DETECTION AND CONFIRMATION OF ELECTRICITY THEFTS IN ADVANCED METERING INFRASTRUCTURE BY LONG SHORT-TERM MEMORY AND FUZZY INFERENCE SYSTEM MODELS

Detection and Confirmation of Electricity Thefts in Advanced Metering Infrastructure by Long Short-Term Memory and Fuzzy Inference System Models

The successful implementation of Smart Grids heavily relies on energy efficiency, particularly through the Advanced Metering Infrastructure (AMI) and Smart Electricity Meters (SEM).However, cyber-attacks pose a threat to SEM, with electricity theft being a primary motivation.Despite the valuable data provided by SEM for analytical purposes, existin

read more

Dynamical selection of Nash equilibria using reinforcement learning: Emergence of heterogeneous mixed equilibria.

We study the distribution of strategies in a large game that models how agents choose among different double auction markets.We classify the possible mean field Nash equilibria, which include potentially segregated states where an agent population can split into subpopulations adopting different strategies.As the game is aggregative, the actual equ

read more