Tham khảo tài liệu 'wind farm impact in power system and alternatives to improve the integration part 14', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả | 314 Wind Farm - Impact in Power System and Alternatives to Improve the Integration EIFER in cooperation with the EUI de Vitoria-Gasteiz . It is based on earlier works where the model is already partially presented Kremers et al. 2009 . The proposed model aims to represent the wind power production by modelling wind farms consisting of wind turbine units on different time scales ranging from short minutes to long-term simulations months taking into account fluctuating wind speeds and technical reliability. The model is able to compute the aggregated output power of the wind farm influenced by different random factors and can thus recreate a realistic power unit to be used in integral energy system simulations. The simulation of this data is performed in real time so that the power output at a specific time can be reproduced and injected into the energy system simulation. 2. Agent based modelling for energy system simulation Agent-based modelling ABM is a technique that is gaining more and more importance during the past two decades. An agent-based model combines the use of small reproducible entities called agents that interact among themselves and with an environment and lead to complex system behaviour like emergence. These models possess several characteristic as they can create a wide solution space and allow the appearance of distributed intelligence. They are commonly used to obtain decentralised solutions where a central controlled solution method is not applicable. These include open or at least very dynamic environments systems constituted naturally by agents and systems that have to be easily extendible or scalable. A detailed introduction to the subject is given by Wooldridge 2009 . Basically ABM focuses on the modeling of systems at the local level through the definition of their elementary units called agents and their interactions. These units are intended to be modeled in a simple way while the complexity of the system is an emergent property of their
