Gravitational Search Algorithm (GSA) Optimized Fuzzy-PID controller Design for Load frequency control of an interconnected multi-area power system

被引:0
|
作者
Debnath, Manoj Kumar [1 ]
Mallick, Ranjan Kumar [2 ]
Das, Sadhana [2 ]
Aman, Aditya [2 ]
机构
[1] Siksha O Anusandhan Univ, Dept EE, Bhubaneswar, Odisha, India
[2] Siksha O Anusandhan Univ, Dept EEE, Bhubaneswar, Odisha, India
关键词
Automatic Generation Control; Particle Swarm Optimization; Gravitational Search Algorithm; Fuzzy Logic Controller; Proportional-Integral-Derivative controller; PERFORMANCE ANALYSIS; REHEAT;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper focuses on the load frequency control of two area interconnected reheat thermal systemwith fuzzy-PID controller optimized by gravitational search algorithm(GSA). The gains of the fuzzy-PID controllers are optimized by providing a step load perturbation(SLP) of 1% to area 1in consideration of integral time absolute error(ITAE) as the objective function. The dynamic performances of the system are being analyzed with GSA and PSO optimized fuzzy-PID controllers. The supremacy of the proposed method is depicted in terms of settling time, peak overshoots and undershoots in comparison with a recently published results. Further the robustness of the system is proved by changing the system loading.
引用
下载
收藏
页数:6
相关论文
共 50 条
  • [21] Design of MI fuzzy PID controller optimized by Modified Group Hunting Search algorithm for interconnected power system
    Jyoti Ranjan Nayak
    Binod Shaw
    Sudeepa Das
    Binod Kumar Sahu
    Microsystem Technologies, 2018, 24 : 3615 - 3621
  • [22] Teaching-learning based optimization algorithm based fuzzy-PID controller for automatic generation control of multi-area power system
    Sahu, Binod Kumar
    Pati, Swagat
    Mohanty, Pradeep Kumar
    Panda, Sidhartha
    APPLIED SOFT COMPUTING, 2015, 27 : 240 - 249
  • [23] Optimal design of fuzzy-PID controller for automatic generation control of multi-source interconnected power system
    Mohamed Barakat
    Neural Computing and Applications, 2022, 34 : 18859 - 18880
  • [24] Optimal design of fuzzy-PID controller for automatic generation control of multi-source interconnected power system
    Barakat, Mohamed
    NEURAL COMPUTING & APPLICATIONS, 2022, 34 (21): : 18859 - 18880
  • [25] Model Predictive Load Frequency Control of Multi-Area Interconnected Power System
    Kunya, A. B.
    Argin, M.
    2018 IEEE TEXAS POWER AND ENERGY CONFERENCE (TPEC), 2018,
  • [26] Robust Networked Control of Load Frequency in Multi-area Interconnected Power System
    Zamanian, Hamid
    Ghaisari, Jafar
    Sheikholeslam, Farid
    2017 25TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2017, : 1126 - 1131
  • [27] A novel hybrid LUS-TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system
    Sahu, Binod Kumar
    Pati, Tridipta Kumar
    Nayak, Jyoti Ranjan
    Panda, Sidhatrha
    Kar, Sanjeeb Kumar
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 74 : 58 - 69
  • [28] JAYA Algorithm-Optimized Load Frequency Control of a Four-Area Interconnected Power System Tuning Using PID Controller
    Pahadasingh, Sunita
    Jena, Chitralekha
    Panigrahi, Chinmoy Kumar
    Ganthia, Bibhu Prasad
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2022, 12 (03) : 8646 - 8651
  • [29] Application of flower pollination algorithm in load frequency control of multi-area interconnected power system with nonlinearity
    K. Jagatheesan
    B. Anand
    Sourav Samanta
    Nilanjan Dey
    V. Santhi
    Amira S. Ashour
    Valentina E. Balas
    Neural Computing and Applications, 2017, 28 : 475 - 488
  • [30] Load frequency control of interconnected five-area power system with pid controller
    Sahu, Avinash
    Prasad, L. B.
    2017 IEEE INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION, INSTRUMENTATION AND CONTROL (ICICIC), 2017,