Distributed multi-agent scheme for reactive power management with renewable energy

A framework for classification of non-linear loads in smart grids using Artificial Neural Networks and Multi-Agent Systems

“…Some works describing the interactions of the agents for solving power systems problems can be found in [34,35,36,37,38]. MAS has also been analysed for reliability assessment [39], transient stability enhancement [40], reactive power management with renewable energy [41], relaying [42], distribution grid congestion management with electric vehicles [43] and to provide demand response services from residential consumers [44].…”

A novel multi-agent decentralized win or learn fast policy hill-climbing with eligibility trace algorithm for smart generation control of interconnected complex power grids

“…Therefore, several multi-area SGCs have been proposed, in which an intelligent agent with highly self-learning and self-optimizing abilities is used, and optimal wide-area coordination can be effectively realized through a multi-agent bionic system [9]. In the real power system operations, there exist various uncertainties which can be regarded as a non-Markov decision and stochastic game problem.…”

Multi-Agent-Based Simulation of Decentralized Energy Systems

“…The existing approaches have in common that the application of multi-agent-based simulation is limited almost exclusively to market analysis, see for example [7], [8], [9]. The underlying physical level of energy networks and the involved communication technologies and resulting issues of network control are not considered appropriately.…”