Frequency regulation of a maiden structured power system with integrated renewable energy source by a fuzzy-tuned fractional order controller

被引:3
|
作者
Nayak, Anurekha [1 ]
Maharana, Manoj Kumar [2 ]
Sidhu, Tarlochan [3 ]
Padmanaban, Sanjeevikumar [4 ]
Panda, Gayadhar [5 ]
机构
[1] DRIEMS, Dept Elect Engn, Cuttack, Odisha, India
[2] KIIT Deemed Be Univ, Sch Elect Engn, Bhubaneswar, Odisha, India
[3] Univ Ontario Inst Technol, Dept Elect Comp & Software Engn, Oshawa, ON, Canada
[4] Univ South Eastern Norway, Dept Elect Engn Informat Technol & Cybernet, Notodden, Norway
[5] Natl Inst Technol Meghalaya, Dept Elect Engn, Shillong, Meghalaya, India
关键词
Renewable energy source (RES); hybrid fuzzy cascaded fractional order PI-fractional order PD (FCFOPI-FOPD) controller; physical identification of GRC; steam turbine dynamic model;
D O I
10.1080/15567036.2022.2115581
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, a hybrid fuzzy cascaded fractional order proportional integral-fractional order proportional derivative (FCFOPI-FOPD) controller improves the frequency regulation of a renewable energy source (RES) integrated power system. The frequency response characteristics of a two-area non-linear thermal-hydro-wind model under various operating situations are explored with an emphasis on the extensive usage of renewable energy sources (RES) in modern power systems. The power system in this study is developed using an innovative combination of a standard dynamic model of the steam turbine and the actual physical position of the generation rate constraint in the power plant model. The suggested FCFOPI-FOPD hybrid controller minimizes a power system's frequency deviation caused by specific differences in the pre-scheduled load. The effectiveness of a proposed FCFOPI-FOPD hybrid controller in alleviating system frequency variations under various perturbations was determined using MATLAB Simulink analysis. Comprehensive results show that the FCFOPI-FOPD hybrid controller outperforms the fuzzy-structured fractional order proportional integral and derivative (FOPID) and the proportional and integral controllers. The results also demonstrate that the proposed controller improves the settling time of frequency variations in area-1, area-2, and tie-line power deviation by 47%, 51%, and 66% compared to the responses obtained with the fuzzy FOPID controller.
引用
收藏
页码:7841 / 7856
页数:16
相关论文
共 50 条
  • [21] Optimized Fractional Order Integral-Tilt Derivative Controller for Frequency Regulation of Interconnected Diverse Renewable Energy Resources
    Daraz, Amil
    Malik, Suheel Abdullah
    Azar, Ahmad Taher
    Aslam, Sheraz
    Alkhalifah, Tamim
    Alturise, Fahad
    IEEE ACCESS, 2022, 10 : 43514 - 43527
  • [22] Fractional order based controller for frequency control of hybrid power system
    Mohanty, Debidasi
    Panda, Sidhartha
    2019 1ST IEEE INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY TECHNOLOGIES AND SYSTEMS (IEEE-ICSETS 2019), 2019, : 087 - 092
  • [23] Effect of Electric Vehicles and Renewable Sources on Frequency Regulation in Hybrid Power System Using QOAOA Optimized Type-2 Fuzzy Fractional Controller
    Mrinal Ranjan
    Ravi Shankar
    International Journal of Fuzzy Systems, 2024, 26 : 825 - 848
  • [24] Effect of Electric Vehicles and Renewable Sources on Frequency Regulation in Hybrid Power System Using QOAOA Optimized Type-2 Fuzzy Fractional Controller
    Ranjan, Mrinal
    Shankar, Ravi
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, 26 (03) : 825 - 848
  • [25] Fuzzy Hysteresis Current Controller for Power Quality Enhancement in Renewable Energy Integrated Clusters
    Kumar, Yellapragada Venkata Pavan
    Rao, Sivakavi Naga Venkata Bramareswara
    Padma, Kottala
    Reddy, Challa Pradeep
    Pradeep, Darsy John
    Flah, Aymen
    Kraiem, Habib
    Jasinski, Michal
    Nikolovski, Srete
    SUSTAINABILITY, 2022, 14 (08)
  • [26] Fractional Order PD(1+ PI) Controller for Frequency Control of Power System with Renewable Sources and Electric Vehicle
    Baliarsingh, Asini Kumar
    Mohapatra, Sangram Keshori
    Dash, Pabitra Mohan
    ELECTRICA, 2024, 24 (02): : 406 - 424
  • [27] Design and Optimization of Fractional Order PID Controller to Enhance Energy Storage System Contribution for Damping Low-Frequency Oscillation in Power Systems Integrated with High Penetration of Renewable Sources
    Abumeteir, Hasan Ali
    Vural, Ahmet Mete
    SUSTAINABILITY, 2022, 14 (09)
  • [28] Frequency Regulation of Hybrid Distributed Power Systems Integrated with Renewable Sources by Optimized Type-2 Fuzzy PID Controller
    Nayak, Smrutiranjan
    Dash, Subhransu Sekhar
    Kar, Sanjeeb Kumar
    2021 9TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID, 2021, : 259 - 263
  • [29] Frequency regulation of wind energy integrated power system using a novel optimized type II fuzzy tilted integral derivative controller
    Sinha, Sayantan
    Mallick, Ranjan Kumar
    Panda, Gayadhar
    Nayak, Pravati
    Bhoi, Ashok
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2022, 23 (05) : 703 - 714
  • [30] Sunflower optimization based fractional order fuzzy PID controller for frequency regulation of solar-wind integrated power system with hydrogen aqua equalizer-fuel cell unit
    Nayak, Pratap Chandra
    Nayak, Barada Prasanna
    Prusty, Ramesh Chandra
    Panda, Sidhartha
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2021,