Data Analytics report

Annual AC Cost for the Four Rooms

Booking-led heating and cooling estimate for the four enclosed Traunsee Escape rooms in Gschwandt.

Executive Summary

  • Expect roughly €700Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb–€1,000Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb net per year for AC electricity. The planning case is €714Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb for 3.1 MWh, with only the four enclosed rooms conditioned around bookings.
  • Carry €1,800Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb net per year (€150Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb/month) in the operating budget initially. That is more than twice the planning result and protects against a colder hall, longer preheating and weaker real-world efficiency.
  • The extreme stress case is about €2,600Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb net per year. It combines a 4Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb °C winter hall, 75%Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb utilization, full design airflow, weaker insulation and lower heat-pump efficiency.
  • Cooling is not the cost driver. With no direct solar exposure, heating and warm-up account for most annual energy; summer cooling remains concentrated in occupied rooms.
Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb

Booking-led zoning keeps the expected bill low

The result assumes each indoor unit runs only when its room has bookings, with a setback between uses. It does not assume that the four rooms or the 355 m² hall are held at comfort temperature all week.

The €714Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb planning case is the working expectation. The €226Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb lean case shows the lower boundary if the hall stays comparatively warm and utilization is light. The €2,600Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb case is deliberately stacked against the project and should be treated as a stress test, not as the forecast.

Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb
Annual AC electricity cost by scenario
Annual AC electricity cost by scenario data
ScenarioAnnual costAC electricityDelivered heatingDelivered cooling
Lean226 €1,129 kWh2,977 kWh320 kWh
Planning714 €3,103 kWh8,785 kWh442 kWh
Cold / busy2,602 €9,293 kWh23,798 kWh1,041 kWh

Scenario assumptions and annual result

Source: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql
Scenario assumptions and annual result
ScenarioUtilizationWinter hall floorAC electricityAnnual net cost
Lean30%Source: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql11 °CSource: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql1,129 kWh/aSource: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql226 €Source: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql
Planning50%Source: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql8 °CSource: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql3,103 kWh/aSource: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql714 €Source: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql
Cold / busy75%Source: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql4 °CSource: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql9,293 kWh/aSource: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql2,602 €Source: Reviewed annual HVAC scenario rowsFile: docs/02-financials/hvac-annual-cost-report/scenario-summary.sql

The building shell is favorable, but the new room walls are still an assumption

The venue certificate supports the low-cost direction: average shell U-value 0.26Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf W/m²K, exterior walls 0.15Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf, roof 0.11Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf and ground floor 0.31Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf. It records 4,021Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf heating-degree days, a −14.4Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf °C design temperature and 49.7 kWh/m²a reference heating demand.

Scaling 49.7 kWh/m²a to 190 m² gives a useful 9.4 MWh thermal heating anchor. The bottom-up planning model produces 8.8 MWh, which is close enough to pass a reasonableness check despite the different room-in-room geometry and intermittent use. The new drywall U-value of 0.45Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf is not measured and must be replaced by the final assembly.

Source: Gillesberger 2023 energy certificateFile: docs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf

Weather basis

The monthly profile uses 8,760Source: European Commission JRC PVGIS TMY API documentation hourly observations from the European Commission JRC PVGIS typical meteorological year for the exact site coordinates. The dataset reports a 451 mSource: European Commission JRC PVGIS TMY API documentation model elevation, closely matching the certificate's 449 mSource: European Commission JRC PVGIS TMY API documentation site elevation, and 3,787Source: European Commission JRC PVGIS TMY API documentation degree-days at an 18Source: European Commission JRC PVGIS TMY API documentation °C base.

Source: European Commission JRC PVGIS TMY API documentation

Most AC electricity is spent from October through March

The planning case averages €59Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb/month, but that average hides the seasonality. Typical winter months are around €80Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb–€100Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb; June through August are only about €14Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb–€15 because the rooms are inside the insulated hall and have no direct solar gain.

This is also why multi-split heating capacity should be selected for the coldest occupied hour, even though annual electricity use is modest. Peak kW and annual kWh are different questions.

Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb
Planning-case AC electricity cost by month
Planning-case AC electricity cost by month data
MonthNet AC electricity costAC electricityHeating electricityCooling electricity
Jan100.3 €436 kWh408.1 kWh0 kWh
Feb92.2 €400.9 kWh372.9 kWh0 kWh
Mar88.5 €384.9 kWh356.3 kWh0.7 kWh
Apr43.7 €190.1 kWh155.7 kWh6.4 kWh
May58.7 €255 kWh223.4 kWh3.7 kWh
Jun14.8 €64.4 kWh10 kWh26.5 kWh
Jul15.1 €65.5 kWh9.7 kWh27.8 kWh
Aug14.4 €62.5 kWh8.2 kWh26.3 kWh
Sep31.5 €136.9 kWh97.8 kWh11.2 kWh
Oct76.8 €334.1 kWh304.1 kWh2 kWh
Nov82.8 €360.2 kWh331.6 kWh0.6 kWh
Dec94.8 €412.4 kWh384.4 kWh0 kWh

The flagship uses the most energy; the party room is intermittent

The 70 m² flagship accounts for about €265Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb of the planning result. Each 40 m² small room is about €183Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb. The party room is about €83 because the model carries one party slot per operating day and conditions it on fewer days, even though its occupied airflow and people load are high.

Source: Traunsee Escape annual AC operating-cost modelFile: analysis/hvac_annual_operating_cost.ipynb

Planning-case cost by room

Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql
Planning-case cost by room
RoomAreaAC electricityAnnual net cost
Flagship70 m²Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql1,152.3 kWh/aSource: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql265 €Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql
Small A40 m²Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql794.3 kWh/aSource: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql182.7 €Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql
Small B40 m²Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql794.3 kWh/aSource: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql182.7 €Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql
Party40 m²Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql361.9 kWh/aSource: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql83.2 €Source: Reviewed Planning scenario room rowsFile: docs/02-financials/hvac-annual-cost-report/planning-rooms.sql

Use €0.23Source: E-Control Gewerbe-Strompreis-Monitor, August 2026/kWh net as a planning rate, not a tariff quote

E-Control's August 2026 commercial monitor shows material variation between providers and consumption bands and includes energy, grid costs, taxes and levies. The model therefore uses a transparent €0.23Source: E-Control Gewerbe-Strompreis-Monitor, August 2026/kWh net planning rate and tests €0.20Source: E-Control Gewerbe-Strompreis-Monitor, August 2026–€0.28Source: E-Control Gewerbe-Strompreis-Monitor, August 2026. The actual business contract and meter profile can move the euro result even when physical consumption is unchanged.

Source: E-Control Gewerbe-Strompreis-Monitor, August 2026

Recommended next steps

  1. Carry €1,800 net/year for the four-room AC electricity line until the first winter.
  2. Place a temperature logger in the unheated hall for one cold week; this is the most valuable missing input.
  3. Give the contractor the final wall/ceiling build-up, 1,050–1,200 m³/h simultaneous airflow case, room schedule and the −14.4 °C design temperature.
  4. Ask the quote to state room-by-room heat load, low-temperature output, SCOP, minimum modulation and standby power.
  5. Sub-meter both outdoor units and replace the estimate after the first full heating season.

Further questions

  • Will rooms be brought to temperature only for bookings, or held at 15–18 °C throughout every operating day?
  • What is the actual insulated drywall and ceiling specification?
  • How warm does Hall 2 remain in an unheated January week, including heat from neighboring units and the floor below?
  • Will ventilation be demand-controlled by room CO₂, or run at full design flow whenever any room is occupied?
  • Is reception added to the same multi-split operating-cost line later?

Caveats and assumptions

This is a planning estimate, not a statutory heat-load calculation, energy certificate for the tenant unit or equipment quote. It excludes reception, conditioning the unused hall, ventilation-fan electricity, maintenance and demand charges. It assumes heat can be delivered by the multi-split in winter without material resistance backup. The 14 August decision to use concealed ducted indoor units has not yet been recalibrated for the selected units' fan power and external static pressure. Room construction, hall temperature, operating hours, actual occupancy, fresh-air control, refrigerant layout and selected-unit performance can all change the result.

Sources

  1. Traunsee Escape annual AC operating-cost modelanalysis/hvac_annual_operating_cost.ipynb
  2. Reviewed annual HVAC scenario rowsdocs/02-financials/hvac-annual-cost-report/scenario-summary.sql
  3. Reviewed monthly Planning scenario rowsdocs/02-financials/hvac-annual-cost-report/planning-monthly.sql
  4. Reviewed Planning scenario room rowsdocs/02-financials/hvac-annual-cost-report/planning-rooms.sql
  5. Gillesberger 2023 energy certificatedocs/01-venue/sources/energieausweis-neubau-betriebsgebaeude-gillesberger-2023.pdf
  6. European Commission JRC PVGIS TMY API documentation
  7. E-Control Gewerbe-Strompreis-Monitor, August 2026
  8. Traunsee Escape 24-month financial modelanalysis/escape_house_financial_model.py
  9. Traunsee Escape heating, cooling and ventilation plandocs/07-operations/heating-cooling-and-ventilation.md