Comparison of performances of several Cuckoo search algorithm based 2DOF controllers in AGC of multi-area thermal system

被引:100
|
作者
Dash, Puja [1 ]
Saikia, Lalit Chandra [1 ]
Sinha, Nidul [1 ]
机构
[1] Natl Inst Technol Silchar, Dept Elect Engn, Silchar, Assam, India
关键词
Automatic generation control; Cuckoo search algorithm; Generation rate constraint; Sensitivity analysis; Two degree of freedom controllers; STRUCTURAL DESIGN OPTIMIZATION; BEE COLONY ALGORITHM; FREQUENCY CONTROL; IMMUNE ALGORITHM; LEVY FLIGHTS; HYBRID; REHEAT;
D O I
10.1016/j.ijepes.2013.09.034
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
This paper presents the automatic generation control (AGC) of an unequal three area thermal system with single reheat turbine and generation rate constraints of 3%/min in each area. A two degree of freedom (2DOF) controller called 2DOF - integral plus double derivative (2DOF - IDD) is proposed for the first time in AGC as secondary controller. Secondary controller gains and other parameters are simultaneously optimized using a more recent and powerful evolutionary computational technique called Cuckoo search algorithm (CS). The system dynamic responses obtained with 2DOF - IDD controller are compared with that obtained with other 2DOF controllers such as 2DOF - Proportional-Integral (2DOF - PI), 2DOF Proportional - Integral-Derivative (2DOF - PID). Investigations reveals that 2DOF - PI, and 2DOF - PID provide more or less same response where as 2DOF - IDD controller provides much better response than the others. Sensitivity analysis reveals that the CS optimized 2DOF - IDD controller parameters obtained at nominal condition of loading and nominal size of step load perturbation (SLP) are robust and need not be reset with wide changes in system loading and (SLP). (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:429 / 436
页数:8
相关论文
共 50 条
  • [1] Comparison of performances of several FACTS devices using Cuckoo search algorithm optimized 2DOF controllers in multi-area AGC
    Dash, Puja
    Saikia, Lalit Chandra
    Sinha, Nidul
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 65 : 316 - 324
  • [2] Performance comparison of several classical controllers in AGC for multi-area interconnected thermal system
    Saikia, Lalit Chandra
    Nanda, J.
    Mishra, S.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (03) : 394 - 401
  • [3] AGC of a Multi-Area Thermal-CCGT System Using Cuckoo Search Optimized Classical Controllers
    Rahman, Asadur
    Sahu, Shashi Kant
    Saikia, Lalit Chandra
    Dash, Puja
    [J]. 2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,
  • [4] Optimized 2DOF PID for AGC of Multi-area Power System Using Dragonfly Algorithm
    Simhadri, Kumaraswamy
    Mohanty, Banaja
    Rao, U. Mohan
    [J]. APPLICATIONS OF ARTIFICIAL INTELLIGENCE TECHNIQUES IN ENGINEERING, SIGMA 2018, VOL 1, 2019, 698 : 11 - 22
  • [5] Cuckoo search algorithm based two degree of freedom controller for multi-area thermal system
    Debbarma, Sanjoy
    Nath, Anubhav
    Sarma, Upasana
    Saikia, Lalit Chandra
    [J]. 2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,
  • [6] AGC of a Multi - area Interconnected System with FACTS and Firefly Optimized 2DOF PID Controller
    Dash, Puja
    Saikia, Lalit Chandra
    Sinha, Nidul
    [J]. 2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC), 2014, : 397 - 401
  • [7] Multi-area Economic Dispatch Using Hybrid Cuckoo Search Algorithm
    Khai Phuc Nguyen
    Nguyen Duy Dinh
    Fujita, Goro
    [J]. 2015 50TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2015,
  • [8] Performance Improvement of AGC Using Novel Controllers in a Multi-Area Solar Thermal System under Deregulated Environment
    Rajendran, Madhuvanthani
    Govindasamy, Sundar
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2024, 52 (06) : 847 - 862
  • [9] Multi-Area Economic Dispatch in bulk system using Self-Learning Cuckoo Search Algorithm
    Khai Phuc Nguyen
    Fujita, Goro
    [J]. 2017 52ND INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2017,
  • [10] Performance Comparison of FOA Optimized Several Classical Controllers for Multi-area Multi-sources Power System
    Acharyulu, B. V. S.
    Swamy, S. K.
    Mohanty, Banaja
    Hota, P. K.
    [J]. SOFT COMPUTING IN DATA ANALYTICS, SCDA 2018, 2019, 758 : 417 - 426