Fractional Order Fuzzy Logic Controller based Energy Management System for Grid Integrated Microgrid

Fractional Order Fuzzy Logic Controller based Energy Management System for Grid Integrated Microgrid
  IJETT-book-cover           
  
© 2022 by IJETT Journal
Volume-70 Issue-5
Year of Publication : 2022
Authors : Himabindu Eluri, M. Gopichand Naik
DOI :  10.14445/22315381/IJETT-V70I5P225

How to Cite?

Himabindu Eluri, M. Gopichand Naik, "Fractional Order Fuzzy Logic Controller based Energy Management System for Grid Integrated Microgrid," International Journal of Engineering Trends and Technology, vol. 70, no. 5, pp. 227-239, 2022. Crossref, https://doi.org/10.14445/22315381/IJETT-V70I5P225

Abstract
Electric energy security is critical, but high costs, limited fossil fuel sources, need to reduce greenhouse gas emissions make renewable resources appealing in world energy economies. A new control scheme is proposed to improve the EMS and microgrid system`s reliability and effective efficiency, Fractional-Order Fuzzy Logic Controller (FOFLC). The performance of an intelligent FOFLC is investigated in this manuscript. The controller`s performance is studied under load disturbances and changes in set-point conditions to underline the benefits of the proposed control strategy. With FOFLC, the comparative study is also implemented. The incremental conductance approach is utilized to maximize the power generated based on the application of MPPT. The proposed model`s transient state is investigated under various operating scenarios. Design and implementation of an EMS with FOFLC for an AC/DC micro-grid system to extend the battery life cycle, with FOFLC controller providing the desired SoC. As a result of findings, the system negotiated power balance, and battery "SoC" defends desired value for extending the life of an AC/DC microgrid controller. The obtained results with a proposed controller are validated by applying MATLAB/SIMULINK.

Keywords
EMS, MPPT, AC/DC microgrid, SoC. FOFLC.

Reference
[1] Eluri HB, Naik MG. Challenges of RES with Integration of Power Grids, Control Strategies, Optimization Techniques of Microgrids: A Review. International Journal of Renewable Energy Research (IJRER). 11(1) (2021) 1-9.
[2] Madhav DH, Gupta AK, Sashilal M. A Review on Renewable Energy Sources For Hybrid Power Generation. International Journal of Creative Research Thoughts (IJCRT). 1 (2018) 1618-21.
[3] Adefarati T, Bansal RC. Reliability, economic and environmental analysis of a microgrid system in the presence of renewable energy resources. Applied Energy. 15(236) (2019) 1089-114.
[4] Acakpovi A, Adjei P, Nwulu N, Asabere NY. Optimal hybrid renewable energy system: A comparative study of wind/hydrogen/fuelcell and wind/battery storage. Journal of Electrical and Computer Engineering. 15 (2020).
[5] Himabindu E, Naik MG. Modular current cell topology of seven and fifteen-level csi with the reduced count. International Journal of Innovative Technology and Exploring Engineering (IJITEE). 8(8) (2019) 2174-8.
[6] Sivapriyan R, Elangovan D, Kiran BS, Madan R. Recent Research Trends in Solar Photovoltaic Systems. In2020 5th International Conference on Devices, Circuits, and Systems (ICDCS), (2020) 215-220.
[7] Salman S, Xin AI, Zhouyang WU. Design of a P-&-O algorithm-based MPPT charge controller for a stand-alone 200W PV system. Protection and Control of Modern Power Systems. 3(1) (2018) 1-8.
[8] Mishra PK, Tiwari P. Incremental conductance MPPT in a grid-connected PV system. International Journal of Engineering, Science and Technology. 13(1) (2021) 138-45.
[9] Himabindu E, Naik MG. Energy management system for grid integrated microgrid using the fuzzy logic controller. In2020 IEEE 7th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), 27 (2020) 1-6. IEEE.
[10] Rizwan M, Jamil M, editors. Smart Energy Management Systems and Renewable Energy Resources. AIP Publishing LLC; (2021) 29.
[11] Alkahtani AA, Alfalahi ST, Athamneh AA, Al-Shetwi AQ, Mansor MB, Hannan MA, Agelidis VG. Power quality in microgrids including supraharmonics: Issues, standards, and mitigations. IEEE Access. 8 (2020) 8127104-22.
[12] Krishna D, Sasikala M, Ganesh V. Fractional-order fuzzy logic-based upqc for improvement of power quality in distribution power system. International Journal of Recent Technology and Engineering (IJRTE). 7(6) (2019) 1405-10.
[13] Krishna, D., Sasikala, M. & Kiranmayi, R. FOPI and FOFL Controller-Based UPQC for Mitigation of Power Quality Problems in Distribution Power System. J. Electr. Eng. Technol. 17 (2022) 1543–1554.
[14] Krishna D, Sasikala M, Ganesh V. Mathematical modeling and simulation of UPQC in distributed power systems. In2017 IEEE International Conference on Electrical, Instrumentation and Communication Engineering (ICEICE), (2017) 1-5.
[15] Himabindu E, Krishna D, Gopala VM. Performance of Intelligent Controller-Based Bearingless Switched Reluctance Motor. Advances in Renewable Energy and Electric Vehicles, (2022) 355-373.
[16] Alkahtani AA, Alfalahi ST, Athamneh AA, Al-Shetwi AQ, Mansor MB, Hannan MA, Agelidis VG. Power quality in microgrids including supraharmonics: Issues, standards, and mitigations. IEEE Access. 8 (8) (2020) 127104-22.
[17] Garcia-Torres F, Vazquez S, Moreno-Garcia IM, Gil-de-Castro A, Roncero-Sanchez P, Moreno-Munoz A. Microgrids power quality enhancement using model predictive control. Electronics. 10(3) (2021) 328.
[18] Muresan CI, Birs IR, Dulf EH, Copot D, Miclea L. A review of recent advances in fractional-order sensing and filtering techniques. Sensors, 21(17) (2021) 5920.
[19] Muresan CI, Birds I, Ionescu C, Dulf EH, De Keyser R. A Review of Recent Developments in Autotuning Methods for Fractional-Order Controllers. Fractal and Fractional.6(1) (2022) 37.
[20] Kothari K, Mehta UV, Prasad R. Fractional-order system modeling and its applications. Journal of Engineering Science and Technology Review. 12(6) (2019) 1-0.
[21] Luo K, Jiao Y, Zhu J. Corrigendum: Perturbation Observer-Based Fractional-Order Control for SMES Systems Based on Jellyfish Search Algorithm. Frontiers in Energy Research. (2022) 380.
[22] Birs I, Nascu I, Ionescu C, Muresan C. Event-based fractional order control. Journal of Advanced Research. 1(25) (2020) 191-203.
[23] Bajpai A, Kushwah VS. Importance of fuzzy logic and application areas in engineering research. International Journal of Recent Technology and Engineering (IJRTE). 7 (2019) 1467-71.
[24] Hernández AB, Hidalgo DB. Fuzzy Logic in Business, Management, and Accounting. Open Journal of Business and Management. 13 8(6) (2020) 2524-44.
[25] Sowmiyaa S, Lavanya M, Mahendran K, Geethalakshmi V. An Insight into Fuzzy Logic Computation Technology and Its Applications in Agriculture and Meteorology. Oriental Journal of Computer Science and Technology. 14 13(2, 3, 4) (2021).
[26] Patil RM, Nagaraj MS, Venkataramu PS. Design and Implementation of Harmonic Trap Filter in Conjunction with a Line Reactor using Simulink. International Journal of Electrical and Electronics Engineering. 3(9) (2016) 7-16.
[27] Madi EN, Naim S, Yaafar A, Yaakob AM, Yusoff B. Agreement matrix based on fuzzy decision-making to rank ship Berthing criteria. Int. J. Eng. Trends Tech. 68 (2020)31-6.