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
  • [21] Multiarea automatic generation control using BBBC tuned several classical controllers in deregulated environment
    Kumar, Nagendra
    Tyagi, Barjeev
    Kumar, Vishal
    2015 INTERNATIONAL CONFERENCE ON ENERGY ECONOMICS AND ENVIRONMENT (ICEEE), 2015,
  • [22] Multi-area multi-source automatic generation control in deregulated power system
    Ghasemi-Marzbali, Ali
    ENERGY, 2020, 201 (201)
  • [23] Application of Fractional Order-PID Control Scheme in Automatic Generation Control of a Deregulated Power System in the Presence of SMES Unit
    Kumar, Nagendra
    Alotaibi, Majed A.
    Singh, Akhilesh
    Malik, Hasmat
    Nassar, Mohammed E.
    MATHEMATICS, 2022, 10 (03)
  • [24] Automatic Generation Control of Multi-Area Hydro Power System using Moth Flame Optimization Technique
    Chatterjee, Shamik
    Shiva, Chandan Kumar
    Mukherjee, Vivekananda
    2019 3RD INTERNATIONAL CONFERENCE ON RECENT DEVELOPMENTS IN CONTROL, AUTOMATION & POWER ENGINEERING (RDCAPE), 2019, : 395 - 403
  • [25] Automatic generation control of multi-unit multi-area deregulated power system using a novel quasi-oppositional harmony search algorithm
    Shiva, Chandan Kumar
    Mukherjee, Vivekananda
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2015, 9 (15) : 2398 - 2408
  • [26] Automatic Generation Control in Deregulated Power Market Using Sunflower Optimization Algorithm
    Sahoo, Abhilipsa
    Hota, Prakash Kumar
    Mohanty, B.
    INNOVATION IN ELECTRICAL POWER ENGINEERING, COMMUNICATION, AND COMPUTING TECHNOLOGY, IEPCCT 2019, 2020, 630 : 205 - 217
  • [27] Impact of PEVs on Automatic Generation Control Using TLBO Algorithm
    Dixit, Mukul
    Roy, Ranjit
    2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, INFORMATICS, COMMUNICATION AND ENERGY SYSTEMS (SPICES), 2015,
  • [28] Improved-Fitness Dependent Optimizer Based FOI-PD Controller for Automatic Generation Control of Multi-Source Interconnected Power System in Deregulated Environment
    Daraz, Amil
    Malik, Suheel Abdullah
    Mokhlis, Hazlie
    Ul Haq, Ihsan
    Zafar, Farhan
    Mansor, Nurulafiqah Nadzirah
    IEEE ACCESS, 2020, 8 : 197757 - 197775
  • [29] AUTOMATIC GENERATION CONTROL FOR A TWO AREA POWER SYSTEM USING BACKTRACKING SEARCH ALGORITHM
    Ragini
    Kumar, Sudhanshu
    Akash
    Nath, Apurv
    Singh, Shivanshu Kumar
    Awanish
    Das, Pallav
    Bhattacharya, Aniruddha
    2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,
  • [30] Fractional order control strategy for superconducting magnetic energy storage to take part effectually in automatic generation control issue of a realistic restructured power system
    Morsali, Javad
    JOURNAL OF ENERGY STORAGE, 2022, 55