Vestas Wind Systems A/s

Jose Francisco Silva Pereira

Bruno Andre Lopes Ferreira

Luis Miguel Teixeira

Rafael Angelo Souza Carneiro

A computer implemented method for security hardening of a renewable energy device system including: i) determining a target security standard for the system using a first model trained using a first machine learning process that predicts the target security standard from a security posture of the system. The method also includes ii) identifying one or more deviations in the security posture of the system from the target security standard, and iii) using a second model trained using a second machine learning process to recommend an action to perform on the system to move the security posture of the system toward the determined target security standard.

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Lousada, Portugal

Jose Francisco Silva Pereira