基于EMD分解的孤岛型综合能源系统混合储能规划

韩中合; 张策; 高明非

doi:10.19666/j.rlfd.202204058

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基于EMD分解的孤岛型综合能源系统混合储能规划

热力发电 2022年51卷第9期页码：72-78

热能科学研究 | 更新时间：2025-09-28

- 基于EMD分解的孤岛型综合能源系统混合储能规划
- Research on hybrid energy storage planning of isolated integrated energy system based on EMD decomposition
- 作者机构：
  
  1. 华北电力大学动力工程系
  2. 华北电力大学河北省低碳高效发电技术重点实验室
- 作者简介：
- 基金信息：
- DOI：10.19666/j.rlfd.202204058
  中图分类号： TK01;TM715
- 纸质出版：2022
- 稿件说明：
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韩中合, 张策, 高明非. 基于EMD分解的孤岛型综合能源系统混合储能规划[J]. 热力发电, 2022,51(9):72-78.

HAN Zhonghe, ZHANG Ce, GAO Mingfei. Research on hybrid energy storage planning of isolated integrated energy system based on EMD decomposition[J]. Thermal Power Generation, 2022, 51(9): 72-78.
韩中合, 张策, 高明非. 基于EMD分解的孤岛型综合能源系统混合储能规划[J]. 热力发电, 2022,51(9):72-78. DOI： 10.19666/j.rlfd.202204058.

HAN Zhonghe, ZHANG Ce, GAO Mingfei. Research on hybrid energy storage planning of isolated integrated energy system based on EMD decomposition[J]. Thermal Power Generation, 2022, 51(9): 72-78. DOI： 10.19666/j.rlfd.202204058.

摘要

孤岛型综合能源系统作为依靠内部能源满足用户需求的系统

可以通过储能技术保障其连续运行。提出了一种基于经验模态分解(EMD)的超级电容器-蓄电池-压缩空气储能的混合储能系统配置方法

采用EMD对通过主动储能策略得到的混合储能系统功率进行处理

并重构经EMD分解得到的模态分量

确定储能功率分配并完成功率、容量规划

以混合储能全寿命周期成本为优化目标

确定混合储能系统的最佳优化方案。最后

通过具体算例验证了该规划方法的有效性与经济性。研究结果可为孤岛型综合能源系统规划运行提供一定技术参考。

Abstract

As a system that relies on internal energy to meet users' needs

island integrated energy system can guarantee continuous operation through energy storage technology. A configuration method for hybrid energy storage system composed of supercapacitor-battery-compressed air energy storage is put forward

on the basis of empirical mode decomposition(EMD). By using the EMD

the hybrid energy storage system power obtained by active energy storage strategy is processed

and the modal components obtained by EMD decomposition are reconstructed to determine the energy storage power allocation. Moreover

the power and capacity planning is conducted

and the optimal optimization scheme of hybrid energy storage system is determined by taking the whole life cycle cost of the hybrid energy storage as the optimization objective. Finally

the effectiveness and economy of the above planning method are verified by a specific example. The research can provide some technical reference for the planning and operation of isolated integrated energy systems.

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