Lion Algorithm with Levy Update: Load frequency controlling scheme for two-area interconnected multi-source power system

被引:17
|
作者
Sharma, Deepesh [1 ]
Yadav, Naresh Kumar [2 ]
机构
[1] DCR Univ Sci & Technol, Murthal 131039, Sonepat, India
[2] DeenbandhuChhotu Ram Univ Sci & Technol, Murthal, Haryana, India
关键词
Load frequency control; Lion Algorithm; LLU; fractional order proportional integral; multi-source; gain scheduling; DESIGN;
D O I
10.1177/0142331219848033
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In an interconnected multi-area power system, Load Frequency Control (LFC) is a main challenging problem. This paper presents the Fractional Order Proportional Integral (FOPI) controller for an interconnected two-area power system, wherein each area has multi-source power systems. The gains of the proposed controller are being optimized by Lion Algorithm (LA), utilizing an integral square error (ISE) criterion, to develop the proposed Lion with Levy Update-based FOPI controller (LLUFOPI). The proposed LA schedules the gain of the LLUFOPI controller by achieving the least possible error. Hence, the LLUFOPI controller assures better LFC in the two-area interconnected power system. The performance of the proposed controller is assessed by considering the practical constraints in power system such as Generation Rate Constraints (GRC), communication delay, AC/DC link, step load variation and Capacitive Energy Storage (CES) device. Finally, the simulation results show that the LLUFOPI controller provides a well- optimized gain that is 89% higher than the other algorithms with better stability. The Integral Square Error (ISE) value of the proposed controller is 81.1% lesser than the other algorithms. Better LFC in the two-area multi-source-interconnected power system is hence achieved with minimum ISE.
引用
收藏
页码:4084 / 4099
页数:16
相关论文
共 50 条
  • [41] Decentralized Robust Control for Two-Area Interconnected Power System
    Wang, Wei
    Ohmori, Hiromitsu
    2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 3656 - 3663
  • [42] Model predictive load frequency control of a two-area deregulated power system
    Ejegi, Evans E.
    Rossiter, John A.
    Trodden, Paul
    2015 EUROPEAN CONTROL CONFERENCE (ECC), 2015, : 1044 - 1049
  • [43] Gravitational Search Algorithm (GSA) Based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC)
    Safi, Shah Jahan
    Tezcan, Suleyman Sungur
    Eke, Ibrahim
    Farhad, Zakirhussain
    GAZI UNIVERSITY JOURNAL OF SCIENCE, 2018, 31 (01): : 139 - 153
  • [44] Load Frequency Control in a Two-Area Power System with Supercapacitor Energy Storage System
    Dar, S. Zahid Nabi
    Mufti, Mairaj-ud-Din
    2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT), 2017, : 710 - 714
  • [45] Equilibrium Optimizer and FLC of Two Area Load Frequency Control with Multi-Source Generators System
    Abdelwahab, Saad A. Mohamed
    Mohamed, Moayed
    Ebeed, Mohamed
    Abdellatif, Walid S. E.
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2022, 12 (04): : 2180 - 2188
  • [46] Frequency Consensus Control for Two-area Flexible DC Interconnected System
    Li, Pengfei
    Li, Xialin
    Guo, Li
    Huang, Di
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 7304 - 7309
  • [47] Load Frequency Control of Two-area Interconnected Power System Using Optimal Controller, PID Controller and Fuzzy Logic Controller
    Basavarajappa, S. R.
    Nagaraj, M. S.
    HELIX, 2020, 10 (03): : 30 - 35
  • [48] Load Frequency Control of Two-Area Interconnected Power System Using Fuzzy Logic-Based PI Control Method
    An, Aimin
    Chen, Yixin
    Zhang, Haochen
    Liu, Fuchao
    Zheng, Jingjing
    PROCEEDINGS OF THE 2015 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT TECHNOLOGY AND SYSTEMS, 2015, 338 : 297 - 307
  • [49] Load Frequency Control of Two Area and Multi Source Power System Using Grey Wolf Optimization Algorithm
    Dogan, Ahmet
    2019 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO 2019), 2019, : 81 - 84
  • [50] Load frequency control of a realistic power system with multi-source power generation
    Parmar, K. P. Singh
    Majhi, S.
    Kothari, D. P.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 42 (01) : 426 - 433