Load Frequency Control of a Multi-Area Power System: An Adaptive Fuzzy Logic Approach

被引:247
作者
Yousef, Hassan A. [1 ]
AL-Kharusi, Khalfan [2 ]
Albadi, Mohammed H. [1 ]
Hosseinzadeh, Nasser [1 ]
机构
[1] Sultan Qaboos Univ, Dept Elect & Comp Engn, Muscat 123, Oman
[2] Worley Parsons Resources & Energy, Al Khuwair 133, Oman
关键词
Adaptive control; adaptive fuzzy control; fuzzy approximation; GDB; GRC; load frequency control (LFC); multi-area;
D O I
10.1109/TPWRS.2013.2297432
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
In this paper, a new load frequency control (LFC) for multi-area power systems is developed based on the direct-indirect adaptive fuzzy control technique. LFCs for each area are designed based on availability of frequency deviation of each area and tie-line power deviation between areas. The fuzzy logic system approximation capabilities are exploited to develop suitable adaptive control law and parameter update algorithms for unknown interconnected LFC areas. An tracking performance criterion is introduced to minimize the approximation errors and the external disturbance effects. The proposed controller guarantees stability of the overall closed-loop system. Simulation results for a real three-area power system prove the effectiveness of the proposed LFC and show its superiority over a classical PID controller and a type-2 fuzzy controller.
引用
收藏
页码:1822 / 1830
页数:9
相关论文
共 31 条
[1]
Adaptive optimal gain scheduling for the load frequency control problem [J].
Abdennour, A .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2002, 30 (01) :45-56
[2]
Arivoli R., 2012, INT J COMPUT APPL, V38, P1
[3]
Bevrani H, 2011, INTELLIGENT AUTOMATIC GENERATION CONTROL, P1
[4]
Bevrani H., 2004, P I ELECT ENG GENER, V151
[5]
Fuzzy Logic-Based Load-Frequency Control Concerning High Penetration of Wind Turbines [J].
Bevrani, Hassan ;
Daneshmand, Pourya Ranjbar .
IEEE SYSTEMS JOURNAL, 2012, 6 (01) :173-180
[6]
On Load-Frequency Regulation With Time Delays: Design and Real-Time Implementation [J].
Bevrani, Hassan ;
Hiyama, Takashi .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2009, 24 (01) :292-300
[7]
Chang YC, 2001, IEEE T FUZZY SYST, V9, P278, DOI 10.1109/91.919249
[8]
A NONLINEAR H-INFINITY CONTROL DESIGN IN ROBOTIC SYSTEMS UNDER PARAMETER PERTURBATION AND EXTERNAL DISTURBANCE [J].
CHEN, BS ;
LEE, TS ;
FENG, JH .
INTERNATIONAL JOURNAL OF CONTROL, 1994, 59 (02) :439-461
[9]
A robust decentralized load frequency controller for interconnected power systems [J].
Dong, Lili ;
Zhang, Yao ;
Gao, Zhiqiang .
ISA TRANSACTIONS, 2012, 51 (03) :410-419
[10]
Quasi-Decentralized Functional Observers for the LFC of Interconnected Power Systems [J].
Hieu Trinh ;
Fernando, Tyrone ;
Iu, Herbert H. C. ;
Wong, Kit Po .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (03) :3513-3514