Glossario IA
Il dizionario completo dell'Intelligenza Artificiale
Microgrid Energy Manager (MGEM)
Intelligent control system that optimizes in real-time the production, storage, and consumption of energy within a microgrid to minimize costs and maximize reliability.
Energy Production Forecasting
Use of machine learning models to anticipate renewable energy production (solar, wind) based on weather and historical data.
Load Shedding Strategy
Automated action plan that selectively reduces load on the grid in case of energy shortage, prioritizing non-critical loads to maintain power supply to essential services.
Model Predictive Control (MPC)
Advanced control method that uses a dynamic model of the system to anticipate its future behavior and optimize control actions over a sliding time horizon.
Frequency Regulation
Process of maintaining grid frequency stability (typically 50 or 60 Hz) by continuously adjusting the balance between electricity production and consumption.
Microgrid Energy State
Set of real-time measured parameters that describe the operational condition of the microgrid, including battery charge levels, current production, and current demand.
Dynamic Network Reconfiguration
Automatic modification of microgrid topology in real-time to isolate faults, balance loads, and optimize energy flows between different sections of the network.
Value of Resilience (VoR)
Economic metric that quantifies the benefit associated with a microgrid's ability to maintain power supply during main grid outages.
Energy Dispatch Optimization
Intelligent allocation of energy production and storage resources to meet forecasted demand while respecting the system's operational and economic constraints.
Reinforcement Learning for Control
Application of reinforcement learning algorithms where an agent learns an optimal control policy through successive interactions with the microgrid environment.
Islanding Mode
Operational state of a microgrid when it voluntarily or involuntarily disconnects from the main grid to operate autonomously and ensure local power supply.
Reactive Demand Management (RDM)
Control strategy that modifies the consumption profiles of flexible loads in response to price signals or grid constraints to smooth overall demand.
Hardware-in-the-Loop Co-simulation
Testing methodology that simultaneously simulates the control algorithms (software) and the physical behavior of microgrid components (hardware) to validate management strategies.
High-Power Discharge Battery (HPDB)
Type of energy storage system designed to deliver very high currents over short durations, essential for rapid frequency stabilization and voltage regulation.
Distributed Energy Resource (DER) Aggregation
Process of combining and coordinatedly controlling multiple decentralized energy resources (solar, wind, storage) to operate them as a single virtual entity.