Load-frequency control of interconnected power system using emotional learning-based intelligent controller

被引：62

作者：

Farhangi, Reza ^{[2
]}

Boroushaki, Mehrdad ^{[2
]}

Hosseini, Seyed Hamid ^{[1
]}

机构：

[1] Sharif Univ Technol, Ctr Excellence Power Syst Management & Control, Dept Elect Engn, Tehran, Iran

[2] Sharif Univ Technol, Dept Energy Engn, Tehran, Iran

来源：

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS | 2012年 / 36卷 / 01期

关键词：

Emotional learning; Generation rate constraint (GRC); Load-frequency control (LFC); Proportional integral (PI) controller; Fuzzy logic (FL) controller; Hybrid neuro-fuzzy (HNF) controller;

D O I：

10.1016/j.ijepes.2011.10.026

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：

In this paper a novel approach based on the emotional learning is proposed for improving the load-frequency control (LFC) system of a two-area interconnected power system with the consideration of generation rate constraint (GRC). The controller includes a neuro-fuzzy system with power error and its derivative as inputs. A fuzzy critic evaluates the present situation, and provides the emotional signal (stress). The controller modifies its characteristics so that the critic's stress is reduced. The convergence and performance of the proposed controller, both in presence and absence of GRC, are compared with those of proportional integral (PI), fuzzy logic (FL), and hybrid neuro-fuzzy (HNF) controllers. (C) 2011 Elsevier Ltd. All rights reserved.

引用

页码：76 / 83

页数：8

共 20 条

[1] LOAD FREQUENCY CONTROL OF INTERCONNECTED POWER-SYSTEMS VIA CONSTRAINED FEEDBACK-CONTROL SCHEMES [J].

ALDEEN, M ;

TRINH, H .

COMPUTERS & ELECTRICAL ENGINEERING, 1994, 20 (01) :71-88

[2]

BEKHOUCHE N, 1992, FIRST IEEE CONFERENCE ON CONTROL APPLICATIONS, PROCEEDINGS, VOLS 1 AND 2, P626, DOI 10.1109/CCA.1992.269776

[3] VARIABLE STRUCTURE CONTROL OF ELECTRIC-POWER GENERATION [J].

BENGIAMIN, NN ;

CHAN, WC .

IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1982, 101 (02) :376-380

[4]

Bevrani H, 2002, IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXHIBITION 2002: ASIA PACIFIC, VOLS 1-3, CONFERENCE PROCEEDINGS, P184, DOI 10.1109/TDC.2002.1178281

[5]

Bevrani H, 2009, POWER ELECTRON POWER, P1, DOI 10.1007/978-0-387-84878-5_1

[6]

El-Metwally K. A., 2008, 2008 12th International Middle-East Power System Conference, P300, DOI 10.1109/MEPCON.2008.4562327

[7] Adaptive critic-based neurofuzzy controller for the steam generator water level [J].

Fakhrazari, Amin ;

Boroushaki, Mehrdad .

IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2008, 55 (03) :1678-1685

[8] UNDERSTANDING AUTOMATIC-GENERATION CONTROL [J].

JALEELI, N ;

EWART, DN ;

VANSLYCK, LS ;

FINK, LH ;

HOFFMANN, AG ;

MILLER, JM ;

GLAVITSCH, H ;

CONCORDIA, C ;

SCHULTE, RP ;

TAYLOR, CW ;

KEYHANI, A ;

BHATTI, TS ;

KOTHARI, DP ;

SATISH, J ;

NANDA, J ;

KOTHARI, ML ;

HARI, L ;

BHISE, GG ;

PONDER, JZ ;

CUCCHI, GA ;

ENNS, MK ;

THOMPSON, HH .

IEEE TRANSACTIONS ON POWER SYSTEMS, 1992, 7 (03) :1106-1122

[9] Emotional learning based intelligent controller for a PWR nuclear reactor core during load following operation [J].

Khorramabadi, Sima Seidi ;

Boroushaki, Mehrdad ;

Lucas, Caro .

ANNALS OF NUCLEAR ENERGY, 2008, 35 (11) :2051-2058

[10]

Masiala M, 2004, 2004 IEEE International Conference on Industrial Technology (ICIT), Vols. 1- 3, P1515

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