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
  • [41] A Stand-alone Photovoltaic Supercapacitor Battery Hybrid Energy Storage System
    Glavin, M. E.
    Chan, Paul K. W.
    Armstrong, S.
    Hurley, W. G.
    2008 13TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE, VOLS 1-5, 2008, : 1688 - 1695
  • [42] Power Management of an Oscillating Water Column Wave Energy Converter with Battery/Supercapacitor Hybrid Energy Storage
    Rajapakse, Gimara
    Jayasinghe, Shantha
    Fleming, Alan
    2018 8TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES), 2018, : 246 - 251
  • [43] Battery Currents Limitation in Passivity Based Controlled Battery/Supercapacitor Hybrid Energy Storage System
    Shchur, Ihor
    Biletskyi, Yurii
    2018 IEEE 38TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND NANOTECHNOLOGY (ELNANO), 2018, : 504 - 510
  • [44] A novel hybrid approach for efficient energy management in battery and supercapacitor based hybrid energy storage systems for electric vehicles
    Kranthikumar, I.
    Srinivas, C. H.
    Kiran, T. Vamsee
    Pradeep, P.
    Balamurugan, V.
    ELECTRICAL ENGINEERING, 2025, 107 (01) : 1 - 17
  • [45] Modeling and Analysis of a Battery-Supercapacitor Hybrid Energy Storage System (HESS) for Renewable Energy Applications
    Moloelang, Klaas M.
    Le Roux, Peet F.
    Abe, Bolanle T.
    Nnachi, Agha F.
    Ratau, Thato P.
    2023 6TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY AND POWER ENGINEERING, REPE 2023, 2023, : 293 - 299
  • [46] STABILITY ANALYSIS OF HYBRID ENERGY STORAGE BASED ON SUPERCAPACITOR AND BATTERY
    Bondarenko, O. F.
    Kozhushko, Yu, V
    Karbivska, T. O.
    Zheliazkov, Y. O.
    Safronov, P. S.
    ELECTRICAL ENGINEERING & ELECTROMECHANICS, 2020, (05) : 31 - 37
  • [47] A load predictive energy management system for supercapacitor-battery hybrid energy storage system in solar application using the Support Vector Machine
    Chia, Yen Yee
    Lee, Lam Hong
    Shafiabady, Niusha
    Isa, Dino
    APPLIED ENERGY, 2015, 137 : 588 - 602
  • [48] Control Strategies for Battery/Supercapacitor Hybrid Energy Storage Systems
    Zhang, Yu
    Jiang, Zhenhua
    Yu, Xunwei
    2008 IEEE ENERGY 2030 CONFERENCE, 2008, : 273 - 278
  • [49] Assessing hybrid supercapacitor-battery energy storage for active power management in a wind-diesel system
    Shayeghi, H.
    Monfaredi, F.
    Dejamkhooy, A.
    Shafie-khah, M.
    Catalao, J. P. S.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 125
  • [50] Optimal Energy Management of a Hybrid Electric Bus with a Battery-Supercapacitor Storage System using Genetic Algorithm
    Herrera, Victor Isaac
    Saez-de-Ibarra, Andoni
    Milo, Aitor
    Gaztanaga, Haizea
    Camblong, Haritza
    2015 INTERNATIONAL CONFERENCE ON ELECTRICAL SYSTEMS FOR AIRCRAFT, RAILWAY, SHIP PROPULSION AND ROAD VEHICLES (ESARS), 2015,