Effect of Electric Vehicles and Renewable Sources on Frequency Regulation in Hybrid Power System Using QOAOA Optimized Type-2 Fuzzy Fractional Controller

被引:0
|
作者
Ranjan, Mrinal [1 ]
Shankar, Ravi [1 ]
机构
[1] NIT, Dept Elect Engn, Patna 800005, Bihar, India
关键词
Automatic generation control; Renewable energy sources; Energy storage; Distributed generation (DG); Quasi-opposition arithmetic optimization algorithm; Fractional type-2 fuzzy controller; OPAL-RT real time hardware simulator; SEARCH ALGORITHM; CONTROL STRATEGY; DESIGN;
D O I
10.1007/s40815-023-01638-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the modern era, the demand for an interconnected power system, which can integrate electric vehicles and renewable energy sources is increasing day by day. The primary goal of this demand is to make a sustainable and green power source, which can be fulfilled by utilizing Electric vehicles and renewable energy sources. However, there are some demerits of this technology, its lesser system inertia and hence it is not sufficient to respond to the required load capabilities. Further, the approach of electric vehicles with moving batteries can enable higher performance and resolve the issue. In this current analysis, the vehicles to grid idea (V2G) technique has been discussed, which can react as automatic generation control (AGC) in a three-area deregulated environment including hydro, thermal, and gas turbine units. In this type of power grid, all the sources such as Solar, wind, geothermal, and DEG power is also incorporated. To grip various ambiguities, the current study proposed a cascade combination of Interval type-2 fuzzy and Fractional Order Proportional-integral-derivative (FOPIDN) controllers. Further, the current work proposed a modified quasi-opposition Arithmetic Optimization Algorithm (QOAOA) to tune the scaling factor and membership function of an interval type-2 fuzzy FOPIDN controller. To discuss the significance of the anticipated controller, the estimated outputs have been compared with previously reported controllers and optimization techniques. The effect of constant and variations in DG, the penetration level of (PEVs) in various operating modes, subjected to step and random load disturbances have been focused on. Finally, to validate the outcomes of the proposed controller, a real-time (RT) hardware-in-the-loop (HIL) simulation has been adopted by using OPAL-RT.
引用
收藏
页码:825 / 848
页数:24
相关论文
共 50 条
  • [41] Impact of Communication Delay on Frequency Regulation in Hybrid Power System Using Optimized H-Infinity Controller
    Singh, Vijay P.
    Kishor, Nand
    Samuel, Paulson
    Mohanty, Soumya R.
    IETE JOURNAL OF RESEARCH, 2016, 62 (03) : 356 - 367
  • [42] Optimized Type-2 Fuzzy Frequency Control for Multi-Area Power Systems
    Shakibjoo, Ali Dokht
    Moradzadeh, Mohammad
    Din, Sami Ud
    Mohammadzadeh, Ardashir
    Mosavi, Amir H.
    Vandevelde, Lieven
    IEEE ACCESS, 2022, 10 : 6989 - 7002
  • [43] Design of type-2 fuzzy logic controller in a smart home energy management system with a combination of renewable energy and an electric vehicle
    Beheshtikhoo, Ali
    Pourgholi, Mahdi
    Khazaee, Iman
    JOURNAL OF BUILDING ENGINEERING, 2023, 68
  • [44] Fuzzy Self-Tuning Interval Type-2 Control for the Egyptian Power System Load Frequency Controller
    Ghany, M. A. Abdel
    Ghany, A. M. Abdel
    Bensenouci, Ahmed
    Ahmad, M. N. Syed
    Bensenouci, M. A.
    JOURNAL OF ELECTRICAL SYSTEMS, 2019, 15 (02) : 237 - 248
  • [45] Coordinated control of conventional power sources and PHEVs using jaya algorithm optimized PID controller for frequency control of a renewable penetrated power system
    Annamraju, Anil
    Nandiraju, Srikanth
    PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2019, 4 (01)
  • [46] Coordinated control of conventional power sources and PHEVs using jaya algorithm optimized PID controller for frequency control of a renewable penetrated power system
    Anil Annamraju
    Srikanth Nandiraju
    Protection and Control of Modern Power Systems, 2019, 4
  • [47] Design of Robust Quasi Decentralized Type-2 Fuzzy Load Frequency Controller for Multi Area Power System
    Dundi, Jesraj Tataji
    Kasibhatla, Rama Sudha
    Gondesi, Anand
    Chandrasekhar, A.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (11) : 615 - 624
  • [48] LFC of smart, interconnected power system in the presence of renewable energy sources using coordinated control design of hybrid electric vehicles
    Nasab, Mostafa Azimi
    Dashtaki, Mohammad Ali
    Ehsanmaleki, Behzad
    Zand, Mohammad
    Nasab, Morteza Azimi
    Sanjeevikumar, P.
    RENEWABLE ENERGY FOCUS, 2024, 50
  • [49] Optimized Fractional-Order Type-2 Fuzzy PID Attitude Controller for Fixed-Wing Aircraft
    Wang, Wenfan
    Zhang, Jun
    Jiao, Ruili
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2024, 203 (03) : 2592 - 2616
  • [50] An interval Type-2 fuzzy Fractional-Order PD-PI controller for frequency stabilization of islanded microgrids optimized with CO algorithm
    Shirali, Siavash
    Moghaddam, Saeed Zolfaghari
    Aliasghary, Mortaza
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2025, 164