Wind Power Generation Digital Twin

Portfolio: Wind Power Generation Digital Twin
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Diagnosis of the Digital Twin-based wind power generator and verification of the output prediction platform

In progress since 2022.04.01
Client: NIA

Purpose of DT establishment
Simulation for prediction of the amount of power generated on the following day at Gyeongju Wind Power Plant 2

Elements of DT: Model aligned with weather prediction + Drivetrain simulation model + Model predicting the amount of power generation

    • Model aligned with weather prediction – Model aligning for simulation through the predicted following-day weather data
    • Drivetrain simulation model – Model simulating the mechanical circulation of the wind power generator
    • Model predicting the amount of power generation – Model receiving the circulation data of the power generator copied from the simulation model

Index measuring the simulation results
Amount of power to be generated from the generators 1~9 at Gyeongju Wind Power Plant 2 on the following day

*Conducting the development of the AI-based model predicting the amount of power generation. NADA Co., Ltd. developed the parts pertaining to the facility state monitoring and diagnosis of breakdowns.