Automatic generation control of power system in deregulated environment using hybrid TLBO and pattern search technique

被引:48
|
作者
Khamari, Dillip [1 ]
Sahu, Rabindra Kumar [1 ]
Gorripotu, Tulasichandra Sekhar [1 ]
Panda, Sidhartha [1 ]
机构
[1] Veer Surendra Sai Univ Technol VSSUT, Dept Elect Engn, Burla 768018, Odisha, India
关键词
Teaching Learning Based Optimization (TLBO) algorithm; Pattern Search (PS); Automatic Generation Control (AGC); Superconducting Magnetic Energy Storage (SMES); Thyristor Controlled Phase Shifter (TCPS); Tilted Integral Derivative (TID) controller; LOAD-FREQUENCY CONTROL; OPTIMIZATION ALGORITHM; PID CONTROLLER; SMES; AGC; IMPACT; TCPS;
D O I
10.1016/j.asej.2019.10.012
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the present work, a hybrid Teaching Learning Based Optimization and Pattern Search (hTLBO-PS) technique with Tilted Integral Derivative (TID) controller is suggested for Automatic Generation Control (AGC) under deregulated environment. In the beginning, a two-area four units thermal-gas system is assumed and Tilted Integral Derivative (TID) controller is employed. The superiority of hTLBO-PS based TID is illustrated by comparing the published results with Genetic Algorithm (GA) and Differential Evolution (DE) tuned I/PI/PID controllers for the identical test scheme. After that the suggested methodology is extended to 2-area with 6-units power system by considering the non-linearities parameters. Additionally, to improve the performance of the system, a Thyristor Controlled Phase Shifter (TCPS) is connected in the tie-line and Superconducting Magnetic Energy Storage (SMES) devices are considered in each area. Finally, the sensitivity analysis of proposed method with perturbation in plant parameters has been analyzed. (C) 2019 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Ain Shams University.
引用
收藏
页码:553 / 573
页数:21
相关论文
共 50 条
  • [41] Structure of an improved intelligent control for a power system in a deregulated environment
    Liu, S
    Schlueter, RA
    PROCEEDINGS OF THE 1996 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 1996, : 456 - 461
  • [42] Automatic generation control of power system using a novel quasi-oppositional harmony search algorithm
    Shiva, Chandan Kumar
    Shankar, G.
    Mukherjee, V.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 73 : 787 - 804
  • [43] HYBRID CONTROL OF ROTATING BEAMS USING PATTERN SEARCH BASED OPTIMIZATION TECHNIQUE
    Vashisht, Rajiv Kumar
    Peng, Qingjin
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2018, VOL 6, 2018,
  • [44] Weight pattern evaluation for multiobjective hydrothermal generation scheduling using hybrid search technique
    Narang, Nitin
    Dhillon, J. S.
    Kothari, D. P.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 62 : 665 - 678
  • [45] Performance Evaluation of PIDD Controller for Automatic Generation Control in Interconnected Thermal System with Reheat Turbine in Deregulated Environment
    Khakpour, Samira
    Mirabbasi, Davar
    2015 2ND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED ENGINEERING AND INNOVATION (KBEI), 2015, : 1207 - 1212
  • [46] Stability Enhancement of Power System with UPFC Using Hybrid TLBO Algorithm
    Madhubalan, S.
    Padma, S.
    Shabeer, Abdul H.
    JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, 2020, 79 (02): : 112 - 115
  • [47] Optimal automatic generation control of two-area power systems with energy storage units under deregulated environment
    Arya, Yogendra
    Kumar, Narendra
    Gupta, S. K.
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2017, 9 (06)
  • [48] Load Frequency Control of Security Constrained Deregulated Power System Using Crow Search Algorithm
    Pain, Santigopal
    Acharjee, Parimal
    2018 3RD INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2018,
  • [49] Hybrid Neuro Fuzzy approach for automatic generation control, in restructured power system
    Shree, S. Baghya
    Kamaraj, N.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 74 : 274 - 285
  • [50] Automatic generation control using ANN technique for multi-area power system with SMES units
    Demiroren, A
    Zeynelgil, HL
    Sengor, NS
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2004, 32 (02) : 193 - 213