/Zn redox tests before any full fuel-spec campaign.

Current mechanism decision

Prioritize mechanism tests before inventing a final fuel recipe

The newest research points to a practical discovery package: test formic acid and zero-valent metals as in-situ hydrogen donors, use two-stage pretreatment to reduce nitrogen load, define the aqueous-phase recycle boundary, and treat mild hydrotreatment as stabilization before deep denitrogenation. None of these are finished-fuel proof until real sludge and model compounds agree.

Formation barrierN/O rich oil

Municipal-sludge HTL oil contains high nitrogen and oxygen families, so direct fuel use is gated by pathway control and upgrading.

Best lead402.3

Formic acid in-situ hydrogen donor is the top model-ranked intervention, with external-hydrogen relief treated as a measurable claim.

Portfolio gate7 pathways

The selected package covers protein, lipid, carbohydrate, hydrogen-donor, aqueous, mineral, and upgrading behavior.

Selected mechanism-validation package

Five interventions to test before promoting a new molecule or catalyst claim

redox donor

Formic acid in-situ hydrogen donor

Score 402.3; N control 67; oil preservation 76; aqueous control 42; H2 relief 84. Must prove: formate conversion, CO/CO2 split, hydrogen transfer to oil, aqueous acidity, and no net carbon penalty.

staged thermal pretreatment

Two-stage low-nitrogen pretreatment

Score 386.2; N control 88; oil preservation 62; aqueous control 63; H2 relief 41. Must prove: nitrogen removal before HTL, carbon loss to water, energy penalty, and oil quality after second stage.

staged hydrotreating

Mild stabilization then deep HDN train

Score 360.6; N control 86; oil preservation 84; aqueous control 32; H2 relief 45. Must prove: stabilization window, HDN depth, H2 consumption, liquid yield, guard-bed life, and distillation cuts.

process recycle

Aqueous-phase recycle boundary test

Score 358.1; N control 40; oil preservation 71; aqueous control 86; H2 relief 34. Must prove: oil-yield gain versus COD, ammonia, inhibitors, salt accumulation, and treatment load.

solid redox donor

Fe/Zn zero-valent metal donor package

Score 351.7; N control 60; oil preservation 74; aqueous control 52; H2 relief 88. Must prove: metal oxidation state, hydrogen generation rate, solids recovery, Zn/Fe leaching, and downstream catalyst compatibility.

Intervention ledger

Mechanism leads are scored across benefit, evidence, novelty, and risk

Highest-priority mechanism test

Formic acid in-situ hydrogen donor

Score
402.3
N control
67
H2 relief
84
Risk
37
Highest-priority mechanism test

Two-stage low-nitrogen pretreatment

Score
386.2
N control
88
H2 relief
41
Risk
30
Highest-priority mechanism test

Mild stabilization then deep HDN train

Score
360.6
N control
86
H2 relief
45
Risk
62
Highest-priority mechanism test

Aqueous-phase recycle boundary test

Score
358.1
N control
40
H2 relief
34
Risk
35
Highest-priority mechanism test

Fe/Zn zero-valent metal donor package

Score
351.7
N control
60
H2 relief
88
Risk
71
Highest-priority mechanism test

CuSO4 Maillard nitrogen steering

Score
338.4
N control
82
H2 relief
25
Risk
64
Highest-priority mechanism test

Dual-base modified ZSM-5 upgrading

Score
324.3
N control
76
H2 relief
52
Risk
78
Strong bench candidate

MgCl2/citric mineral steering package

Score
319.9
N control
65
H2 relief
20
Risk
50
Strong bench candidate

Carbonate-base aqueous speciation screen

Score
310.3
N control
42
H2 relief
24
Risk
45
Watch or paired-support candidate

DES-assisted hydrochar catalyst support branch

Score
267.8
N control
55
H2 relief
28
Risk
67

Pathway ledger

The problem is a network of conversion and failure pathways

HTL reactor

Protein nitrogen to Maillard heterocycles

Suppress pyridines, pyrazines, piperazines, indoles, and quinolines before they become hydrotreating load.

Risk
92
Interventions
6
HTL reactor

Lipids to fuel-range hydrocarbons

Preserve fatty-acid carbon into hydrocarbons and amides while limiting decarboxylation gas loss.

Risk
54
Interventions
4
HTL reactor

Carbohydrates to aqueous acids and char

Limit acid, furan, humin, and char formation that pull carbon away from recoverable oil.

Risk
77
Interventions
4
HTL/upgrading bridge

In-situ hydrogen and redox donor chemistry

Generate usable reducing equivalents without adding unbounded salt, metal, or gas-handling risk.

Risk
66
Interventions
2
HTL recycle loop

Aqueous phase recycle and organics return

Use aqueous carbon when it helps oil yield, but stop before COD, ammonia, salts, and inhibitors accumulate.

Risk
83
Interventions
4
pretreatment/residuals

Mineral, ash, and salt steering

Move phosphorus, salts, metals, and catalyst poisons into controlled residual routes.

Risk
73
Interventions
4
upgrading

Deep deoxygenation and denitrogenation

Treat stabilization, cracking, HDN, HDO, and fractionation as a staged route rather than one severe hydrotreating step.

Risk
88
Interventions
5

Molecular anchors

Model molecules used to make pathway claims testable

homogeneous catalyst and nitrogen-steering marker

Copper sulfate CuO4S

Weight
69
MW
159.609
N atoms
0
Metals
1
protein nitrogen and Maillard precursor

Lysine C6H14N2O2

Weight
66.5
MW
146.19
N atoms
2
Metals
0
carbohydrate dehydration proxy

Glucose C6H12O6

Weight
60.5
MW
180.156
N atoms
0
Metals
0
fatty amide nitrogen-diversion marker

Hexadecanamide C16H33NO

Weight
57.6
MW
255.446
N atoms
1
Metals
0
deep eutectic solvent component

Urea CH4N2O

Weight
53.9
MW
60.056
N atoms
2
Metals
0
Maillard nitrogen heterocycle marker

Pyrazine C4H4N2

Weight
50.8
MW
80.09
N atoms
2
Metals
0
sludge-biocrude nitrogen ring marker

Piperazine C4H10N2

Weight
50.8
MW
86.138
N atoms
2
Metals
0
unsaturated lipid oil precursor

Oleic acid C18H34O2

Weight
50.7
MW
282.468
N atoms
0
Metals
0
saturated fatty-acid oil precursor

Palmitic acid C16H32O2

Weight
47.8
MW
256.43
N atoms
0
Metals
0
amino-acid nitrogen proxy

Glycine C2H5NO2

Weight
45.2
MW
75.067
N atoms
1
Metals
0
deep hydrodenitrogenation marker

Quinoline C9H7N

Weight
40.3
MW
129.162
N atoms
1
Metals
0
hard hydrodenitrogenation marker

Indole C8H7N

Weight
39
MW
117.151
N atoms
1
Metals
0
lipid backbone and aqueous oxygenate proxy

Glycerol C3H8O3

Weight
36.5
MW
92.094
N atoms
0
Metals
0
persistent oil nitrogen marker

Pyridine C5H5N

Weight
35.7
MW
79.102
N atoms
1
Metals
0
zero-valent metal donor marker

Iron Fe

Weight
32.2
MW
55.845
N atoms
0
Metals
1
zero-valent metal donor marker

Zinc Zn

Weight
32.2
MW
65.39
N atoms
0
Metals
1
deep eutectic solvent component

Butyric acid C4H8O2

Weight
31.2
MW
88.106
N atoms
0
Metals
0
aqueous COD and fermentation proxy

Acetic acid C2H4O2

Weight
29
MW
60.052
N atoms
0
Metals
0
fuel-range alkane proxy

Dodecane C12H26

Weight
28.5
MW
170.34
N atoms
0
Metals
0
in-situ hydrogen donor candidate

Formic acid CH2O2

Weight
27.9
MW
46.025
N atoms
0
Metals
0
aromatic oxygenate marker

Phenol C6H6O

Weight
27
MW
94.113
N atoms
0
Metals
0
formic-acid decomposition marker

Carbon monoxide CO

Weight
21.5
MW
28.01
N atoms
0
Metals
0
hydrogenation and HDN reagent

Hydrogen H2

Weight
14
MW
2.016
N atoms
0
Metals
0
mechanism-water-research-2026

Hydrothermal liquefaction of municipal sludge: biocrude production and fuel quality upgrading

2026 Water Research review mapping sludge-biocrude formation pathways, high N/O fuel-quality barriers, and staged upgrading routes.

Open source
mechanism-water-soluble-2025

Catalysts and feedstock effects on water-soluble components from sewage-sludge HTL

2025 Bioresource Technology source covering 24 HTL trials with homogeneous and heterogeneous catalysts and AP composition as a mechanism gate.

Open source
mechanism-n-fate-2022

Understanding nitrogen fate during catalytic HTL of sewage sludge

Open-access Fuel source showing HCOOH and CuSO4 can shift yield, nitrogen content, hydrocarbons, and Maillard-product behavior.

Open source
mechanism-zvm-2025

Zero-valent metals as in-situ hydrogen generators for sewage-sludge biocrude enhancement

2025 Chemical Engineering Transactions source testing Fe and Zn as hydrothermal in-situ hydrogen generators for biocrude quality improvement.

Open source
mechanism-transition-metals-2022

Transition metals and homogeneous hydrogen producers in sewage-sludge HTL

Fuel Processing Technology source supporting liquid hydrogen donors and transition-metal comparison under sewage-sludge HTL conditions.

Open source
mechanism-apr-review-2026

Aqueous phase recirculation in hydrothermal liquefaction: a critical review

2026 review supporting APR as a yield and waste-cost opportunity that still needs accumulation and treatment-risk boundaries.

Open source
mechanism-apr-sludge-2025

Aqueous-phase recirculation effects in sewage-sludge HTL

2025 sewage-sludge APR study focused on yield-quality tradeoffs and detailed HTL aqueous-phase characterization.

Open source
mechanism-dual-base-zsm5-2026

Dual-base modified ZSM-5 upgrading of municipal-sludge hydrothermal biocrude

2026 Fuel lead for zeolite upgrading innovation, kept as a catalyst-lifetime and coke-risk watch item.

Open source
mechanism-des-htc-2026

Deep eutectic solvent-assisted hydrothermal carbonization of sewage sludge

2026 Biomass and Bioenergy source for DES-assisted sludge hydrochar quality, relevant to residual-to-catalyst-support exploration.

Open source
mechanism-des-urea-zinc-2022

Urea and ZnCl2 DES-assisted hydrothermal carbonization of sewage sludge

ACS source for DES disruption of sludge EPS and low-nitrogen hydrochar formation.

Open source
mechanism-two-stage-2021

Sequential hydrothermal processing for low-nitrogen sewage-sludge biocrude

Two-stage hydrothermal route supporting nitrogen-removal pretreatment before HTL.

Open source
mechanism-mild-hdt-2026

Mild hydrotreatment for nitrogen-rich sewage-sludge biocrude stabilization

2026 pilot trickle-bed source showing stabilization near 240 C and persistent nitrogen limits.

Open source
mechanism-two-stage-hdt-2020

Two-stage catalytic hydrotreatment of highly nitrogenous HTL biocrude

Two-stage stabilization/deep HDN frame for highly nitrogenous sewage-sludge and algal biocrudes.

Open source

mechanism scores are discovery priorities, not proof of a usable fuel, until model compounds, real sludge, product speciation, and catalyst/residual balances agree