Review and quantification of major risks in wind farm development and operation
With declining subsidies and tightening project margins, wind energy investments are increasingly exposed to a wide range of technical, operational, market, and system-level risks. Understanding how these risks interact across project life cycle phases is essential for translating them into economic impact metrics. This study combines expert elicitation, structured survey results, and targeted literature review to identify and categorize the major risks affecting wind energy projects during both development and operation. These risks are clustered into four overarching sector challenges spanning long-term asset viability, component reliability, operation and maintenance performance, and rapid technology upscaling. To illustrate the potential economic relevance of these challenges, simplified scenario-based techno-economic impact assessments are conducted using a representative offshore wind farm case study. The analysis offers order-of-magnitude insights into how different risk categories propagate into economic performance indicators such as net present value (NPV) and levelized cost of energy (LCOE). The results demonstrate that different risks exhibit distinct economic signatures: some primarily shift mean outcomes, whereas others produce losses that are skewed towards worst-case outcomes, with rare but severe events dominating the overall risk profile. This work does not propose a complete solution for capturing the full complexity of wind energy risks. Instead, it demonstrates the limitations of fragmented risk treatment and provides a starting point for developing integrated de-risking frameworks.
Authors
- Moritz Gräfe (ORCID: https://orcid.org/0000-0002-8541-2324)
- Athanasios Kolios (ORCID: https://orcid.org/0000-0001-6711-641X)
- Matt Shields
- Rajasekhar Pulikollu
- Azélice Ludot
- Nikolay Dimitrov
Institutions
- Technical University of Denmark (DK)
Publication Details
- Journal
- Wind energy science
- Published
- 2026-09-15
- DOI
- https://doi.org/10.5194/wes-11-3475-2026
- Primary Topic
- Wind Energy Research and Development
- Type
- article
- Field-Weighted Citation Impact
- 0.00