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These need to be considered adequately in decision support tools for agents in electricity systems. Agent-based modelling and simulation as a flexible and rich modelling framework can serve as a testbed for analysing new paradigms in the field of smart grids, such as demand response, distributed generation, distribution grid modelling, and efficient market integration. While so far wholesale electricity markets have been the focus of agent-based modelling and simulation, this paper provides a detailed review of literature using such techniques for analysing smart grids from a systems perspective. For that purpose, a general classification of applying agent-based modelling and simulation techniques to electricity systems is provided. 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