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
  • [1] Frequency regulation of a RES integrated power system with AC/DC parallel link employing a fuzzy tuned fractional order controller
    Nayak, Anurekha
    Maharana, Manoj Kumar
    Panda, Gayadhar
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2023, 24 (02) : 129 - 142
  • [2] Frequency Regulation of Multi Area Renewable Energy Source System with Practical Constraints under Fractional-Order Fuzzy Controller
    Kalyan, Ch. Naga Sai
    Venkateswarlu, A. N.
    Reddy, Ch. Rami
    Goud, B. Srikanth
    Prasad, A. Giri
    Sriram, Ch.
    Aymen, Flah
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2021, 11 (03): : 992 - 1002
  • [3] An optimized fractional order cascade controller for frequency regulation of power system with renewable energies and electric vehicles
    Das, Satyajeet
    Panda, Sidhartha
    ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS, 2023, 14 (01): : 171 - 195
  • [4] An optimized fractional order cascade controller for frequency regulation of power system with renewable energies and electric vehicles
    Satyajeet Das
    Sidhartha Panda
    Energy Systems, 2023, 14 : 171 - 195
  • [5] Efficient control of integrated power system using self-tuned fractional-order fuzzy PID controller
    Nithilasaravanan, K.
    Thakwani, Nitisha
    Mishra, Puneet
    Kumar, Vineet
    Rana, K. P. S.
    NEURAL COMPUTING & APPLICATIONS, 2019, 31 (08): : 4137 - 4155
  • [6] Efficient control of integrated power system using self-tuned fractional-order fuzzy PID controller
    K. Nithilasaravanan
    Nitisha Thakwani
    Puneet Mishra
    Vineet Kumar
    K. P. S. Rana
    Neural Computing and Applications, 2019, 31 : 4137 - 4155
  • [7] Improved Sunflower Optimization Algorithm Tuned Adaptive Type-2 Fuzzy PID Controller for Frequency Regulation of Renewable Power Integrated Hybrid Distributed Power System
    Nayak, Smrutiranjan
    Kar, Sanjeeb Kumar
    Dash, Subhransu Sekhar
    International Journal of Renewable Energy Research, 2021, 11 (04): : 1928 - 1938
  • [8] Equilibrium optimizer-tuned cascade fractional-order 3DOF-PID controller in load frequency control of power system having renewable energy resource integrated
    Guha, Dipayan
    Roy, Provas K.
    Banerjee, Subrata
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2021, 31 (01)
  • [9] Frequency Regulation in PV integrated Power System using MFO tuned PIDF controller
    Sharma, Mandeep
    Bansal, Raj Kumar
    Prakash, Surya
    Dhundhara, Sandeep
    2018 IEEE 8TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2018,
  • [10] Application of Fractional Order Cascaded Controller for AGC Study in Power System Integrated With Renewable Sources
    Jena, Narendra Kumar
    Patel, Nimai Charan
    Sahoo, Subhadra
    Sahu, Binod Kumar
    Dash, Subhransu Sekhar
    Bayndir, Ramazan
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2020, 10 (01): : 89 - 100