Robot atau manusia?
Solar farm inspection
Manual inspection (handheld thermal, walking rows) vs Drone thermography
Estimasi model Whirrwork, bukan fakta. Metodologi · Rekam jejak
On these numbers the robot option is clearly cheaper.
Amerika Serikat · USD · BLS OEWS May 2025 national medians by SOC occupation
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Hasil
| Opsi | Per bulan | Per tahun | Per unit (MW) | Biaya awal | Masa balik modal | Break-even utilisation | 5-year NPV vs baseline |
|---|---|---|---|---|---|---|---|
| Manusia Manual inspection Pembanding | US$41.667 | US$500.000 | US$10.000 | — | — | — | — |
| Robot Drone thermography | US$19.896 | US$238.750 | US$4.775 | — | immediate | — | US$1.142.327 |
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.
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. Estimasi model Whirrwork, bukan fakta.
Tahun titik temu biaya: sudah
What the spreadsheet misses
- Keselamatan
- Less walking among live DC strings in the heat.
- Kualitas
- Full-coverage thermal maps to IEC 62446-3 are hard to match on foot.
- Fleksibilitas
- Technicians fix connectors as they go.
- Edge cases
- Irradiance has to be high enough for useful thermal images: weather dictates the schedule.
- Customer experience
- Asset owners get comparable reports year on year.
- Jobs and redeployment
- O&M crews spend more time fixing, less finding.
- Regulasi
- Drone rules near substations and airports.
Terkait
- Pemeriksaan suhu panas pertanian matahari Prices and providers for this job
- Essay: when robots beat humans on cost
- Proyeksi
- Metodologi
- API and MCP tool
- Research hub
Sumber di halaman ini
Catatan dan sumber berbahasa Inggris; versi bahasa Inggris menjadi acuan.
- Drone inspection cost vs traditional methods: tower climb $800-$1,500 vs drone $350-$600; roof ladder $300-$800 vs drone $150-$400; solar manual $0.008-$0.012/W vs drone $0.003-$0.006/W AeroDeploy (drone inspection company), 2026 · vendor
- Occupational Employment and Wage Statistics, May 2025 (median hourly wage by occupation) U.S. Bureau of Labor Statistics, 2025-05
- 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
- 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
- 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
- Rates and thresholds for employers 2025 to 2026 (employer Class 1 NIC 15% above £5,000) HM Revenue & Customs, 2025-04-06
- 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
- Average monthly earnings of employees by sex and economic activity, DF_EAR_EMTA_SEX_ECO_CUR_NB ILOSTAT (International Labour Organization), 2022
- 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
- Euro foreign exchange reference rates (cross rates to USD), via Frankfurter European Central Bank, 2026-10-23
- 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
- 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