Performance analysis of hybrid metaheuristic assisted collateral FO controller for HRES system integrated UPQC

被引:0
|
作者
Yadav, Shravan Kumar [1 ]
Yadav, Krishna Bihari [1 ]
机构
[1] NIT Jamshedpur, Dept CSE, Jamshedpur, Jharkhand, India
关键词
UPQC; Solar PV; BESS; Wind; Optimization; POWER QUALITY ENHANCEMENT; 3-PHASE SOLAR PV; OPTIMIZATION;
D O I
10.1016/j.compeleceng.2024.109664
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the fluctuating characteristics of the environment, it is advisable to connect a minimum of two renewable energy sources (RES) to the grid to mitigate unreliable power supply. The integration of Hybrid Renewable Energy Storage (HRES) with nonlinear loads introduces harmonics and other power quality issues, which are significant concerns for both utility providers and customers. Power quality challenges, such as real power fluctuations, voltage interruptions, and reactive power imbalances, can be mitigated through the use of a Unified Power Quality Conditioner (UPQC). For optimal performance, the series and shunt compensators within the UPQC rely on precise PWM signals to control the converters' outputs. These signals are correctly tuned by controllers using updated algorithms. The paper develops an optimized Hybrid Meta- heuristic assisted Collateral Controller for the improvement of the 3-phase HRES system-based Distribution Grid incorporated with UPQC. It consists of a Fractional order Proportional Integral derivative (FOPID) controller combined with a proportional integral (PI) controller. As a consequence, the DC link voltage regulation and controller optimization are achieved with the optimal tuning of gain parameters by using a hybrid Metaheuristic Algorithm named Amplified Slime Mould with WildeBeest Herd Optimization (ASM-WHO) Algorithm. The optimization of the weights (W1 and W2) and parameters of the Collateral Fractional Order Controller is achieved using an innovative hybrid metaheuristic method that combines the Wildebeest Herd Optimization (WHO) and Slime Mould Algorithm (SMA). The proposed system is implemented in MATLAB Simulink to analyze the compensation efficiency during voltage sag/swell. The proposed controller showcases robust performance, emphasizing its potential for enhancing power quality and distribution stability in Three-Phase Hybrid Renewable Energy Storage systems integrated with UPQC, outperforming or matching the performance metrics of conventional methods such as PI, FOPID controller, FOPID-PI with various optimization algorithms (CSO,SOA, WHO, SMA, AQO, HBA). The settling minimum and maximum of 170.5668 and 189.4736 for the proposed FOPID-PI controller with ASM - WHO is notably superior to that of the controller without optimization, the proposed collateral controller method (using SOA or CSO), WHO optimization, and the PI controller, improving by 1.7 %, 13.78 %, 1.338 %, and 13.66 %, respectively. The ASMWHO algorithm shows robust performance and improved convergence, as validated by benchmark function tests, and surpasses competing algorithms.
引用
收藏
页数:25
相关论文
共 50 条
  • [21] Performance and Feasibility Analysis of Integrated Hybrid System for Remote Isolated Communities
    Meena, Radhey Shyam
    Dubey, Bharat
    Gupta, Nitin
    Parira, Anindya S.
    Sambariya, D. K.
    Lodha, Mukesh Kr
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL POWER AND ENERGY SYSTEMS (ICEPES), 2016, : 305 - 309
  • [23] Performance analysis of a 3 phase 4 wire UPQC system based on PAC based SRF controller with real time digital simulation
    Patnaik, Nishant
    Panda, Anup Kumar
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 74 : 212 - 221
  • [24] Performance analysis of a hybrid FSO–FO link with smart decision making system under adverse weather conditions
    Mohapatra P.
    Singh G.
    Singh A.
    Kaur G.
    Journal of Optical Communications, 2024, 45 (02) : 295 - 302
  • [25] Performance analysis of PID controller-based metaheuristic optimisation algorithms for BLDC motor
    Abdolhosseini M.
    Abdollahi R.
    Australian Journal of Electrical and Electronics Engineering, 2023, 20 (04): : 400 - 411
  • [26] Performance Analysis of Grid-Connected Distributed Generation System Integrating a Hybrid Wind-PV Farm Using UPQC
    Lei, Tongfei
    Riaz, Saleem
    Zanib, Noor
    Batool, Munira
    Pan, Feng
    Zhang, Shaoguo
    COMPLEXITY, 2022, 2022
  • [27] Model and design of an efficient controller for microgrid connected HRES system with integrated DC-DC converters: ATLA-GBDT approach
    Vechalapu, Kamaraju
    Reddy, Chintapalli V. V. S. Bhaskara
    ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 2024, 119 (02) : 233 - 248
  • [28] Performance Analysis of IRS-Assisted Hybrid FSO/RF Communication System
    Sharma, Sandesh
    Vishwakarma, Narendra
    Swaminathan, R.
    2022 NATIONAL CONFERENCE ON COMMUNICATIONS (NCC), 2022, : 268 - 273
  • [29] Experimental performance analysis of a biogas energy assisted hybrid milk cooling system
    Coskun, Nevfel Yunus
    Atalay, Halil
    Coban, M. Turhan
    INTERNATIONAL JOURNAL OF REFRIGERATION, 2023, 156 : 150 - 160
  • [30] Advanced FO Membranes from Newly Synthesized CAP Polymer for Wastewater Reclamation through an Integrated FO-MD Hybrid System
    Su, Jincai
    Ong, Rui Chin
    Wang, Peng
    Chung, Tai-Shung
    Helmer, Bradley J.
    de Wit, Jos S.
    AICHE JOURNAL, 2013, 59 (04) : 1245 - 1254