Real Time Implementation of Fuzzy Based Charging-Discharging Controller for Lithium-ion Battery in Microgrid Applications

被引:2
作者
Faisal, M.
Hannan, M. A.
Ker, Pin J.
Lipu, M. S. Hossain
Uddin, M. N.
机构
来源
2020 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING | 2020年
关键词
Fuzzy; charging-discharging; Lithium-ion; microgrid; state of charge; MODEL-PREDICTIVE CONTROL; ENERGY-STORAGE; POWER MANAGEMENT; SYSTEM; CONVERTER; STATE; OPTIMIZATION; STRATEGY; DESIGN; UNITS;
D O I
10.1109/IAS44978.2020.9334749
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
This paper presents the fuzzy based charging-discharging control technique of lithium-ion battery storage in microgrid application. Proposed fuzzy based scheme enabling the storage to charge or discharge based on the available power, load demand and battery SOC. Various controlling techniques have been implemented to evaluate and control the battery performance, which have the limitation of controlling overcharging or over-discharging, complexity in control and longer charging time. Besides, fuzzy controller is less complex, and faster, as it obviates the extra sensing components, requires no additional deep discharging and overcharging protection, and easy to implement due to the absence of mathematical calculation. Numerical simulations with the load demand and the generations demonstrate the effectiveness of the proposed charging-discharging controller strategy. The efficacy of the proposed controller is tested under certain load variation for real time application. Obtained experimental result shows that, the developed model can control the battery charging-discharging efficiently. Moreover, it is also seen from the output that, the battery state of charge does not go beyond the limit of the respective safe battery operating region (20% to 80%). Thus, the main contribution of this research is to develop an improved fuzzy model and thus implement the system for real time application to control the charging-discharging of the battery.
引用
收藏
页数:8
相关论文
共 38 条
  • [1] Market-Oriented Energy Management of a Hybrid Wind-Battery Energy Storage System Via Model Predictive Control With Constraint Optimizer
    Abdeltawab, Hussein Hassan
    Mohamed, Yasser Abdel-Rady I.
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (11) : 6658 - 6670
  • [2] Supervisory Control for Power Management of an Islanded AC Microgrid Using a Frequency Signalling-Based Fuzzy Logic Controller
    Al Badwawi, Rashid
    Issa, Walid R.
    Mallick, Tapas K.
    Abusara, Mohammad
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (01) : 94 - 104
  • [3] Fuzzy Logic-Based Energy Management System Design for Residential Grid-Connected Microgrids
    Arcos-Aviles, Diego
    Pascual, Julio
    Marroyo, Luis
    Sanchis, Pablo
    Guinjoan, Francesc
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (02) : 530 - 543
  • [4] Performance Improvement of Multi-DER Microgrid for Small- and Large-Signal Disturbances and Nonlinear Loads: Novel Complementary Control Loop and Fuzzy Controller in a Hierarchical Droop-Based Control SchemeE
    Baghaee, Hamid Reza
    Mirsalim, Mojtaba
    Gharehpetian, G. B.
    [J]. IEEE SYSTEMS JOURNAL, 2018, 12 (01): : 444 - 451
  • [5] An Electronic Circuit for Trickle Charge Harvesting From Littoral Microbial Fuel Cells
    Bandyopadhyay, Promode R.
    Thivierge, Daniel P.
    McNeilly, Frank M.
    Fredette, Albert
    [J]. IEEE JOURNAL OF OCEANIC ENGINEERING, 2013, 38 (01) : 32 - 42
  • [6] State of charge and state of power management among the energy storage systems by the fuzzy tuned dynamic exponent and the dynamic PI controller
    Bhowmik, Pritam
    Chandak, Sheetal
    Rout, Pravat Kumar
    [J]. JOURNAL OF ENERGY STORAGE, 2018, 19 : 348 - 363
  • [7] Assessment and Control of Microgrid Impacts on Distribution Networks by Using Experimental Tests
    Cagnano, Alessia
    De Tuglie, Enrico
    Gibilisco, Paolo
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2019, 55 (06) : 7157 - 7164
  • [8] Design of a reflex-based bidirectional converter with the energy recovery function
    Chen, Liang-Rui
    Chu, Neng-Yi
    Wang, Chau-Shing
    Liang, Ruey-Hsun
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (08) : 3022 - 3029
  • [9] Design and Implementation of Energy Management System With Fuzzy Control for DC Microgrid Systems
    Chen, Yu-Kai
    Wu, Yung-Chun
    Song, Chau-Chung
    Chen, Yu-Syun
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2013, 28 (04) : 1563 - 1570
  • [10] Robust Control of a Microgrid Energy Storage System Using Various Approaches
    Choi, Jongwoo
    Shin, Youngmee
    Choi, Moonok
    Park, Wan-Ki
    Lee, Il-Woo
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (03) : 2702 - 2712