TAG ARCHIVE
energy
2 MARIA OS blog articles tagged energy, organized as a Bonginkan topic archive for search engines and LLM retrieval.
Agentic Company Architecture
Research on human-agent organizations, delegation boundaries, role topology, and governed autonomy.
Responsibility Gates and AI Governance
Safety, accountability, fail-closed gates, auditability, and human-in-the-loop control for AI agents.
Multi-Agent Mathematics
Formal models for convergence, stability, game theory, graph dynamics, and multi-agent evaluation.
Evidence, RAG, and Knowledge Governance
Evidence bundles, retrieval architecture, Graph RAG, knowledge trust, and auditable reasoning pipelines.
Decision Stability Scoring for Energy Grids: Lyapunov Functions for Power Supply-Demand Governance
Evaluating power grid decision stability through Lyapunov energy functions and responsibility-gated load balancing
Power grids can operate near stability limits, where dispatch errors or delayed interventions may trigger cascading disruptions. This paper introduces a Lyapunov-based decision-stability score for energy-grid AI agents, providing formal criteria for when autonomous grid-management actions remain within stable operating regions.
Renewable Integration Risk Margins: Uncertainty Variance Models for Safe Energy Transition
Deriving safety margins for renewable energy integration through uncertainty quantification and variance-based risk assessment
Renewable energy sources introduce high variability into grid operations through weather-driven output and storage constraints. This paper develops a variance-based risk-margin model that quantifies safe operating domains for renewable-integration decisions, enabling AI energy agents to increase renewable utilization while preserving grid-stability targets.