Inflow volume m3
inflow_volume_m3
Flood inflow volume
Scores if within ±3% of the reference value.
LIVEdataset aec-bench@releasetasks 552models 18disciplines 5last submission … · built …
electricalwith-tool
Coastal Pumpout Generator Autonomy Package
Calculates source-bound coastal pump-out continuity metrics from a deterministic SSC-04 task-owned source pack. The template combines flood inflow volume, pumped volume, storage margin, pump TDH and input power, emergency load, generator margin, fuel runtime, BESS runtime, access freeboard, and an overall synthetic pass score.
with-tool: The model is given an executable Python calculator script.
Standards
How this task is generated
One template produces many comparable benchmark tasks while keeping the scoring contract fixed.
01
Template
The reusable contract shown on this page.
02
Scenario
An archetype and site context are sampled.
03
Difficulty tier
Inputs may be hidden at harder tiers.
04
Task prompt
The model responds with the declared outputs.
Parameters
Inputs the model receives, and the outputs it is scored on.
Inputs
22 inputs
Always given
Included directly in every task prompt.
Show 22 inputs
Inflow rate
inflow_rate_m3_s
FLOOD-04-EVENT-07 inflow rate
0.28 m3/sEvent duration
event_duration_h
FLOOD-04-EVENT-07 event duration
4 hPump discharge
pump_discharge_m3_s
PUMP-04-DUTY-07 pump discharge
0.24 m3/sAvailable storage
available_storage_m3
PUMPSTA-04-SECTION-07 available storage
700 m3Flood level
flood_level_m
FLOOD-04-EVENT-07 flood level
3.4 mSump low level
sump_low_level_m
PUMPSTA-04-SECTION-07 sump low level
0.4 mPiping losses
piping_losses_m
PUMP-04-DUTY-07 piping losses
2.2 mPump efficiency
pump_efficiency
PUMP-04-DUTY-07 pump efficiency
0.74Motor efficiency
motor_efficiency
LOAD-04-ELEC-07 motor efficiency
0.92Active pump count
active_pump_count
PUMP-04-DUTY-07 active pump count
2Controls load
controls_load_kw
LOAD-04-ELEC-07 controls load
3.5 kWLighting load
lighting_load_kw
LOAD-04-ELEC-07 lighting load
1.2 kWGenerator capacity
generator_capacity_kw
BACKUP-04-FUEL-07 generator capacity
60 kWGenerator derate factor
generator_derate_factor
BACKUP-04-FUEL-07 generator derate factor
0.85Fuel volume
fuel_volume_l
BACKUP-04-FUEL-07 fuel volume
240 LFuel consumption
fuel_consumption_l_h
BACKUP-04-FUEL-07 fuel consumption
7.5 L/hRequired runtime
required_runtime_h
MEMO-04-CONTINUITY-07 required runtime
24 hBess capacity
bess_capacity_kwh
BACKUP-04-FUEL-07 BESS capacity
80 kWhBess usable fraction
bess_usable_fraction
BACKUP-04-FUEL-07 usable BESS fraction
0.9Minimum bess runtime
minimum_bess_runtime_h
MEMO-04-CONTINUITY-07 minimum BESS runtime
1.5 hAccess elevation
access_elevation_m
PUMPSTA-04-SECTION-07 access elevation
4 mRequired access freeboard
required_access_freeboard_m
MEMO-04-CONTINUITY-07 required access freeboard
0.35 m
Scored outputs
11 outputs
Pumped volume m3
pumped_volume_m3
Pumped volume during the event
Scores if within ±3% of the reference value.
Storage margin m3
storage_margin_m3
Available storage plus pumped volume minus inflow volume
Scores if within ±3% of the reference value.
Pump total dynamic head
pump_total_dynamic_head_m
Pump total dynamic head
Scores if within ±3% of the reference value.
Pump input power
pump_input_power_kw
Pump input power per active pump
Scores if within ±3% of the reference value.
Emergency load
emergency_load_kw
Emergency electrical load
Scores if within ±3% of the reference value.
Generator capacity margin
generator_capacity_margin_kw
Derated generator capacity minus emergency load
Scores if within ±3% of the reference value.
Fuel runtime margin h
fuel_runtime_margin_h
Fuel runtime minus required runtime
Scores if within ±3% of the reference value.
Bess runtime h
bess_runtime_h
Usable BESS energy divided by emergency load
Scores if within ±3% of the reference value.
Access freeboard margin
access_freeboard_margin_m
Access elevation minus flood level and required freeboard
Scores if within ±3% of the reference value.
Overall pass score
overall_pass_score
1.0 when pump-out continuity checks pass
Scores if within ±0.1% of the reference value.
Difficulty
Each template is sampled at three tiers. Harder tiers may hide inputs, forcing the model to infer them from the scenario description.
All inputs remain visible at every tier
For this template, difficulty scales through parameter and scenario ranges rather than hidden information.
- easy:
- All source-pack values given for the SSC-04 coastal pump-out package
- medium:
- All source-pack values given for the SSC-04 coastal pump-out package
- hard:
- All source-pack values given for the SSC-04 coastal pump-out package
Task bundle
The exact instruction and parameter contract used to generate this task, pinned to the published library source.
/workspace
- instruction.md
- coastal-pumpout-generator-autonomy-package_calc.py
Teal lines show Jinja input conditions, not task visibility policy. A line renders only when that input or tool is visible.
1You are an electrical/coastal resilience engineer checking a task-owned synthetic SSC-04 coastal pump-out and generator autonomy package.2 3Use only the task-owned synthetic source pack values shown below for numeric grading. External pump-station, flood-event, emergency-power, fuel-autonomy, BESS, and operational-continuity workflows shape the practice context only; they are not extra data sources for this instance.4 5## Scene6 7- Product family: `SSC-04-LH-07`8- Pump station section: `PUMPSTA-04-SECTION-07`9- Flood event table: `FLOOD-04-EVENT-07`10- Pump duty sheet: `PUMP-04-DUTY-07`11- Electrical load schedule: `LOAD-04-ELEC-07`12- Backup fuel and BESS sheet: `BACKUP-04-FUEL-07`13- Continuity memo: `MEMO-04-CONTINUITY-07`14 15## Source Values16 17| Item | Value |18|------|-------|19| Inflow rate | {{ inflow_rate_m3_s }} m3/s |20| Event duration | {{ event_duration_h }} h |21| Pump discharge | {{ pump_discharge_m3_s }} m3/s |22| Available storage | {{ available_storage_m3 }} m3 |23| Flood level | {{ flood_level_m }} m |24| Sump low level | {{ sump_low_level_m }} m |25| Piping losses | {{ piping_losses_m }} m |26| Pump efficiency | {{ pump_efficiency }} |27| Motor efficiency | {{ motor_efficiency }} |28| Active pump count | {{ active_pump_count }} |29| Controls load | {{ controls_load_kw }} kW |30| Lighting load | {{ lighting_load_kw }} kW |31| Generator capacity | {{ generator_capacity_kw }} kW |32| Generator derate factor | {{ generator_derate_factor }} |33| Fuel volume | {{ fuel_volume_l }} L |34| Fuel consumption | {{ fuel_consumption_l_h }} L/h |35| Required runtime | {{ required_runtime_h }} h |36| BESS capacity | {{ bess_capacity_kwh }} kWh |37| BESS usable fraction | {{ bess_usable_fraction }} |38| Minimum BESS runtime | {{ minimum_bess_runtime_h }} h |39| Access elevation | {{ access_elevation_m }} m |40| Required access freeboard | {{ required_access_freeboard_m }} m |41 42## Checks43 44- Inflow volume equals inflow rate times event duration times 3600.45- Pumped volume equals pump discharge times event duration times 3600.46- Storage margin equals available storage plus pumped volume minus inflow volume.47- Pump total dynamic head equals flood level minus sump low level plus piping losses.48- Pump input power equals `1000 x 9.81 x pump discharge x total dynamic head / 1000 / (pump efficiency x motor efficiency)`.49- Emergency load equals pump input power times active pump count plus controls and lighting loads.50- Generator capacity margin equals derated generator capacity minus emergency load.51- Fuel runtime margin equals fuel volume divided by consumption rate minus required runtime.52- BESS runtime equals usable BESS energy divided by emergency load.53- Access freeboard margin equals access elevation minus flood level and required access freeboard.54- Overall pass score is `1.0` only when storage, generator, fuel, BESS runtime, and access checks pass; otherwise it is `0.0`.55 56## Output Format57 58Write a compact continuity memo to `/workspace/output.md`. Include a source-boundary statement that this is a task-owned synthetic source pack. Preserve the object IDs above and state whether the baseline source pack passes the current docs-only checks.59 60Do not claim authority approval, accepted project evidence, software export validity, full standards compliance, executable real source-pack parsing, generated benchmark readiness, or benchmark readiness.61 62Include a fenced JSON block with exactly these numeric keys:63 64```json65{66 "inflow_volume_m3": <numeric_value>,67 "pumped_volume_m3": <numeric_value>,68 "storage_margin_m3": <numeric_value>,69 "pump_total_dynamic_head_m": <numeric_value>,70 "pump_input_power_kw": <numeric_value>,71 "emergency_load_kw": <numeric_value>,72 "generator_capacity_margin_kw": <numeric_value>,73 "fuel_runtime_margin_h": <numeric_value>,74 "bess_runtime_h": <numeric_value>,75 "access_freeboard_margin_m": <numeric_value>,76 "overall_pass_score": <numeric_value>77}78```79 Scenario archetypes
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.
Ssc04 coastal pumpout case
ssc04_coastal_pumpout_case
Coastal pump-out and generator autonomy case
Parameter ranges
- inflow_rate_m3_s
- 0.28
- event_duration_h
- 4
- pump_discharge_m3_s
- 0.24
- available_storage_m3
- 700
- flood_level_m
- 3.4
- sump_low_level_m
- 0.4
- piping_losses_m
- 2.2
- pump_efficiency
- 0.74
- motor_efficiency
- 0.92
- active_pump_count
- 2
- controls_load_kw
- 3.5
- lighting_load_kw
- 1.2
- generator_capacity_kw
- 60
- generator_derate_factor
- 0.85
- fuel_volume_l
- 240
- fuel_consumption_l_h
- 7.5
- required_runtime_h
- 24
- bess_capacity_kwh
- 80
- bess_usable_fraction
- 0.9
- minimum_bess_runtime_h
- 1.5
- access_elevation_m
- 4
- required_access_freeboard_m
- 0.35
Example task
ssc04-coastal-pumpout-case-preview — hard difficulty, all inputs given.
Coastal pump-out and generator autonomy case. Required outputs: inflow_volume_m3, pumped_volume_m3, storage_margin_m3, pump_total_dynamic_head_m, pump_input_power_kw, emergency_load_kw
The model sees
Scenario context and visible inputs.
- inflow_rate_m3_s
- 0.28 to 0.28 m3/s
- event_duration_h
- 4 to 4 h
- pump_discharge_m3_s
- 0.24 to 0.24 m3/s
- available_storage_m3
- 700 to 700 m3
- flood_level_m
- 3.4 to 3.4 m
- sump_low_level_m
- 0.4 to 0.4 m
- piping_losses_m
- 2.2 to 2.2 m
- pump_efficiency
- 0.74 to 0.74
- motor_efficiency
- 0.92 to 0.92
- active_pump_count
- 2 to 2
- controls_load_kw
- 3.5 to 3.5 kW
- lighting_load_kw
- 1.2 to 1.2 kW
- generator_capacity_kw
- 60 to 60 kW
- generator_derate_factor
- 0.85 to 0.85
- fuel_volume_l
- 240 to 240 L
- fuel_consumption_l_h
- 7.5 to 7.5 L/h
- required_runtime_h
- 24 to 24 h
- bess_capacity_kwh
- 80 to 80 kWh
- bess_usable_fraction
- 0.9 to 0.9
- minimum_bess_runtime_h
- 1.5 to 1.5 h
- access_elevation_m
- 4 to 4 m
- required_access_freeboard_m
- 0.35 to 0.35 m
Executable tool: coastal-pumpout-generator-autonomy-package_calc.py
The model must infer
Inputs withheld at this difficulty.
Nothing. All inputs are supplied.
The model must produce
The scored JSON answer schema.
{
"inflow_volume_m3": <number>,
"pumped_volume_m3": <number>,
"storage_margin_m3": <number>,
"pump_total_dynamic_head_m": <number>,
"pump_input_power_kw": <number>,
"emergency_load_kw": <number>,
"generator_capacity_margin_kw": <number>,
"fuel_runtime_margin_h": <number>,
"bess_runtime_h": <number>,
"access_freeboard_margin_m": <number>,
"overall_pass_score": <number>
}- inflow_volume_m3 · scored within ±3%
- pumped_volume_m3 · scored within ±3%
- storage_margin_m3 · scored within ±3%
- pump_total_dynamic_head_m · scored within ±3%
- pump_input_power_kw · scored within ±3%
- emergency_load_kw · scored within ±3%
- generator_capacity_margin_kw · scored within ±3%
- fuel_runtime_margin_h · scored within ±3%
- bess_runtime_h · scored within ±3%
- access_freeboard_margin_m · scored within ±3%
- overall_pass_score · scored within ±0.1%