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
  • [21] Frequency control of power system with electric vehicles using hybrid african vultures optimization algorithm and pattern search tuned fuzzy PID controller
    Dash P.M.
    Baliarsingh A.K.
    Mohapatra S.K.
    EAI Endorsed Transactions on Energy Web, 2023, 10
  • [22] Robust Analysis and Design of PID controlled AVR system using Pattern Search algorithm
    Sahu, Binod
    Mohanty, Pradeep
    Panda, Sidhartha
    Mishra, Nandan
    IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES 2012), 2012,
  • [23] Solution for Voltage and Frequency Regulation in Standalone Microgrid using Hybrid Multiobjective Symbiotic Organism Search Algorithm
    Teekaraman, Yuvaraja
    Kuppusamy, Ramya
    Nikolovski, Srete
    ENERGIES, 2019, 12 (14):
  • [24] Design and analysis of 3-DOF PID controller for load frequency control of multi area interconnected power systems
    Panda, Pritish
    Nanda, Aditya Kumar
    2018 INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN ELECTRICAL, ELECTRONICS & COMMUNICATION ENGINEERING (ICRIEECE 2018), 2018, : 2983 - 2987
  • [25] Application of Interval Type-2 Fuzzy PID Controller for Frequency Regulation of AC Islanded Microgrid Using Modified Equilibrium Optimization Algorithm
    Khadanga, Rajendra Kumar
    Kumar, Amit
    Panda, Sidhartha
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (10) : 9831 - 9847
  • [26] Application of Interval Type-2 Fuzzy PID Controller for Frequency Regulation of AC Islanded Microgrid Using Modified Equilibrium Optimization Algorithm
    Rajendra Kumar Khadanga
    Amit Kumar
    Sidhartha Panda
    Arabian Journal for Science and Engineering, 2021, 46 : 9831 - 9847
  • [27] Optimal Design of PID Controller for 2-DOF Drawing Robot Using Bat-Inspired Algorithm
    Azar, Ahmad Taher
    Ammar, Hossam Hassan
    Beb, Mayra Yucely
    Garces, Santiago Ramos
    Boubakari, Abdoulaye
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT SYSTEMS AND INFORMATICS 2019, 2020, 1058 : 175 - 186
  • [28] Improved Squirrel Search Algorithm Driven Cascaded 2DOF-PID-FOI Controller for Load Frequency Control of Renewable Energy Based Hybrid Power System
    Dei, Geetanjali
    Gupta, Deepak Kumar
    Sahu, Binod Kumar
    Jha, Amitkumar, V
    Appasani, Bhargav
    Zawbaa, Hossam M.
    Kamel, Salah
    IEEE ACCESS, 2022, 10 : 46372 - 46391
  • [29] Frequency regulation of hybrid shipboard microgrid system using butterfly optimization algorithm synthesis fractional-order controller
    Mondal, Amitava
    Latif, Abdul
    Das, Dulal Chandra
    Hussain, S. M. Suhail
    Al-Durra, Ahmed
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2023, 36 (05)
  • [30] Design and analysis of the 2DOF-PIDN-FOID controller for frequency regulation of the electric power systems
    Mohanty, Prangya
    Sahu, Rabindra Kumar
    Pradhan, Pratap Chandra
    Panda, Sidhartha
    INTERNATIONAL JOURNAL OF AMBIENT ENERGY, 2021, 43 (01) : 4463 - 4476