Post by Patrick Tenga Shako

🏭 I'm thrilled to share my latest project: INGA II AI Monitor – an AI-powered decision support system for the Inga II hydroelectric plant in the Democratic Republic of Congo! ⚡ With an installed capacity of 1,280 MW, Inga II is a cornerstone of Africa's energy infrastructure. But climate variability poses real challenges for hydropower operations. 🤖 The dashboard integrates 4 machine learning models in real-time: 📈 LSTM with Attention → 7-day inflow forecasting 🎯 Random Forest → Scenario classification (Normal/Dry/Very Dry) 🚨 Isolation Forest → Anomaly detection 🧠 PPO Reinforcement Learning → Optimal release recommendations 🌐 Live demo: https://lnkd.in/dFdeDqd9 🔗 GitHub: https://lnkd.in/dmq9VCuU Special thanks to AIMS Cameroon for providing to me the necessary environment and the resources for realizing this work and to the DRC authorities for making the information be available on different platforms. #MachineLearning #AI #Hydroelectric #DRC #Energy #WaterResources #ReinforcementLearning #NileBasin #Python #Streamlit #DataScience #SNEL Teddy Lwamba, Benjamin M. Kitambo.