首页> 外文期刊>Revue roumaine des sciences techniques >A NOVEL DIRECT POWER CONTROL FOR GRID-CONNECTED DOUBLY FED INDUCTION GENERATOR BASED ON HYBRID ARTIFICIAL INTELLIGENT CONTROL WITH SPACE VECTOR MODULATION
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A NOVEL DIRECT POWER CONTROL FOR GRID-CONNECTED DOUBLY FED INDUCTION GENERATOR BASED ON HYBRID ARTIFICIAL INTELLIGENT CONTROL WITH SPACE VECTOR MODULATION

机译:基于带有混合矢量控制的混合人工智能控制的并网双馈异步发电机新的直接功率控制

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摘要

This paper presents a novel direct power control (DPC) for doubly fed induction generator (DFIG), based on hybrid artificial intelligent with a fixed switching frequency for wind generation application via maximum power point tracking (MPPT) strategy. First, a mathematical model of the DFIG written in an appropriate d-q reference frame is established to investigate simulations. A control law based on direct power control is synthesized using only proportional integral derivative (PID) controllers. To improve the performance of our system, we propose model reference adaptive control (MRAC), type2 fuzzy logic control (T2FLC) and neuro-fuzzy control (NFC), to control rotor current. Results obtained using MATLAB/Simulink environment with/without MPPT strategy, are discussed in details; have shown high efficiency and high dynamics.
机译:本文提出了一种基于混合人工智能的双馈感应发电机(DFIG)的新型直接功率控制(DPC),该混合智能具有固定的开关频率,可通过最大功率点跟踪(MPPT)策略应用于风力发电。首先,建立在适当的d-q参考系中编写的DFIG的数学模型,以研究仿真。仅使用比例积分微分(PID)控制器来综合基于直接功率控制的控制律。为了提高我们系统的性能,我们提出了模型参考自适应控制(MRAC),2型模糊逻辑控制(T2FLC)和神经模糊控制(NFC)来控制转子电流。详细讨论使用/不使用MPPT策略在MATLAB / Simulink环境下获得的结果;表现出高效率和高动态。

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