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Mission

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The Challenge

  • Energy transition from fossil fuels to renewables is critical for meeting climate initiative targets.

  • Renewable sources offer much lower margins and are more challenging for making profits.

  • Every dollar saved in operating costs encourages more investment.

Why WindSmart?

  • High maintenance cost for wind turbines: ~45K USD per MW for the first 10 years

  • US 2030 Goal for wind energy: 30 GW annually (currently 42 MW)

  • Component replacements and downtime due to failures are significant costs.

Wind Turbines
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The Solution

  • Monitor turbine operation data (SCADA) to detect anomalous behavior.

  • Advanced planning for preventative maintenance before component failures.

  • Avoid downtime to keep production up and running.

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