Energy Management Optimization in a Battery/Supercapacitor Hybrid Energy Storage System

被引:241
|
作者
Choi, Mid-Eum [1 ]
Kim, Seong-Woo [1 ]
Seo, Seung-Woo [1 ]
机构
[1] Seoul Natl Univ, Dept Elect Engn & Comp Sci, Seoul 151742, South Korea
基金
新加坡国家研究基金会;
关键词
Battery; convex optimization; DC/DC converter; energy management; hybrid energy storage; supercapacitor; BATTERY; POWER;
D O I
10.1109/TSG.2011.2164816
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Batteries and supercapacitors (SC) complement one another; a battery has a relatively high energy density but a low power density, whereas an SC has a relatively high power density but a low energy density. In order to offset their opposing limitations, an active battery/SC hybrid energy storage system (HESS) using a dc/dc converter has been proposed. The major problem concerning an active HESS is in how to control the current flow in order to achieve two objectives: the minimization of the magnitude/fluctuation of the current flowing in and out of the battery and the energy loss seen by the SCs. This problem has not been analytically investigated for an optimal solution regarding these two goals. In this paper, we present an optimal energy management scheme for active HESS. In order to obtain the optimal solution, we formulate the problem as an optimization problem concerning these two objectives. Observing that the feasibility and optimality of the solution critically depends on the boundary parameters of the problem, we present an algorithm that effectively adjusts the parameter values. The proposed algorithm is based on the multiplicative-increase- additive-decrease principle, which guarantees a feasible optimal solution. Through MATLAB simulations, we demonstrate that the proposed scheme can optimally minimize the magnitude/fluctuation of the battery current and the SC energy loss.
引用
收藏
页码:463 / 472
页数:10
相关论文
共 50 条
  • [1] An adaptive energy management approach for battery-supercapacitor hybrid energy storage system
    Yuksek, Gokhan
    Alkaya, Alkan
    [J]. BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2024, 72 (04)
  • [2] A Rule Based Energy Management System of Experimental Battery/Supercapacitor Hybrid Energy Storage System for Electric Vehicles
    Zhang, Qiao
    Deng, Weiwen
    Zhang, Sumin
    Wu, Jian
    [J]. JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2016, 2016
  • [3] A Hierarchical Energy Management Strategy for Battery-Supercapacitor Hybrid Energy Storage System of Electric Vehicle
    Ming, Tingyou
    Deng, Weiwen
    Wu, Jian
    Zhang, Qiao
    [J]. 2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,
  • [4] A Decentralized Energy Management Strategy for a Battery/Supercapacitor Hybrid Energy Storage System in Autonomous DC Microgrid
    Song, Qingchao
    Chen, Jiawei
    [J]. 2018 IEEE 27TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2018, : 19 - 24
  • [5] Investigation of Hybrid Energy Storage System Based on Battery and Supercapacitor
    Bin Sahari, Muhammad
    Lim, Kar Wun
    Vejaya, Kalaivanan A. L.
    Lee, Noah
    Lim, Jia Yan
    Nee, Chen Hon
    Yap, Seong Shan
    Arof, Abdul Kariem Bin Mohd
    Nor, Normiza Bt Mohamad
    Tham, Kwong Keong
    Foong, Adam
    [J]. PROCEEDINGS OF THE 14TH ASIA-PACIFIC PHYSICS CONFERENCE, 2021, 2319
  • [6] An Adaptive Energy Allocation Strategy for Battery/Supercapacitor Hybrid Energy Storage System
    Zhang, Xiaoyong
    Chen, Yuanjun
    Zhou, Yanhui
    Xu, Zheng
    Huang, Zhiwu
    Liu, Weirong
    [J]. 2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 7007 - 7012
  • [7] A Battery/Supercapacitor Hybrid Energy Storage System for DC Microgrids
    Adhikari, Sujan
    Lei, Zhang
    Peng, Wang
    Tang, Yi
    [J]. 2016 IEEE 8TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (IPEMC-ECCE ASIA), 2016,
  • [8] Hybrid battery/supercapacitor energy storage system for the electric vehicles
    Kouchachvili, Lia
    Yaici, Wahiba
    Entchev, Evgueniy
    [J]. JOURNAL OF POWER SOURCES, 2018, 374 : 237 - 248
  • [9] Development of new improved energy management strategies for electric vehicle battery/supercapacitor hybrid energy storage system
    Rizoug, Nassim
    Mesbahi, Tedjani
    Sadoun, Redha
    Bartholomeus, Patrick
    Le Moigne, Philippe
    [J]. ENERGY EFFICIENCY, 2018, 11 (04) : 823 - 843
  • [10] Control and energy management of grid-connected pv system with battery-supercapacitor hybrid energy storage
    Guichi, A.
    Talha, A.
    Berkouk, El
    Sabeur, N.
    [J]. 2018 2ND INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE, 2018, 164