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Fuzzy Logic Based Energy Storage Management System for MVDC Power System of All Electric Ship

机译:基于模糊逻辑的全电船MVDC电力系统储能管理系统

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摘要

In this paper, for supporting the medium voltage dc (MVDC) shipboard power system, an energy storage management (ESM) system based on fuzzy logic (FL) has been proposed and its performance with a proportional-integral (PI) control based ESM system is compared. In order to support the peak demand and pulsed load, a hybrid energy storage system incorporating high energy density storage (battery) and high power density storage (supercapacitor) is proposed. For energy transfer among the energy storages and the MVDC system, bidirectional dc–dc converters with dual active bridge (DAB) configuration are used. With the change of the bus voltage and load power demand, the ESM systems provide instantaneous reference powers for charging or discharging of the battery and supercapacitor. The reference powers for the battery and supercapacitor are sent to the respective controllers of the DAB converters. Two power sharing strategies are designed to share power among multiple energy storages. The MVDC shipboard power system with the generators, loads, battery, and supercapacitor with DAB converters are modeled in SimPowerSystems. Simulation results are used to make a comparison of performances of the FL and PI controller based ESM systems. Finally, controller hardware-in-the-loop based experimental results are added to demonstrate the effectiveness of the controller.
机译:本文为支持中压直流(MVDC)舰载电力系统,提出了一种基于模糊逻辑(FL)的储能管理(ESM)系统,并基于比例积分(PI)控制的ESM系统实现了其性能。比较。为了支持峰值需求和脉冲负载,提出了一种混合能量存储系统,该系统结合了高能量密度存储(电池)和高功率密度存储(超级电容器)。为了在储能器和MVDC系统之间进行能量传输,使用了具有双有源电桥(DAB)配置的双向dc-dc转换器。随着总线电压和负载功率需求的变化,ESM系统为电池和超级电容器的充电或放电提供瞬时参考功率。电池和超级电容器的参考功率被发送到DAB转换器的相应控制器。设计了两种功率共享策略以在多个储能器之间共享功率。在SimPowerSystems中对带有发电机,负载,电池和带有DAB转换器的超级电容器的MVDC船用电力系统进行了建模。仿真结果用于比较基于FL和PI控制器的ESM系统的性能。最后,添加了基于控制器硬件在环的实验结果,以证明控制器的有效性。

著录项

  • 来源
    《Energy Conversion, IEEE Transactions on》 |2017年第2期|798-809|共12页
  • 作者单位

    Department of Electrical and Computer Engineering and the Center for Advanced Power Systems, Florida State University, Tallahassee, FL, USA;

    Department of Electrical and Computer Engineering and the Center for Advanced Power Systems, Florida State University, Tallahassee, FL, USA;

    Department of Electrical and Computer Engineering and the Center for Advanced Power Systems, Florida State University, Tallahassee, FL, USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fuzzy logic; Batteries; Supercapacitors; State of charge; Marine vehicles;

    机译:模糊逻辑;电池;超级电容器;充电状态;船舶;

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