kWh Analytics Reveals Top 14 Risk Management Challenges in Solar Generation

2024 Solar Risk Assessment Report highlights the remarkable progress and resilience of the solar industry in the face of evolving challenges.

The renewable industry’s ability to collaborate and innovate remains one of its greatest strengths.

Originally posted on Business Wire

SAN FRANCISCO–(BUSINESS WIRE)–kWh Analytics, the market leader in Climate Insurance, today announced the release of its 6th annual Solar Risk Assessment, a comprehensive report designed to provide an objective and data-driven evaluation of solar risk. The annual report includes contributions from leaders in the solar energy industry spanning technology, financing, and insurance.

In 2024, the solar industry continued its rapid growth trajectory, fueled by the Inflation Reduction Act and increasing demand for clean energy. This year’s report expands the analysis to include Battery Energy Storage Systems (BESS), recognizing the increasingly critical role that storage plays in the renewable energy ecosystem.

“We’re seeing burgeoning growth in solar, wind, and battery storage,” said Jason Kaminsky, CEO at kWh Analytics. “However, to meet renewable energy deployment goals, the focus needs to be on smart growth – relying on data to inform decisions and utilizing resilience measures to protect assets. We are grateful for the collaboration of the solar, BESS and renewable insurance thought leaders included in this year’s report, recognizing that the clean energy future requires mutual understanding between operators protecting assets and underwriters pricing risks.”

The 2024 report offers detailed research on top risks including extreme weather, operational risks, and battery risks to help industry organizations overcome market hurdles and expand lines of business. Top 14 risk findings include:

Extreme Weather Risk

1. kWh Analytics: Industry standard modeling assumptions can underestimate solar project losses from weather-related physical damage by 300+%

2. Kiwa PVEL: No modern module will experience power loss >3% when the cells are severely damaged by hail

3. Waaree: During hail testing, positioning glass/glass modules in hail stow mode resulted in only a 0.8% power loss, well below the 5% threshold permitted by IEC guidelines

4. Alliant Power: Renewable energy project owners can reduce insurance costs by up to 50% in high-risk zones by investing in resilient solar site design and maintenance

5. Longroad Energy and Nextracker: 75 Degree Tilt Can Decrease PV Asset Damage Probability by 87%

Operational Risk

6. kWh Analytics: Aggregating portfolios of 4 or more sites can cut the risk of extreme downside scenarios by 50%

7. Solarlytics: Voltage Collapse Can Reduce Production by More Than 20%

8. Univers: O&M corrective action statistics show a 14% surge in winter compared to summer in 2023

9. SolarGrade: Safety problems requiring partial or total de-energization found in 11% of PV systems inspected by auditors

10. Clean Power Research: Unmitigated soiling of PV systems can reduce annual energy production by 50%

11. kWh Analytics: Inverters cause 59% of lost energy, but DC distribution issues last 2.2x longer than they’re worth

Battery Risk

12. Lloyd’s: Global role of Battery Energy Storage Systems poised for 13x growth

13. Powin: Conventional State of Charge measurements are error-prone and can result in an average error of 7% in estimation of energy available for dispatch

14. SEVO IFP: 26% of Energy Storage Systems Face Fire-Detection and Fire-Suppression Challenges


“Overcoming these challenges will require ongoing collaboration and innovation among industry leaders,” said Isaac McLean, Chief Underwriting Officer at kWh Analytics. “In this dynamic landscape, asset owners play a critical role in protecting renewable energy investments by securing comprehensive insurance coverage and seeking multiple quotes from brokers to ensure accurate protection.”

To access the complete 2024 Solar Risk Assessment, please visit www.kwhanalytics.com/solar-risk-assessment.

About kWh Analytics

kWh Analytics is a leading provider of Climate Insurance for zero carbon assets. Utilizing their proprietary database of over 300,000 operating renewable energy assets, kWh Analytics uses real-world project performance data and decades of expertise to underwrite unique risk transfer products on behalf of insurance partners. kWh Analytics has recently been recognized on FinTech Global’s ESGFinTech100 list for their data and climate insurance innovations. Property Insurance offers comprehensive coverage against physical loss, with unique recognition and consideration for site-level resiliency practices, and the Solar Revenue Put production insurance protects against downside risk and unlocks preferred financing terms. These offerings, which have insured over $27 billion of assets to date, aim to further kWh Analytics’ mission to provide best-in-class Insurance for our Climate. To learn more, please visit https://www.kwhanalytics.com/, connect with us on LinkedIn, and follow us on Twitter.

Contacts

Nikky Venkataraman
Senior Marketing Manager
kWh Analytics
E | nikky.venkataraman@kwhanalytics.com
T | (720) 588-9361

Financial Times: Why insurance is key to speeding the energy transition

Full article available at Financial Times

As natural catastrophes such as wildfires and hurricanes have proliferated, insurers have begun to cancel coverage for property owners in vulnerable cities. The root cause of the uptick in weather-induced property damage is, of course, global warming – and to stop tragedy from spreading, we need to move rapidly to alternative energy sources. 

Today, a handful of start-ups – including kWh Analytics, New Energy Risk and Energetic Capital – specialise in aggregating information on energy assets for use in insurance policies. The coupling of real-time data with the predictive powers of machine learning could create a new paradigm for modelling risk.

 

kWh Analytics shortlisted for two Program Manager Awards

kWh Analytics is thrilled to announce that the company has been shortlisted for two prestigious Program Manager Awards – Program Launch of the Year and Innovation in Programs. These awards recognize excellence and innovation in the insurance industry, and being named a finalist is a testament to the hard work and dedication of the team in developing cutting-edge risk management solutions for the renewable energy sector.

The nomination for Program Launch of the Year highlights the successful launch of a Property Insurance program for renewable energy assets in partnership with Aspen Insurance. By leveraging a proprietary database of over 300,000 renewable energy assets and $80bn of loss history, kWh Analytics is able to bring much-needed capacity and sophisticated risk assessment to a rapidly growing industry facing challenges from recent natural catastrophe losses.

The Innovation in Programs award shortlisting recognizes the pioneering development of the Renewable Energy Adjusted Loss (REAL) model. This model represents a crucial advancement for the sustainable growth of the renewables industry, enabling carriers to insure projects commensurate with true risk profiles and rewarding asset owners for implementing resilience measures. By combining unparalleled data and analytics capabilities with deep renewable energy expertise, kWh Analytics encourages the industry to better manage risk in the face of climate change.

Location, location, location: how catastrophic risks can shape renewable energy insurance premiums

Originally published on PV Tech
By Bobby McFadden, kWh Analytics, and Keaton Carlson, Renewable Guard

As a renewable energy managing general agent (MGA) and a broker, one of the most common questions we hear from solar and battery asset owners is: “Why do my insurance premiums keep rising, even though I haven’t had a claim?” It’s a frustrating and often confusing situation for many in the industry, but the answer lies in the changing landscape of natural catastrophe (nat cat) risks.

For certain carriers, when a significant loss is incurred, the pricing approach for comparable accounts in the book could be affected as well, adjusting insureds’ rates with no claim activity come renewal. Over the past few years, however, nat cat events have taken a major role in driving insurance premiums across carrier’s books. Nat cat risks are changing, and locations with historically temperate weather are experiencing extreme disasters.

As global temperatures rise, we are seeing more intense hurricanes, prolonged droughts and heavier rainfall events. These changes in weather patterns are altering the risk landscape for businesses, specifically impacting industries with exposed assets, such as renewable energy. Climate change is affecting the frequency and severity of natural catastrophes, making it more difficult for asset owners to secure affordable insurance coverage.

Take the example of an asset owner who had a solar site in Georgia. In 2023, the Federal Emergency Management Agency (FEMA) updated the local Flood Insurance Rate Map (FIRM), and the insured saw their flood premium dramatically spike by 300%, as the site was now located directly in a high hazard flood zone.

With major hurricanes and flood events, the topography under established sites changes, creating higher risks in some areas. Further, land development and paving over natural terrain increases water runoff.  This is not an isolated story; tornadoes are ripping through the Midwest, hailstones are increasing in size, and even New York is experiencing earthquakes.

These events can cause significant damage to solar panels, wind turbines, battery assets and other equipment, leading to costly repairs or replacements. As the frequency and severity of these events increase, insurers are adjusting their rates to account for the higher risk. As the risk landscape shifts, admitted carriers are facing capacity constraints in regions with high catastrophe exposure, such as coastal areas or flood zones, limiting the options available to asset owners.

Some catastrophe risks, such as earthquakes in California, have gotten so severe that some carriers have pulled their coverage for the state completely. Non-admitted carriers, however, can provide flexibility around regulated rates. The losses from catastrophe events ripple through insurers’ books, leading to rate increases even for asset owners who haven’t experienced losses directly.

It’s a vicious cycle. Renewable assets are a large part of the United Nations Climate Action Plan, and every industry stakeholder, including carriers, has a vested interest in ensuring these assets are built to last. So, renewable energy asset owner, here is what you can do to manage your risk profile:

  • The cheapest time to implement resiliency is during the design phase of a project. Consult with your broker and carrier on location, equipment type and catastrophe protocols before assets go in the ground.
  • Invest in high-quality equipment from reputable original equipment manufacturers (OEMs) and ensure that specifications are appropriate for the site’s specific catastrophe risks. For example, 3.2mm heat-tempered glass is becoming the best practice in hail-prone Texas.
  • Implement robust risk management practices, such as stow programs for hail, wind, flood and snow, as well as hurricane preparedness plans and spare parts programs. Have a fire suppression system and thermal runaway management plan ready for your battery energy storage system (BESS) projects.
  • Partner with experienced operations and management (O&M) providers that can offer precautionary services tailored to the site’s catastrophe exposures. Location matters; rats in Nebraska chewing wires pose a different risk than lizards slithering through transformer boxes in New Mexico. O&M providers have noted that vegetation mix heavy in seeds can attract more rodents to accumulate used underneath panels.
  • Collaborate with brokers that specialise in renewable energy and can effectively communicate the nuances of catastrophe risk pricing to carriers. Not all carriers are made the same, and asset owners deserve an insurance price that is based on the true merits of their risk. By addressing climate risk with thoughtful equipment selection and strong risk management practices, asset owners can experience reduced insurance premiums and loss activity. When these factors are contemplated, sites can benefit from improved resiliency and reduced costs.

In the face of increasing natural catastrophe risks and rising insurance premiums, it has become abundantly clear that the renewable energy industry must adapt and evolve to ensure its long-term success. This is not to say that insurance is out of reach financially, but to explain that there are plenty of tools in the belt that can help owners reduce these costs.

Asset owners should take a proactive approach to risk management, not only to protect their investments, but also to contribute to the global fight against climate change. Insurance carriers and brokers can help by conducting their own research, collecting data and giving actionable feedback to the industry on designing, constructing and maintaining the best, most resilient renewable energy assets.

We cannot afford to let the vicious cycle of climate change and rising insurance costs hinder the deployment of renewable energy infrastructure. There’s an industry-wide incentive to share our knowledge and expertise, and to find innovative solutions that will allow us to build a more resilient and sustainable future.

Bobby McFadden is an underwriter at kWh Analytics, which manages a comprehensive database of renewable power assets in the US. Keaton Carlson is a risk manager at Renewable Guard, an insurance broker servicing the renewable power sector.

Big Interview: kWh Analytics’ Jason Kaminsky on managing risk amid extreme weather events

Full article available on PV Tech

Earlier this year, the Fighting Jays solar project in Texas was battered by “golf ball-sized” hail, an out-of-season weather event that cut into the project’s functionality, and drew attention to the risks associated with developing large-scale solar projects.

While weather damage itself is nothing new in the solar sector – the Fighting Jays incident rekindled questions about the risk of hail damage at solar projects – the widespread surprise at the extent and damage of the hailstorm suggests that this is a risk that has not been fully considered by the solar industry. As the Earth’s climate worsens, out-of-season weather events are more likely to take place, raising the prospect of a greater range of extreme weather incidents that will have to be considered by developers and financiers of solar projects.

Solar’s “Safe Driver Discount”: Rewarding Reliability With Better Insurance

Solar is scaling fast, but the economics are shifting in a way that threatens continued growth: while many operational costs have decreased over time, insurance premiums have risen, becoming a meaningful blocker to deploying more projects at attractive returns. At the same time, many U.S. PV systems are still relatively young, and yet we’re already seeing real-world evidence that components can fail earlier than expected—often well before the assumed 30–35 year lifespan. This creates a clear need to better understand what actually drives reliability and resiliency in operating solar fleets, and to connect those insights to financial outcomes.

This project focuses on closing the feedback loop between field operations, equipment behavior, manufacturers, and the insurance market by using large-scale O&M work order logs and modern analytics (including NLP). By extracting consistent signals from messy, unstandardized text records, we can identify patterns in corrective vs. preventative maintenance, equipment-driven failure behavior (like inverters vs. modules), and resolution strategies that affect downtime and energy loss. The goal is practical: enable the industry to quantify which “best practices” meaningfully reduce risk—and ultimately translate that into insurance incentives, similar to “safe driver discounts,” to reward well-designed and well-maintained solar assets.

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