Systems and methods for displaying renewable energy asset health risk information

A system, comprising at least one processor;

• and memory containing instructions, the instructions being executable by the at least one processor to:
• receive first current sensor data of a first time period from multiple wind turbines in one or more wind turbine farms in one or more geographies, a wind turbine including a gearbox and a generator, the gearbox including a first gearbox bearing subcomponent, a gear set subcomponent, and a second gearbox bearing subcomponent, and the generator including a first generator bearing subcomponent, a rotor subcomponent, and a second generator bearing subcomponent;
• the first current sensor data including sensor data from sensors monitoring the gearbox subcomponents and the generator subcomponents;
• determine health indicators for the gearbox subcomponents, the health indicators corresponding to alerts for current or predicted problems of the gearbox subcomponents with varying lead time, the alerts including a low severity risk alert, a medium severity risk alert, and a high severity risk alert, the alerts being generated by a machine learning model trained on second historical sensor data of a second time period, including sensor data from the gearbox subcomponents;
• determine health indicators for the generator subcomponents, the health indicators corresponding to alerts for current or predicted problems of the generator subcomponents with varying lead time, the alerts including a low severity risk alert, a medium severity risk alert, and a high severity risk alert, the alerts being generated by a machine learning model trained on second historical sensor data of a second time period, including sensor data from sensors monitoring the generator subcomponents;
• receive the health indicators for the gearbox subcomponents and the health indicators for the generator subcomponents;
• and
• display a list of the multiple wind turbines, the health indicators for the gearbox subcomponents and the health indicators for the generator subcomponents, the list being sortable by health indicators for the gearbox subcomponents and/or by the health indicators for the generator subcomponents, and the list being filterable by alerts for the gearbox subcomponents and/or alerts for the generator subcomponents.

A method comprising:

• receiving first current sensor data of a first time period from multiple wind turbines in one or more wind turbine farms in one or more geographies, a wind turbine including a gearbox and a generator, the gearbox including a first gearbox bearing subcomponent, a gear set subcomponent, and a second gearbox bearing subcomponent, and the generator including a first generator bearing subcomponent, a rotor subcomponent, and a second generator bearing subcomponent, the first current sensor data including sensor data from sensors monitoring the gearbox subcomponents and the generator subcomponents;
• determining health indicators for the gearbox subcomponents, the health indicators corresponding to alerts for current or predicted problems of the gearbox subcomponents with varying lead time, the alerts including a low severity risk alert, a medium severity risk alert, and a high severity risk alert, the alerts being generated by a machine learning model trained on second historical sensor data of a second time period, including sensor data from the gearbox subcomponents;
• determining health indicators for the generator subcomponents, the health indicators corresponding to alerts for current or predicted problems of the generator subcomponents with varying lead time, the alerts including a low severity risk alert, a medium severity risk alert, and a high severity risk alert, the alerts being generated by a machine learning model trained on second historical sensor data of a second time period, including sensor data from sensors monitoring the generator subcomponents;
• receiving the health indicators for the gearbox subcomponents and the health indicators for the generator subcomponents;
• and
• displaying a list of the multiple wind turbines, the health indicators for the gearbox subcomponents and the health indicators for the generator subcomponents, the list being sortable by health indicators for the gearbox subcomponents and/or by the health indicators for the generator subcomponents, and the list being filterable by alerts for the gearbox subcomponents and/or alerts for the generator subcomponents.