Hierarchical bi-level load frequency control for multi-area interconnected power systems

被引:2
|
作者
Kunya, Abdullahi Bala [1 ]
机构
[1] Ahmadu Bello Univ, Dept Elect Engn, Zaria, Nigeria
关键词
Control area; Linear quadratic regulator; Load frequency control; Multi area power systems; Tie-line power; Moth flame optimization; AUTOMATIC-GENERATION CONTROL; ALGORITHM; DESIGN;
D O I
10.1016/j.ijepes.2023.109600
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To overcome the shortcomings of proportional-integral (PI) control, a linear quadratic regulator (LQR) is proposed in this study, to determine the set points of the PI controllers in a two-level hierarchical manner. The application of the proposed scheme is studied on load frequency control (LFC) of a power system with multiple control areas (CAs). At the lower control level, a discrete PI controllers are used to regulate the frequency and tie-line powers of each of the CAs. To achieve an improved closed loop performance, the local PI controllers are optimally tuned using moth flame optimization (MFO) algorithm by minimizing the Integral Square Error (ISE) of the state errors with respect to local information and interactions with neighboring CAs. While at the upper control layer, an optimized finite-horizon LQR is applied as a guide to establish the optimal set-points of the lower level PI controllers. Since only few of the state variables can be accessed, Kalman filter (KF) is applied as an observer for the estimation of the remaining states. The efficacy of the proposed scheme is verified by implementing it on a three-CA system perturbed with a step and random net disturbances formed by combining the fluctuations in the output power of DFIG-based wind turbine generator and random load demand. From the simulation results, it is established that the proposed LQR-PI supervisory scheme has outperformed the conventional PI control scheme in optimality and stability.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Multi-area load frequency control of power systems: A decentralized variable structure approach
    Ray, G
    Dey, S
    Bhattacharyya, TK
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2005, 33 (03) : 315 - 331
  • [42] Resilient Load Frequency Control of Multi-Area Power Systems Under DoS Attacks
    Hu, Songlin
    Ge, Xiaohua
    Li, Yu
    Chen, Xiaoli
    Xie, Xiangpeng
    Yue, Dong
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 18 : 936 - 947
  • [43] Partially Decentralized Load Frequency Control of Multi-area Power Systems in Deregulated Environments
    Zhou, Hong
    Hao, Yuchun
    Tan, Wen
    2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 4704 - 4709
  • [44] Distributed economic model predictive load frequency control for the multi-area interconnected power system with wind power integration
    Ma M.-M.
    Cui J.
    Li Y.-M.
    Liu X.-J.
    Kongzhi yu Juece/Control and Decision, 2024, 39 (05): : 1557 - 1565
  • [45] Multi-stage bi-level linear model for low carbon expansion planning of multi-area power systems
    Asgharian, Vahid
    Abdelaziz, Morad M. A.
    Kamwa, Innocent
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2019, 13 (01) : 9 - 20
  • [46] Tube-based MPC strategy for load frequency control of multi-area interconnected power system with HESS
    An, Zhuoer
    Liu, Xinghua
    Xiao, Gaoxi
    Song, Guangyu
    Wang, Peng
    JOURNAL OF ENERGY STORAGE, 2024, 99
  • [47] H∞ Robust Load Frequency Control for Multi-Area Interconnected Power System with Hybrid Energy Storage System
    Yan, Wenxu
    Sheng, Lina
    Xu, Dezhi
    Yang, Weilin
    Liu, Qian
    APPLIED SCIENCES-BASEL, 2018, 8 (10):
  • [48] Optimal Tuning for Load Frequency Control Using Ant Lion Algorithm in Multi-Area Interconnected Power System
    Kouba, Nour El Yakine
    Menaa, Mohamed
    Tehrani, Kambiz
    Boudour, Mohamed
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2019, 25 (02): : 279 - 294
  • [49] Load frequency control of multi-area interconnected thermal power system: artificial intelligence-based approach
    Jagatheesan, Kaliannan
    Anand, Baskaran
    Dey, Nilanjan
    Ashour, Amira S.
    Balas, Valentina E.
    INTERNATIONAL JOURNAL OF AUTOMATION AND CONTROL, 2018, 12 (01) : 126 - 152
  • [50] Sliding mode based load frequency control for multi-area interconnected power system containing renewable energy
    Mi, Yang
    Yang, Yang
    Zhang, Han
    Yu, Aiqing
    Wang, Limin
    Ren, Lufei
    2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,