Stochastic Reliability Enhancement of Renewable-Rich Power System via LSTM Forecasting and Degradation-Aware Resource Optimization

Key Points

• Reliability enhancement in renewable power systems results from optimized resource management.
• Key evidence shows a significant increase in system reliability through improved predictions using LSTM forecasting.
• The approach integrates stochastic reliability methods with LSTM forecasting for resource optimization in power systems.
• Findings highlight the potential for more reliable energy systems, needing further validation in diverse settings.