Bod removed kg d
bod_removed_kg_d
PROCESS-10-BASIS-01 BOD removed by the selected process case
Scores if within ±3% of the reference value.
Calculates source-bound wastewater energy island metrics from a deterministic SSC-10 task-owned source pack. The template combines influent load, oxygen demand, blower air flow and motor power, sludge-to-biogas energy, PV/BESS dispatch, feeder voltage drop, and an overall synthetic pass score.
with-tool: The model is given an executable Python calculator script.
One template produces many comparable benchmark tasks while keeping the scoring contract fixed.
01
The reusable contract shown on this page.
02
An archetype and site context are sampled.
03
Inputs may be hidden at harder tiers.
04
The model responds with the declared outputs.
Inputs the model receives, and the outputs it is scored on.
35 inputs
Included directly in every task prompt.
Flow rate
flow_rate_m3_d
PROCESS-10-BASIS-01 design average flow for CASE-SSC10-ENERGY-001
Influent bod
influent_bod_mg_l
PROCESS-10-BASIS-01 influent BOD concentration
Effluent bod
effluent_bod_mg_l
PROCESS-10-BASIS-01 effluent BOD concentration
Influent tkn
influent_tkn_mg_l
PROCESS-10-BASIS-01 influent TKN concentration
Effluent tkn
effluent_tkn_mg_l
PROCESS-10-BASIS-01 effluent TKN concentration
Sludge production
sludge_production_kg_d
AER-10-BASIN-01 sludge production used in the oxygen demand credit
Denitrified nitrogen
denitrified_nitrogen_mg_l
PFD-10-AERATION-01 denitrified nitrogen concentration
Field transfer efficiency
field_transfer_efficiency
AER-10-BASIN-01 source-owned field oxygen transfer efficiency
Air oxygen mass fraction
air_oxygen_mass_fraction
BLOWER-10-01 oxygen mass fraction in dry air used by the synthetic source pack
Air density
air_density_kg_nm3
BLOWER-10-01 normal air density
Blower airflow capacity
blower_airflow_capacity_nm3_h
BLOWER-10-01 selected blower capacity
Blower discharge pressure
blower_discharge_pressure_kpa
BLOWER-10-01 source-owned discharge pressure for simplified power approximation
Blower efficiency
blower_efficiency
BLOWER-10-01 blower efficiency
Blower motor efficiency
blower_motor_efficiency
BLOWER-10-01 motor efficiency
Selected blower motor
selected_blower_motor_kw
BLOWER-10-01 selected blower motor rating
Mixer load
mixer_load_kw
AER-10-BASIN-01 mixer load included in the process energy ledger
Recycle pump load
recycle_pump_load_kw
PFD-10-AERATION-01 recycle pump load included in the process energy ledger
Controls load
controls_load_kw
PFD-10-AERATION-01 controls and instrumentation load included in the process energy ledger
Volatile solids feed
volatile_solids_feed_kg_d
DIG-10-BIOGAS-01 volatile solids feed to digestion
Volatile solids destruction pct
volatile_solids_destruction_pct
DIG-10-BIOGAS-01 volatile solids destruction
Biogas yield m3 kg vs
biogas_yield_m3_kg_vs
DIG-10-BIOGAS-01 biogas yield per kg volatile solids destroyed
Methane fraction
methane_fraction
DIG-10-BIOGAS-01 methane fraction in produced biogas
Methane energy
methane_energy_kwh_m3
DIG-10-BIOGAS-01 methane energy content
Chp electrical efficiency
chp_electrical_efficiency
DIG-10-BIOGAS-01 generator electrical efficiency applied to methane energy
Pv generation
pv_generation_kwh_d
PV-10-ARRAY-01 daily PV generation credited in the island memo
Bess nominal
bess_nominal_kwh
BESS-10-ISLAND-01 nominal battery capacity
Bess usable soc fraction
bess_usable_soc_fraction
BESS-10-ISLAND-01 usable state-of-charge window
Bess inverter efficiency
bess_inverter_efficiency
BESS-10-ISLAND-01 inverter efficiency
Bess reserve
bess_reserve_kwh
BESS-10-ISLAND-01 minimum reserve held outside island dispatch
Feeder voltage
feeder_voltage_v
FEEDER-10-480V-01 nominal three-phase feeder voltage
Feeder length
feeder_length_km
FEEDER-10-480V-01 feeder length
Feeder resistance ohm per km
feeder_resistance_ohm_per_km
FEEDER-10-480V-01 conductor resistance
Feeder reactance ohm per km
feeder_reactance_ohm_per_km
FEEDER-10-480V-01 conductor reactance
Feeder power factor
feeder_power_factor
FEEDER-10-480V-01 process load power factor
Max voltage drop percent
max_voltage_drop_percent
FEEDER-10-480V-01 maximum allowed voltage drop
27 outputs
bod_removed_kg_d
PROCESS-10-BASIS-01 BOD removed by the selected process case
Scores if within ±3% of the reference value.
carbonaceous_oxygen_kg_d
Carbonaceous oxygen demand after source-owned sludge production credit
Scores if within ±3% of the reference value.
nitrogenous_oxygen_kg_d
Nitrogenous oxygen demand from TKN removal
Scores if within ±3% of the reference value.
denitrification_credit_kg_d
Oxygen credit from denitrified nitrogen
Scores if within ±3% of the reference value.
total_oxygen_kg_d
Total source-bound oxygen demand
Scores if within ±3% of the reference value.
required_airflow_nm3_h
BLOWER-10-01 airflow required to deliver total oxygen demand
Scores if within ±3% of the reference value.
blower_capacity_oxygen_kg_d
Oxygen transfer capacity at selected blower airflow
Scores if within ±3% of the reference value.
oxygen_capacity_margin_kg_d
Selected blower oxygen-transfer capacity minus total oxygen demand
Scores if within ±3% of the reference value.
blower_shaft_power_kw
Simplified blower shaft power at required airflow and discharge pressure
Scores if within ±3% of the reference value.
blower_input_power_kw
Blower electrical input power after motor efficiency
Scores if within ±3% of the reference value.
blower_motor_margin_kw
Selected blower motor rating minus blower input power
Scores if within ±3% of the reference value.
volatile_solids_destroyed_kg_d
DIG-10-BIOGAS-01 volatile solids destroyed
Scores if within ±3% of the reference value.
biogas_m3_d
DIG-10-BIOGAS-01 daily biogas production
Scores if within ±3% of the reference value.
methane_m3_d
DIG-10-BIOGAS-01 daily methane volume
Scores if within ±3% of the reference value.
methane_energy_kwh_d
Methane energy available before generator efficiency
Scores if within ±3% of the reference value.
biogas_electric_energy_kwh_d
Electrical energy from biogas CHP generator
Scores if within ±3% of the reference value.
critical_process_load_kw
Blower, mixer, recycle pump, and controls critical process load
Scores if within ±3% of the reference value.
daily_process_energy_kwh
Twenty-four-hour critical process energy
Scores if within ±3% of the reference value.
usable_bess_energy_kwh
BESS dispatchable energy after SOC, inverter, and reserve adjustments
Scores if within ±3% of the reference value.
onsite_energy_available_kwh
Biogas electric energy plus PV generation plus usable BESS dispatch
Scores if within ±3% of the reference value.
island_energy_margin_kwh
Onsite energy available minus daily critical process energy
Scores if within ±3% of the reference value.
process_energy_intensity_kwh_m3
Daily process energy divided by design flow
Scores if within ±3% of the reference value.
onsite_energy_fraction
Onsite energy available divided by daily process energy, capped at 1.0
Scores if within ±3% of the reference value.
feeder_current_a
FEEDER-10-480V-01 three-phase current for the critical process load
Scores if within ±3% of the reference value.
feeder_voltage_drop_percent
FEEDER-10-480V-01 source-owned voltage-drop percentage
Scores if within ±3% of the reference value.
voltage_drop_margin_percent
Maximum voltage drop minus computed feeder voltage drop
Scores if within ±3% of the reference value.
overall_pass_score
1.0 when oxygen capacity, blower motor, island energy, and voltage-drop margins are non-negative
Scores if within ±0.1% of the reference value.
Each template is sampled at three tiers. Harder tiers may hide inputs, forcing the model to infer them from the scenario description.
For this template, difficulty scales through parameter and scenario ranges rather than hidden information.
The exact instruction and parameter contract used to generate this task, pinned to the published library source.
/workspace
Teal lines show Jinja input conditions, not task visibility policy. A line renders only when that input or tool is visible.
1You are a wastewater process and plant-energy engineer checking a task-owned synthetic SSC-10 wastewater energy island package.2 3Use only the task-owned synthetic source pack values shown below for numeric grading. BioWin, GPS-X, SUMO, EPA wastewater energy-efficiency guidance, and NREL REopt style workflows shape the context only; this instance does not run those tools or parse a real process model, source pack, or vendor export.4 5## Scene6 7- Energy island case: `CASE-SSC10-ENERGY-001`8- Process basis register: `PROCESS-10-BASIS-01`9- Process flow diagram: `PFD-10-AERATION-01`10- Aeration basin: `AER-10-BASIN-01`11- Blower and motor schedule: `BLOWER-10-01`12- Digester and biogas ledger: `DIG-10-BIOGAS-01`13- PV generation schedule: `PV-10-ARRAY-01`14- Battery energy storage: `BESS-10-ISLAND-01`15- Process feeder: `FEEDER-10-480V-01`16- Energy island memo: `MEMO-10-ENERGY-ISLAND-01`17 18## Process Oxygen Basis19 20| Item | Value |21|------|-------|22| Design flow | {{ flow_rate_m3_d }} m3/d |23| Influent BOD | {{ influent_bod_mg_l }} mg/L |24| Effluent BOD | {{ effluent_bod_mg_l }} mg/L |25| Influent TKN | {{ influent_tkn_mg_l }} mg/L |26| Effluent TKN | {{ effluent_tkn_mg_l }} mg/L |27| Sludge production | {{ sludge_production_kg_d }} kg/d |28| Denitrified nitrogen | {{ denitrified_nitrogen_mg_l }} mg/L |29 30Process oxygen checks:31 32- BOD removed equals `flow_rate_m3_d x (influent_bod_mg_l - effluent_bod_mg_l) / 1000`.33- Nitrogen removed equals `flow_rate_m3_d x (influent_tkn_mg_l - effluent_tkn_mg_l) / 1000`.34- Denitrified nitrogen mass equals `flow_rate_m3_d x denitrified_nitrogen_mg_l / 1000`.35- Carbonaceous oxygen equals `max(bod_removed_kg_d - 1.42 x sludge_production_kg_d, 0)`.36- Nitrogenous oxygen equals `4.57 x nitrogen_removed_kg_d`.37- Denitrification oxygen credit equals `2.86 x denitrified_nitrogen_kg_d`.38- Total oxygen demand equals `max(carbonaceous_oxygen_kg_d + nitrogenous_oxygen_kg_d - denitrification_credit_kg_d, 0)`.39 40## Blower And Process Load Basis41 42| Item | Value |43|------|-------|44| Field oxygen transfer efficiency | {{ field_transfer_efficiency }} |45| Air oxygen mass fraction | {{ air_oxygen_mass_fraction }} |46| Air density | {{ air_density_kg_nm3 }} kg/Nm3 |47| Selected blower airflow capacity | {{ blower_airflow_capacity_nm3_h }} Nm3/h |48| Blower discharge pressure | {{ blower_discharge_pressure_kpa }} kPa |49| Blower efficiency | {{ blower_efficiency }} |50| Blower motor efficiency | {{ blower_motor_efficiency }} |51| Selected blower motor rating | {{ selected_blower_motor_kw }} kW |52| Mixer load | {{ mixer_load_kw }} kW |53| Recycle pump load | {{ recycle_pump_load_kw }} kW |54| Controls load | {{ controls_load_kw }} kW |55 56Blower and process-load checks:57 58- Oxygen transfer per normal cubic metre of air equals `air_oxygen_mass_fraction x air_density_kg_nm3 x field_transfer_efficiency`.59- Required airflow equals `total_oxygen_kg_d / 24 / oxygen_transfer_kg_nm3`.60- Blower capacity oxygen equals `blower_airflow_capacity_nm3_h x 24 x oxygen_transfer_kg_nm3`.61- Oxygen capacity margin equals blower capacity oxygen minus total oxygen demand.62- Blower shaft power uses the source-owned simplified approximation `(required_airflow_nm3_h / 3600) x blower_discharge_pressure_kpa / blower_efficiency`.63- Blower input power equals blower shaft power divided by blower motor efficiency.64- Blower motor margin equals selected blower motor rating minus blower input power.65- Critical process load equals blower input power plus mixer load plus recycle pump load plus controls load.66- Daily process energy equals critical process load times 24.67 68## Biogas, PV, BESS, And Feeder Basis69 70| Item | Value |71|------|-------|72| Volatile solids feed | {{ volatile_solids_feed_kg_d }} kg/d |73| Volatile solids destruction | {{ volatile_solids_destruction_pct }} % |74| Biogas yield | {{ biogas_yield_m3_kg_vs }} m3/kg VS destroyed |75| Methane fraction | {{ methane_fraction }} |76| Methane energy content | {{ methane_energy_kwh_m3 }} kWh/m3 |77| CHP electrical efficiency | {{ chp_electrical_efficiency }} |78| PV generation | {{ pv_generation_kwh_d }} kWh/d |79| BESS nominal capacity | {{ bess_nominal_kwh }} kWh |80| BESS usable SOC fraction | {{ bess_usable_soc_fraction }} |81| BESS inverter efficiency | {{ bess_inverter_efficiency }} |82| BESS reserve | {{ bess_reserve_kwh }} kWh |83| Feeder voltage | {{ feeder_voltage_v }} V |84| Feeder length | {{ feeder_length_km }} km |85| Feeder resistance | {{ feeder_resistance_ohm_per_km }} ohm/km |86| Feeder reactance | {{ feeder_reactance_ohm_per_km }} ohm/km |87| Feeder power factor | {{ feeder_power_factor }} |88| Maximum voltage drop | {{ max_voltage_drop_percent }} % |89 90Energy island and feeder checks:91 92- Volatile solids destroyed equals `volatile_solids_feed_kg_d x volatile_solids_destruction_pct / 100`.93- Biogas volume equals volatile solids destroyed times biogas yield.94- Methane volume equals biogas volume times methane fraction.95- Methane energy equals methane volume times methane energy content.96- Biogas electric energy equals methane energy times CHP electrical efficiency.97- Usable BESS energy equals `bess_nominal_kwh x bess_usable_soc_fraction x bess_inverter_efficiency - bess_reserve_kwh`.98- Onsite energy available equals biogas electric energy plus PV generation plus usable BESS energy.99- Island energy margin equals onsite energy available minus daily process energy.100- Process energy intensity equals daily process energy divided by design flow.101- Onsite energy fraction equals onsite energy available divided by daily process energy, capped at 1.0.102- Apparent process power equals critical process load divided by feeder power factor.103- Feeder current equals `apparent_power_kva x 1000 / (sqrt(3) x feeder_voltage_v)`.104- Reactive factor equals `sqrt(1 - feeder_power_factor^2)`.105- Feeder voltage drop percent equals `sqrt(3) x feeder_current_a x feeder_length_km x (feeder_resistance_ohm_per_km x feeder_power_factor + feeder_reactance_ohm_per_km x reactive_factor) / feeder_voltage_v x 100`.106- Voltage drop margin equals maximum voltage drop percent minus feeder voltage drop percent.107- Overall pass score is `1.0` only when oxygen capacity margin, blower motor margin, island energy margin, and voltage drop margin are all non-negative; otherwise it is `0.0`.108 109## Output Format110 111Write a compact memo to `/workspace/output.md`. Include a source-boundary statement that this is a task-owned synthetic source pack. Explain the calculations briefly, preserve the object IDs above, and state whether the baseline source pack passes the current docs-only checks.112 113Do not claim authority approval, accepted project evidence, software export validity, full standards compliance, executable real source-pack parsing, generated BioWin/GPS-X/SUMO/REopt evidence, generated benchmark readiness, or benchmark readiness.114 115Include a fenced JSON block with exactly these numeric keys:116 117```json118{119 "bod_removed_kg_d": <numeric_value>,120 "carbonaceous_oxygen_kg_d": <numeric_value>,121 "nitrogenous_oxygen_kg_d": <numeric_value>,122 "denitrification_credit_kg_d": <numeric_value>,123 "total_oxygen_kg_d": <numeric_value>,124 "required_airflow_nm3_h": <numeric_value>,125 "blower_capacity_oxygen_kg_d": <numeric_value>,126 "oxygen_capacity_margin_kg_d": <numeric_value>,127 "blower_shaft_power_kw": <numeric_value>,128 "blower_input_power_kw": <numeric_value>,129 "blower_motor_margin_kw": <numeric_value>,130 "volatile_solids_destroyed_kg_d": <numeric_value>,131 "biogas_m3_d": <numeric_value>,132 "methane_m3_d": <numeric_value>,133 "methane_energy_kwh_d": <numeric_value>,134 "biogas_electric_energy_kwh_d": <numeric_value>,135 "critical_process_load_kw": <numeric_value>,136 "daily_process_energy_kwh": <numeric_value>,137 "usable_bess_energy_kwh": <numeric_value>,138 "onsite_energy_available_kwh": <numeric_value>,139 "island_energy_margin_kwh": <numeric_value>,140 "process_energy_intensity_kwh_m3": <numeric_value>,141 "onsite_energy_fraction": <numeric_value>,142 "feeder_current_a": <numeric_value>,143 "feeder_voltage_drop_percent": <numeric_value>,144 "voltage_drop_margin_percent": <numeric_value>,145 "overall_pass_score": <numeric_value>146}147```148 Each generated task is drawn from one of these realistic scenario bands.
Site contexts ground each scenario in a real locale the model can use to infer hidden values.
ssc10_wastewater_energy_island_case
Wastewater energy island case with process oxygen basis, blower schedule, sludge-to-biogas ledger, PV/BESS dispatch, and feeder voltage drop
wastewater-energy-island-ssc10-wastewater-energy-island-case-preview — hard difficulty, all inputs given.
Wastewater energy island case with process oxygen basis, blower schedule, sludge-to-biogas ledger, PV/BESS dispatch, and feeder voltage drop. wastewater-energy-island. Required outputs: bod_removed_kg_d, carbonaceous_oxygen_kg_d, nitrogenous_oxygen_kg_d, denitrification_credit_kg_d, total_oxygen_kg_d, required_airflow_nm3_h
Scenario context and visible inputs.
Executable tool: wastewater-energy-island-package_calc.py
Inputs withheld at this difficulty.
Nothing. All inputs are supplied.
The scored JSON answer schema.
{
"bod_removed_kg_d": <number>,
"carbonaceous_oxygen_kg_d": <number>,
"nitrogenous_oxygen_kg_d": <number>,
"denitrification_credit_kg_d": <number>,
"total_oxygen_kg_d": <number>,
"required_airflow_nm3_h": <number>,
"blower_capacity_oxygen_kg_d": <number>,
"oxygen_capacity_margin_kg_d": <number>,
"blower_shaft_power_kw": <number>,
"blower_input_power_kw": <number>,
"blower_motor_margin_kw": <number>,
"volatile_solids_destroyed_kg_d": <number>,
"biogas_m3_d": <number>,
"methane_m3_d": <number>,
"methane_energy_kwh_d": <number>,
"biogas_electric_energy_kwh_d": <number>,
"critical_process_load_kw": <number>,
"daily_process_energy_kwh": <number>,
"usable_bess_energy_kwh": <number>,
"onsite_energy_available_kwh": <number>,
"island_energy_margin_kwh": <number>,
"process_energy_intensity_kwh_m3": <number>,
"onsite_energy_fraction": <number>,
"feeder_current_a": <number>,
"feeder_voltage_drop_percent": <number>,
"voltage_drop_margin_percent": <number>,
"overall_pass_score": <number>
}