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基于经济模型预测控制的舰船微网频率电压控制与经济优化

Frequency Voltage Control and Economic Optimization of Shipboard Microgrid Based on Economic Model Predictive Control

作者 Panxiao Yong · Yubin Jia · Changyin Sun
期刊 IEEE Transactions on Sustainable Energy
出版日期 2025年9月
技术分类 储能系统技术
技术标签 储能系统 模型预测控制MPC 微电网 可靠性分析
相关度评分 ★★★★★ 5.0 / 5.0
关键词 船舶微电网 混合储能系统 负荷频率控制 经济模型预测控制 频率偏差
语言:

中文摘要

随着舰船电力系统对可再生能源依赖性的增加,其出力间歇性易引发微网频率波动。为此,集成混合储能系统(HESS)对提升频率稳定性至关重要。本文提出一种经济模型预测控制(EMPC)策略,兼顾频率电压调节与系统经济性优化目标,实现负载频率与电压的协同控制。通过理论分析证明,该方法的平均性能不低于稳态性能。仿真结果验证了所提EMPC策略的有效性与可靠性。

English Abstract

The dependence of ship power systems on renewable energy generation is increasing. The intermittent nature of renewable energy generation can cause frequency deviations in ship microgrid systems. Therefore, the integration of a Hybrid Energy Storage System (HESS) is crucial for enhancing the resilience of microgrid frequency deviations. Load frequency control (LFC) and voltage control requires an appropriate control strategy to achieve this. Based on the above considerations, an economic model predictive control (EMPC) strategy is proposed in this paper to regulate and optimize ship microgrids. The proposed EMPC combines the regulation objective with the economic optimization objective, so that frequency correction and system economic improvement can be performed simultaneously. Through theoretical analysis, this paper proves that the average performance of the proposed method is not lower than the steadystate performance. In addition, simulation experiments are used to verify the effectiveness and reliability of the proposed EMPC.
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SunView 深度解读

该EMPC策略对阳光电源ST系列储能变流器和PowerTitan大型储能系统具有重要应用价值。文章提出的频率电压协同控制与经济优化方法,可直接应用于阳光电源构网型GFM控制技术的升级,特别是在微电网和海岛独立供电场景。混合储能系统的功率分配策略可优化ST储能系统中超级电容与锂电池的协同控制,延长电池寿命并降低运维成本。EMPC的经济性优化目标与阳光电源iSolarCloud云平台的智能调度功能高度契合,可增强系统在可再生能源波动下的频率稳定性,提升储能系统的经济运行效益,为船舶、海岛等特殊应用场景提供技术支撑。