Pretreated Prediction - Biomass Characteristics and Biomethane Production Database

Pretreated Materials — Biomethane Prediction

Predict biomethane production curves for chemically pretreated lignocellulosic wastes (XGBoost + MinMaxScaler model, 17 input features)

Pretreatment Conditions

Select "No Pretreatment" to predict without chemical pretreatment. For untreated materials, use the Untreated Prediction page instead.

Pretreatment Agent

Chemical agent type

PC (%)

Concentration

PT (h)

Time

General Properties

TS (%)

VS (%)

VS/TS (%)

Elemental Composition (%TS)

Lignocellulosic Fractions (%TS)

Cellulose

Hemicellulose

Lignin

NOC

Non-lignocellulosic Organic Content
NOC = VS/TS − CC − HC − LC

Operating Conditions

OL (g/L)

Organic Loading

S/I

Substrate/Inoculum

Maximum Digestion Duration

1 – 61 days