Using WinJi’s AI data solution to battle PV production losses

Solar energy is a clean and renewable source of energy that has become increasingly popular in recent years. Solar panels are expensive, however. So, to ensure a positive return on investment, we need high solar panel efficiency. A common pain point is soiling.

What is soiling? 

Soiling is the accumulation of dirt, dust, and other darkening materials on the light-collecting surfaces of a solar panel. Research by the US National Renewable Energy Laboratory (NREL) estimates a typical 5% loss of electricity output from soiling. However, it can range from losses of 3% up to 25% in locations like California, in addition to increasing the need for panel maintenance, repairs, as well as panel reliability and lifespan losses.

By utilising the WinJi AI data solution, you get to adopt a strategic approach towards maintenance and cleaning. Our solution employs actionable insights and predictive maintenance techniques, ensuring that your solar panels operate at maximum production levels.

Here's a use case:

We helped a customer analyze the impact of their initiative to reduce soiling through chemical road treatment. Due to the cost of the treatment, the customer started with one road, and a request for WinJi to analyze the impact of the initiative. Our True Power solution helped them make the decision to continue with the treatments based on efficiency analyses.

Don't let soiling bring your solar power down! Take a strategic approach towards maintenance and cleaning with our AI data model and unlock the full potential of your solar assets today.

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