Surrogate model-based online quantitative prediction of pitting damage in spacecraft

Key Points

• Pitting damage in spacecraft can be quantitatively predicted using a surrogate model, enhancing safety and reliability.
• The surrogate model demonstrated a prediction accuracy of 95% during real-time monitoring processes.
• Analyses leveraged computational methods to identify damaging patterns, ensuring timely interventions are possible.
• This approach highlights the need for advanced predictive maintenance in spacecraft, potentially reducing repair costs.