Design and Analysis of 2dof-PID Controller for Frequency Regulation of Multi-Microgrid Using Hybrid Dragonfly and Pattern Search Algorithm

被引:43
|
作者
Mishra, Sonalika [1 ]
Prusty, Ramesh Chandra [1 ]
Panda, Sidhartha [1 ]
机构
[1] VSSUT, Dept Elect Engn, Burla 768018, Odisha, India
关键词
Microgrid; Load frequency control; Two-degree-of-freedom PID controller; Hybrid dragonfly and pattern search algorithm;
D O I
10.1007/s40313-019-00562-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research work proposes a hybrid dragonfly algorithm and pattern search (hDA-PS) technique to optimize the parameters of two-degree-of-freedom proportional integral derivative controller (2dof-PID) for load frequency control of multi-microgrid (MG) system. The multi-MG contains power pool of photovoltaic (PV), wind turbine (WTG) and diesel engine generator along with different energy storage devices like battery energy storage system and flywheel energy storage system. The frequency control problem under the influence of stochastic disturbance condition is formulated as an optimization problem, and hDA-PS is implemented to search for the optimal controller parameters. To demonstrate the supremacy of the proposed 2dof-PID controller, the performances of 2dof-PID controller are compared with conventional PID and PI controllers. A comparative study with particle swarm optimization, genetic algorithm and dragonfly algorithm is done to justify supremacy of hDA-PS algorithm.
引用
收藏
页码:813 / 827
页数:15
相关论文
共 50 条
  • [1] Design and Analysis of 2dof-PID Controller for Frequency Regulation of Multi-Microgrid Using Hybrid Dragonfly and Pattern Search Algorithm
    Sonalika Mishra
    Ramesh Chandra Prusty
    Sidhartha Panda
    Journal of Control, Automation and Electrical Systems, 2020, 31 : 813 - 827
  • [2] Hybrid dragonfly algorithm and pattern search optimized adaptive fuzzy PID controller for frequency regulation of multi microgrid system using Henkel matrix based reduced-order model
    Mishra, Sonalika
    Nayak, Pratap Chandra
    Prusty, Ramesh Chandra
    Panda, Sidhartha
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2023, 36 (01)
  • [3] Design and Analysis of Tilt Integral Derivative Controller for Frequency Control in an Islanded Microgrid: A Novel Hybrid Dragonfly and Pattern Search Algorithm Approach
    Khadanga, Rajendra Kumar
    Padhy, Sasmita
    Panda, Sidhartha
    Kumar, Amit
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2018, 43 (06) : 3103 - 3114
  • [4] Design and Analysis of Tilt Integral Derivative Controller for Frequency Control in an Islanded Microgrid: A Novel Hybrid Dragonfly and Pattern Search Algorithm Approach
    Rajendra Kumar Khadanga
    Sasmita Padhy
    Sidhartha Panda
    Amit Kumar
    Arabian Journal for Science and Engineering, 2018, 43 : 3103 - 3114
  • [5] Performance analysis of multistage PID controller for frequency regulation of multi microgrid system using atom search optimisation
    Mishra S.
    Nayak P.C.
    Prusty R.C.
    Panda S.
    International Journal of Ambient Energy, 2022, 43 (01) : 7371 - 7386
  • [6] Design of a 2DOF-PID Control Scheme for Frequency/Power Regulation in a Two-Area Power System Using Dragonfly Algorithm with Integral-Based Weighted Goal Objective
    Abdel-hamed, Alaa M.
    Abdelaziz, Almoataz Y.
    El-Shahat, Adel
    ENERGIES, 2023, 16 (01)
  • [7] Design of PID Controller for Frequency Regulation of Standalone Microgrid via Marine Predator Algorithm
    Shrivastava, Shambhavi
    Pathak, Pawan Kumar
    2022 5TH INTERNATIONAL CONFERENCE ON MULTIMEDIA, SIGNAL PROCESSING AND COMMUNICATION TECHNOLOGIES (IMPACT), 2022,
  • [8] A Hybrid Sparrow Search Optimized Fractional Virtual Inertia Control for Frequency Regulation of Multi-Microgrid System
    Fadheel, Bashar Abbas
    Wahab, Noor Izzri Abdul
    Manoharan, Premkumar
    Mahdi, Ali Jafer
    Radzi, Mohd Amran Bin Mohd
    Soh, Azura Binti Che
    Ridha, Hussein Mohammed
    Alsoud, Anas R.
    Veerasamy, Veerapandiyan
    Irudayaraj, Andrew Xavier Raj
    Alemu, Bizuwork Derebew
    IEEE ACCESS, 2024, 12 : 45879 - 45903
  • [9] Design and analysis of multi-stage PID controller for frequency control in an islanded micro-grid using a novel hybrid whale optimization-pattern search algorithm
    Khadanga, Rajendra Kumar
    Padhy, Sasmita
    Panda, Sidhartha
    Kumar, Amit
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2018, 31 (05)
  • [10] Design and analysis of hybrid firefly algorithm-pattern search based fuzzy PID controller for LFC of multi area power systems
    Sahu, Rabindra Kumar
    Panda, Sidhartha
    Pradhan, Pratap Chandra
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 69 : 200 - 212