AINETUS - AI for Safety-Critical Network Infrastructures
summary
AINETUS implements a modular AI assistant for power operations that solves power flows using graph neural networks, offers reinforcement learning agents that propose remedial actions under physical constraints, and integrates Grid2Op for training and validation. The system surfaces a prioritized alert list, lets operators simulate proposed actions on a real tool before execution, provides explainability and uncertainty estimates, and already demonstrates multiple interchangeable components; roadmap targets incremental releases and seeks contributions for further validation and integration.
AI-written summary · about
related talks
01h 30mTrustworthy AI & Open Source
26mTowards an AI Assistant for Tertiary Voltage Control
21mApplication of AI technologies in nuclear power plants
36mUsing AI for more automation in failure analysis
22mAIoT: Why now? And How To?
29mTrustworthy AI for the Physical World
16mUsing AI and Computer Technologies to Enhance IT Infrastructure
21mEnhancing Threat Intelligence Using AI
