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

被引:249
|
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
  • [21] Sizing of Battery and Supercapacitor in a Hybrid Energy Storage System for Wind Turbines
    Babazadeh, Hamed
    Gao, Wenzhong
    Lin, Jin
    Cheng, Lin
    2012 IEEE PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION (T&D), 2012,
  • [22] Optimal sizing for a Battery-Supercapacitor Hybrid Energy Storage System
    Busacca, Alessandro
    Campagna, Nicola
    Castiglia, Vincenzo
    Miceli, Rosario
    2022 IEEE 13TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS (PEDG), 2022,
  • [23] Battery–inductor–supercapacitor hybrid energy storage system for DC microgrids
    Duy-Hung Dam
    Hong-Hee Lee
    Journal of Power Electronics, 2020, 20 : 308 - 318
  • [24] Neural-Network Based Energy Management System for Battery-Supercapacitor Hybrid Storage
    Yusvianti, Fabria Alieftya
    Lystianingrum, Vita
    Romlie, Mohd Fakhizan
    PROCEEDINGS 2024 IEEE 6TH GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE, IEEE GPECOM 2024, 2024, : 411 - 416
  • [25] A Standalone Energy Management System of Battery/Supercapacitor Hybrid Energy Storage System for Electric Vehicles Using Model Predictive Control
    Nguyen, Ngoc-Duc
    Yoon, Changwoo
    Lee, Young Il
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (05) : 5104 - 5114
  • [26] Optimal Fuzzy Logic Based Energy Management Strategy of Battery/Supercapacitor Hybrid Energy Storage System for Electric Vehicles
    Gao, Chao
    Zhao, Jian
    Wu, Jian
    Hao, Xiongbo
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 98 - 102
  • [27] Power Sharing and Energy Management between Supercapacitor and Battery in a Hybrid Energy System for EVs
    Rahman, Obaidur
    Robinson, Duane A.
    Elphick, Sean
    Perera, Sarath
    PROCEEDINGS OF 2021 31ST AUSTRALASIAN UNIVERSITIES POWER ENGINEERING CONFERENCE (AUPEC), 2021,
  • [28] Hybrid energy storage: the merging of battery and supercapacitor chemistries
    Dubal, D. P.
    Ayyad, O.
    Ruiz, V.
    Gomez-Romero, P.
    CHEMICAL SOCIETY REVIEWS, 2015, 44 (07) : 1777 - 1790
  • [29] Optimization-based power management for battery/supercapacitor hybrid energy storage system with load estimation capability in a DC microgrid
    Farrokhi, Ehsan
    Ghoreishy, Hoda
    Ahangar, Roya Ahmadi
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 155
  • [30] Optimization of sizing and frequency control in battery/supercapacitor hybrid energy storage system for fuel cell ship
    Chen, Hui
    Zhang, Zehui
    Guan, Cong
    Gao, Haibo
    ENERGY, 2020, 197