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¿Robot o humano?

Wind turbine blade inspection

Rope-access blade inspection vs Drone blade inspection

Estimaciones modeladas por Whirrwork, no hechos. Metodología · Historial de aciertos

Humano · Al año112.500 US$Rope access
Robot · Al año31.500 US$Drone inspection
Plazo de recuperaciónimmediate
Año de cruceyaBase-case year (earliest to latest across scenarios)

On these numbers the robot option is clearly cheaper.

Estados Unidos · USD · BLS OEWS May 2025 national medians by SOC occupation

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Carga de trabajo
Supuesto

Turbines inspected per year.

Supuesto

Hours per day.

Supuesto

Days per month.

Supuesto

Months per year.

Personal

BLS OEWS May 2025 national median hourly wage, SOC 49-9052.

Wages and salaries were 70.0% of total employer compensation cost for private industry workers in June 2026 (ECEC), so total cost = wage / 0.70.

Nominal 4.4% a year, 2015-2025 (ILOSTAT hourly earnings).

Precios
Calculado skyvisor.ai

Midpoint of rope-access inspection $1,500-$3,000 per turbine (drone software vendor's figures).

Calculado skyvisor.ai

Midpoint of drone inspection $300-$600 per turbine (same source). French farm campaigns: €350-€700.

Robot
Supuesto

Share of turbines needing rope access anyway (repairs, lightning-protection tests).

Supuesto

Electricity price per kWh (USD). Check your bill; energy is rarely a big line.

Finanzas
Supuesto

Annual financing / discount rate. Nobody publishes yours; 8% is a round mid-2026 commercial borrowing guess.

Supuesto

Years in the NPV comparison.

Supuesto

Share of a human service price that is labour (rises with wages). Used to escalate and to adjust US service prices to other countries.

Supuesto

Share of a robot service price that is labour (pilot, technician). The rest is equipment, which learning curves make cheaper.

Supuesto

Share of a lease or RaaS fee that pays for hardware (learns down). The rest is service and support (moves with wages).

Download these results (CSV)

Resultados

OpciónAl mesAl añoPer unit (turbine)Inversión inicialPlazo de recuperaciónBreak-even utilisation5-year NPV vs baseline
Humano Rope access Referencia 9375 US$112.500 US$2250 US$— — — —
Robot Drone inspection 2625 US$31.500 US$630 US$— immediate — 351.010 US$

What moves the answer most

Each bar shows the 5-year NPV of the best robot option when one input moves to the low or high end of its range, with the rest held at your values.

5-year NPV vs baseline: Drone inspection5-year NPV vs baseline: Drone inspectionWorkloadlow value: 5 → 35.101 US$high value: 500 → 3.510.098 US$Rope accesslow value: 1500 → 205.336 US$high value: 5000 → 885.146 US$Drone inspectionlow value: 300 → 379.680 US$high value: 1500 → 150.317 US$Work that stays humanlow value: 0.03 → 378.311 US$high value: 0.3 → 273.008 US$Financing and discount ratelow value: 0.05 → 377.787 US$high value: 0.12 → 319.238 US$Wage growth per yearlow value: 0.0236 → 342.516 US$high value: 0.0636 → 359.829 US$351.010 US$0low valuehigh valueSource: Whirrwork Robot-or-Human model v1.0.0 (whirrwork.com/tools/robot-vs-human/wind-turbine-inspection/). Modelled estimate, not a fact.

Cost per unit to 2035

Real terms (today's money). Robot hardware follows Wright's law; wages follow each country's history. Shaded band: robots-slow to robots-fast scenarios. Estimaciones modeladas por Whirrwork, no hechos.

ChartCosto humano por unidad (Base), Costo del robot por unidad (Base), Costo del robot por unidad (Robots: avance rápido), Costo del robot por unidad (Robots: avance lento). Source: Whirrwork Robot-or-Human model v1.0.0 (whirrwork.com/tools/robot-vs-human/wind-turbine-inspection/). Modelled estimate, not a fact.0,00 US$1000 US$2000 US$2026202720282029203020312032203320342035USD / turbinescenario rangeCosto humano por unidad (Base)Costo del robot por unidad (Base)Costo del robot por unidad (Robot…Costo del robot por unidad (Robot…Source: Whirrwork Robot-or-Human model v1.0.0 (whirrwork.com/tools/robot-vs-human/wind-turbine-inspection/). Modelled e…

Año de cruce: ya

What the spreadsheet misses

Seguridad
Fewer technicians hanging off 80-metre blades.
Calidad
High-resolution images enable year-on-year damage tracking.
Flexibilidad
Rope teams repair leading-edge erosion on the same visit.
Edge cases
Offshore weather windows; wind above limits grounds drones too.
Customer experience
Less turbine downtime per inspection is the operator's main gain.
Jobs and redeployment
Technicians move to repair, which drones flag more of.
Regulación
Aviation rules for drones; offshore permits.

Relacionado

Fuentes de esta página

Las notas y las fuentes están en inglés; la versión en inglés es la de referencia.

  1. Wind turbine inspection costs: rope access $1,500-$3,000 per turbine vs drone $300-$600 SkyVisor (drone inspection software company), 2026-10 · vendor
  2. Occupational Employment and Wage Statistics, May 2025 (median hourly wage by occupation) U.S. Bureau of Labor Statistics, 2025-05
  3. Employer Costs for Employee Compensation, June 2026: wages and salaries 70.0% of private-industry compensation (series CMU2020000000000P) U.S. Bureau of Labor Statistics, 2026-06
  4. Mean nominal hourly earnings of employees by sex and occupation (ISCO-08), DF_EAR_EHRA_SEX_OCU_CUR_NB ILOSTAT (International Labour Organization), from national labour force and earnings surveys, 2025
  5. Labour cost levels by NACE Rev. 2 activity (lc_lci_lev): Germany 2022-2025, total labour cost vs wages and salaries per hour Eurostat, 2025
  6. Rates and thresholds for employers 2025 to 2026 (employer Class 1 NIC 15% above £5,000) HM Revenue & Customs, 2025-04-06
  7. 令和6年賃金構造基本統計調査 (Basic Survey on Wage Structure 2024), table 1 by occupation Ministry of Health, Labour and Welfare, Japan (via e-Stat), 2024-06
  8. Average monthly earnings of employees by sex and economic activity, DF_EAR_EMTA_SEX_ECO_CUR_NB ILOSTAT (International Labour Organization), 2022
  9. Average annual wage of employed persons in urban units in 2024 (by position and by region) National Bureau of Statistics of China, 2025-05-20
  10. Euro foreign exchange reference rates (cross rates to USD), via Frankfurter European Central Bank, 2026-10-23
  11. Wright, T. P. (1936). Factors affecting the cost of airplanes. Journal of the Aeronautical Sciences, 3(4), 122-128 Journal of the Aeronautical Sciences, 1936
  12. Nagy, B., Farmer, J. D., Bui, Q. M., & Trancik, J. E. (2013). Statistical basis for predicting technological progress. PLoS ONE, 8(2), e52669 (62 technologies; Wright's law among the best hindcasters; errors grow with horizon) PLoS ONE, 2013