LIVEdataset aec-bench@releasetasks 552models 18last submission · built
electricalwith-tool

Room Occupancy Lighting Access Control Package

Calculates source-bound room operations metrics from a deterministic SSC-08 task-owned source pack. The template combines occupant load, lumen-method illuminance, uniformity, lighting energy intensity, access reader capacity, backup battery requirement, and an overall synthetic pass score.

with-tool: The model is given an executable Python calculator script.

How this task is generated

One template produces many comparable benchmark tasks while keeping the scoring contract fixed.

  1. 01

    Template

    The reusable contract shown on this page.

  2. 02

    Scenario

    An archetype and site context are sampled.

  3. 03

    Difficulty tier

    Inputs may be hidden at harder tiers.

  4. 04

    Task prompt

    The model responds with the declared outputs.

Parameters

Inputs the model receives, and the outputs it is scored on.

Inputs

19 inputs

Always given

Included directly in every task prompt.

19
Show 19 inputs
  • Room area

    room_area_m2

    ROOM-08-PLAN-02 room area

    240 m2
  • Area per occupant m2

    area_per_occupant_m2

    OCC-08-SCHED-02 area per occupant

    6 m2/person
  • Luminaire lumens

    luminaire_lumens

    LGT-08-LAYOUT-02 luminaire lumens

    3600 lm
  • Luminaire count

    luminaire_count

    LGT-08-LAYOUT-02 luminaire count

    12
  • Light loss factor

    light_loss_factor

    LGT-08-LAYOUT-02 light loss factor

    0.8
  • Utilization factor

    utilization_factor

    LGT-08-LAYOUT-02 utilization factor

    0.65
  • Minimum illuminance

    minimum_illuminance_lux

    LGT-08-LAYOUT-02 minimum illuminance

    72 lux
  • Target illuminance

    target_illuminance_lux

    MEMO-08-ROOM-02 target illuminance

    90 lux
  • Minimum uniformity ratio

    minimum_uniformity_ratio

    MEMO-08-ROOM-02 minimum uniformity ratio

    0.7
  • Luminaire power

    luminaire_power_w

    ENERGY-08-PROFILE-02 luminaire power

    32 W
  • Operating hours per year

    operating_hours_per_year

    ENERGY-08-PROFILE-02 annual operating hours

    3200 h/y
  • Max leni

    max_leni_kwh_m2_y

    ENERGY-08-PROFILE-02 maximum LENI

    6 kWh/m2-y
  • Access door count

    access_door_count

    ACC-08-DEV-02 access door count

    3
  • Readers per door

    readers_per_door

    ACC-08-DEV-02 readers per door

    2
  • Controller reader capacity

    controller_reader_capacity

    ACC-08-DEV-02 controller reader capacity

    8
  • Reader load

    reader_load_w

    ACC-08-DEV-02 reader load

    8 W
  • Controller panel load

    controller_panel_load_w

    ACC-08-DEV-02 panel load

    25 W
  • Backup runtime

    backup_runtime_h

    ACC-08-DEV-02 backup runtime

    4 h
  • Battery derate factor

    battery_derate_factor

    ACC-08-DEV-02 battery derate factor

    0.85

Scored outputs

10 outputs

Design occupants

design_occupants

Ceiling of room area divided by area per occupant

Scores if within ±0.1% of the reference value.

Average illuminance lux

average_illuminance_lux

Average illuminance by lumen method

Scores if within ±3% of the reference value.

Illuminance margin lux

illuminance_margin_lux

Average illuminance minus target illuminance

Scores if within ±3% of the reference value.

Uniformity ratio

uniformity_ratio

Minimum illuminance divided by average illuminance

Scores if within ±0.3% of the reference value.

Lighting power density w m2

lighting_power_density_w_m2

Lighting power density

Scores if within ±3% of the reference value.

Leni kwh m2 y

leni_kwh_m2_y

Annual lighting energy intensity

Scores if within ±3% of the reference value.

Access reader count

access_reader_count

Access reader count

Scores if within ±0.1% of the reference value.

Access controller spare points

access_controller_spare_points

Controller spare reader points

Scores if within ±0.1% of the reference value.

Access battery required wh

access_battery_required_wh

Required access-control backup battery energy

Scores if within ±3% of the reference value.

Overall pass score

overall_pass_score

1.0 when room operations 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-08 room operations package
medium:
All source-pack values given for the SSC-08 room operations package
hard:
All source-pack values given for the SSC-08 room operations package

Task bundle

The exact instruction and parameter contract used to generate this task, pinned to the published library source.

/workspace

  • instruction.md
  • room-occupancy-lighting-access-control-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/building-services engineer checking a task-owned synthetic SSC-08 room occupancy, lighting energy, and access-control package.2 3Use only the task-owned synthetic source pack values shown below for numeric grading. External room occupancy, lumen-method lighting, lighting energy, access-control, and operations-memo workflows shape the practice context only; they are not extra data sources for this instance.4 5## Scene6 7- Product family: `SSC-08-LH-02`8- Room plan: `ROOM-08-PLAN-02`9- Occupancy schedule: `OCC-08-SCHED-02`10- Lighting layout: `LGT-08-LAYOUT-02`11- Access device list: `ACC-08-DEV-02`12- Energy profile: `ENERGY-08-PROFILE-02`13- Room operations memo: `MEMO-08-ROOM-02`14 15## Source Values16 17| Item | Value |18|------|-------|19| Room area | {{ room_area_m2 }} m2 |20| Area per occupant | {{ area_per_occupant_m2 }} m2/person |21| Luminaire lumens | {{ luminaire_lumens }} lm |22| Luminaire count | {{ luminaire_count }} |23| Light loss factor | {{ light_loss_factor }} |24| Utilization factor | {{ utilization_factor }} |25| Minimum illuminance | {{ minimum_illuminance_lux }} lux |26| Target illuminance | {{ target_illuminance_lux }} lux |27| Minimum uniformity ratio | {{ minimum_uniformity_ratio }} |28| Luminaire power | {{ luminaire_power_w }} W |29| Operating hours | {{ operating_hours_per_year }} h/y |30| Maximum LENI | {{ max_leni_kwh_m2_y }} kWh/m2-y |31| Access door count | {{ access_door_count }} |32| Readers per door | {{ readers_per_door }} |33| Controller reader capacity | {{ controller_reader_capacity }} |34| Reader load | {{ reader_load_w }} W |35| Controller panel load | {{ controller_panel_load_w }} W |36| Backup runtime | {{ backup_runtime_h }} h |37| Battery derate factor | {{ battery_derate_factor }} |38 39## Checks40 41- Design occupants equal the ceiling of room area divided by area per occupant.42- Average illuminance equals luminaire lumens times luminaire count times light loss factor times utilization factor divided by room area.43- Illuminance margin equals average illuminance minus target illuminance.44- Uniformity ratio equals minimum illuminance divided by average illuminance.45- Lighting power density equals luminaire power times luminaire count divided by room area.46- LENI equals annual lighting energy divided by room area.47- Access reader count equals access doors times readers per door.48- Access spare points equal controller reader capacity minus reader count.49- Access battery required equals access-control load times backup runtime divided by battery derate factor.50- Overall pass score is `1.0` only when illuminance, uniformity, LENI, and access-controller checks pass; otherwise it is `0.0`.51 52## Output Format53 54Write a compact room operations 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.55 56Do not claim authority approval, accepted project evidence, software export validity, full standards compliance, executable real source-pack parsing, generated benchmark readiness, or benchmark readiness.57 58Include a fenced JSON block with exactly these numeric keys:59 60```json61{62 "design_occupants": <numeric_value>,63 "average_illuminance_lux": <numeric_value>,64 "illuminance_margin_lux": <numeric_value>,65 "uniformity_ratio": <numeric_value>,66 "lighting_power_density_w_m2": <numeric_value>,67 "leni_kwh_m2_y": <numeric_value>,68 "access_reader_count": <numeric_value>,69 "access_controller_spare_points": <numeric_value>,70 "access_battery_required_wh": <numeric_value>,71 "overall_pass_score": <numeric_value>72}73```74

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.

Ssc08 room operations case

ssc08_room_operations_case

Room occupancy, lighting energy, and access-control case

ssc08-room-operations
Parameter ranges

Example task

ssc08-room-operations-ssc08-room-operations-case-previewhard difficulty, all inputs given.

Room occupancy, lighting energy, and access-control case. ssc08-room-operations. Required outputs: design_occupants, average_illuminance_lux, illuminance_margin_lux, uniformity_ratio, lighting_power_density_w_m2, leni_kwh_m2_y

The model sees

Scenario context and visible inputs.

room_area_m2
240 to 240 m2
area_per_occupant_m2
6 to 6 m2/person
luminaire_lumens
3600 to 3600 lm
luminaire_count
12 to 12
light_loss_factor
0.8 to 0.8
utilization_factor
0.65 to 0.65
minimum_illuminance_lux
72 to 72 lux
target_illuminance_lux
90 to 90 lux
minimum_uniformity_ratio
0.7 to 0.7
luminaire_power_w
32 to 32 W
operating_hours_per_year
3200 to 3200 h/y
max_leni_kwh_m2_y
6 to 6 kWh/m2-y
access_door_count
3 to 3
readers_per_door
2 to 2
controller_reader_capacity
8 to 8
reader_load_w
8 to 8 W
controller_panel_load_w
25 to 25 W
backup_runtime_h
4 to 4 h
battery_derate_factor
0.85 to 0.85

Executable tool: room-occupancy-lighting-access-control-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.

{
  "design_occupants": <number>,
  "average_illuminance_lux": <number>,
  "illuminance_margin_lux": <number>,
  "uniformity_ratio": <number>,
  "lighting_power_density_w_m2": <number>,
  "leni_kwh_m2_y": <number>,
  "access_reader_count": <number>,
  "access_controller_spare_points": <number>,
  "access_battery_required_wh": <number>,
  "overall_pass_score": <number>
}
  • design_occupants · scored within ±0.1%
  • average_illuminance_lux · scored within ±3%
  • illuminance_margin_lux · scored within ±3%
  • uniformity_ratio · scored within ±0.3%
  • lighting_power_density_w_m2 · scored within ±3%
  • leni_kwh_m2_y · scored within ±3%
  • access_reader_count · scored within ±0.1%
  • access_controller_spare_points · scored within ±0.1%
  • access_battery_required_wh · scored within ±3%
  • overall_pass_score · scored within ±0.1%