Software, drone and robotics analytics firm Raptor Maps said global annualized losses for solar asset underperformance reached up to $10 billion in 2024.
The company said that while the growth in underperformance slowed down year-over-year, increasing 15%, the average solar facility in its database averaged $5,720 per MW in annualized losses. This is up from an average of $977 per MW in 2020.
The company’s report draws on analysis of 193 GW of utility-scale, commercial and industrial projects, with 67 GW of projects analyzed in 2024. This is a sample of the roughly 2 TW of global solar capacity installed cumulatively worldwide.
Underperformance was attributed to equipment-driven issues, increased risk profiles due to extreme weather, ongoing labor constraints and political headwinds.
Power losses have increased considerably since 2020, climbing from 1.84% to 5.77%, the company stated in its annual report. For context, a 100 MW site experiencing 5.77% underperformance from year two of operations until decommissioning would see its project internal rate of return drop by 249 basis points, according to Raptor Maps.
At an equipment level, the largest power losses were attributed to inverters (2.13%), strings (circuit/string problems not located in the inverter) (1.26%) and combiners (1.04%). Tracker issues and module-level issues followed as leading contributors to power losses. The most common power loss issue for modules were malfunctions at the cell level.
Another issue highlighted was the growing gap between solar deployment and operational labor. Cumulative solar capacity increased 182% from 2018 through 2023, but U.S. employment in operations and maintenance increased 91% over that time, according to data from IREC.
Power loss averages ranged widely by regional markets, with ERCOT and PJM regions exceeding an average of $7,100 per MW, as seen below.
Across the U.S., inverters were the leading equipment cause of power losses (39%), followed by strings (22%), and combiners (19%). In the ERCOT and MISO markets, over 50% of power losses were attributable to inverter issues.
Extreme weather risks varied widely by region. Raptor Maps said ERCOT assets were 16 times more likely to be damaged by weather events than those in the New York ISO region. The Texas ERCOT region is particularly exposed to threats from hail damage, as well as being vulnerable to hurricanes. Assets in the Southeast had weather damage risks 6.5 times greater than NYISO.
‘With global capacity surpassing 2 terawatts (TW) just two years after reaching 1 TW, leading players are now embracing automation, software-driven diagnostics, and robotics to combat operational challenges and ensure long-term cost competitiveness,” said the report.
This content is protected by copyright and may not be reused. If you want to cooperate with us and would like to reuse some of our content, please contact: editors@pv-magazine.com.
By submitting this form you agree to pv magazine using your data for the purposes of publishing your comment.
Your personal data will only be disclosed or otherwise transmitted to third parties for the purposes of spam filtering or if this is necessary for technical maintenance of the website. Any other transfer to third parties will not take place unless this is justified on the basis of applicable data protection regulations or if pv magazine is legally obliged to do so.
You may revoke this consent at any time with effect for the future, in which case your personal data will be deleted immediately. Otherwise, your data will be deleted if pv magazine has processed your request or the purpose of data storage is fulfilled.
Further information on data privacy can be found in our Data Protection Policy.