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Procuring power purchase agreement tools will be an option for industry players amid an energy pricing crisis and volatility.

While collecting verified bottom-up project data in real time has previously been cost-prohibitive, satellite data can now be leveraged to make comprehensive market intelligence attainable for investors. Daniel Cruise and Joseph Triepke, partners at energy intelligence firm Lium Research, reveal how satellites can provide more reliable insights into the construction of US utility-scale solar projects.

Last year analysis by renewables performance aggregator and insurance provider kWh Analytics highlighted the extent of solar asset underperformance against P50 estimates in the US. Here, the company’s Sarath Srinivasan details some of the reasons behind that underperformance.

Accurate generation modelling and forecasting is integral to not just the financial performance of operational solar farms, but how they are integrated into modern grids. A study from Monash University in Australia has proven how artificial intelligence approaches can help drastically improve performance forecasts. Dr. Christoph Bergmeir, who led that study, details its key learnings.

Machine learning techniques have been used in a study to boost the accuracy of renewables forecasts by up to 45%, helping improve grid operations in Australia.

The cost of insuring operational solar farms has skyrocketed over the course of the year, triggered by carriers rethinking their approaches to natural catastrophes and other extreme weather events. This has placed additional importance on mitigation strategies. Kevin Christy, COO for North America at Lightsource bp, details how the solar developer has adapted its strategy in the field.

Solar inverter manufacturer SMA will supply German grid operator TransnetBW with feed-in data from regional power installations to alleviate grid bottlenecking issues as home-consumption and battery storage grows in popularity.

IRENA: China, US, EU shed jobs but India, Southeast Asia and Brazil see gains in year when off-grid solar rose to fore as potentially major future employer.