Cost regulation and power quality enhancement for PV-wind-battery system using grasshopper optimisation approach

被引:0
|
作者
Krishna Kishore D.J. [1 ]
Mohamed M.R. [1 ]
Jewaliddin S.K. [2 ]
Peddakapu K. [1 ]
Srinivasarao P. [3 ]
机构
[1] College of Engineering, Universiti Malaysia Pahang, Pekan
[2] Department of Electrical & Electronic Engineering, Eluru College of Engineering & Technology, Eluru
[3] Department of Electrical & Electronics Engineering, Nalanda Institute of Engineering & Technology, Guntur
来源
关键词
battery; grasshopper optimisation; Grid; Photovoltaic system; wind turbines;
D O I
10.1080/01430750.2022.2102065
中图分类号
学科分类号
摘要
Renewable energy sources perform a potential role in the electrical industry for meeting the required load demand. However, the difficult aspect is to be reduced the entire cost including initial cost, operational cost, replacement cost and maintenance cost. Hence, to achieve this target, a grasshopper optimisation algorithm (GOA) is suggested in this work for optimum sizing of the off-grid. In this study, various power-generating renewable sources such as photovoltaic (PV), wind turbines (WTs) and batteries are integrated into the off-grid system. Moreover, solar irradiance, wind speed and required load are simulated by the HOMER software for 12 months of a year. Further, the performance of the suggested GOA is compared by hybrid genetic algorithm (GA) with particle swarm optimisation (PSO) (GA-PSO) for optimum sizing of the WTs and PV. As per the simulation outcome, the suggested GOA shows better performance and contributes the less levelised cost of energy factor (LFC = 0.502) as compared to studied GA-PSO. © 2022 Informa UK Limited, trading as Taylor & Francis Group.
引用
收藏
页码:8763 / 8774
页数:11
相关论文
共 50 条
  • [41] Frequency Regulation for a Power System with Wind Power and Battery Energy Storage
    Liang, Liang
    Zhong, Jin
    Jiao, Zaibin
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2012,
  • [42] Voltage Sag Enhancement of Grid Connected Hybrid PV-Wind Power System Using Battery and SMES Based Dynamic Voltage Restorer
    Molla, Emiyamrew Minaye
    Kuo, Cheng-Chien
    [J]. IEEE ACCESS, 2020, 8 : 130003 - 130013
  • [43] Enhancement of Power Quality in Wind Power Distribution System Using DVR and DSTATCOM Based Agent System
    Thirupathaiah, M.
    Prasad, P. Venkata
    Ganesh, V.
    [J]. 2017 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2017,
  • [44] Optimal wind-battery coordination in a power system using evolutionary iteration particle swarm optimisation
    Lee, T. -Y.
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2008, 2 (02) : 291 - 300
  • [45] Power Management in Microgrid Integrated Wind-PV-Battery Generation System
    Kumar, Prakash
    [J]. 2018 INTERNATIONAL CONFERENCE ON POWER ENERGY, ENVIRONMENT AND INTELLIGENT CONTROL (PEEIC), 2018, : 746 - 750
  • [46] Electrical power generation by an optimised autonomous PV/wind/tidal/battery system
    Askarzadeh, Alireza
    [J]. IET RENEWABLE POWER GENERATION, 2017, 11 (01) : 152 - 164
  • [47] Performance Enhancement Using Novel Soft Computing AFLC Approach for PV Power System
    Priyadarshi, Neeraj
    Bhoi, Akash Kumar
    Sahana, Sudip Kumar
    Mallick, Pradeep Kumar
    Chakrabarti, Prasun
    [J]. COGNITIVE INFORMATICS AND SOFT COMPUTING, 2020, 1040 : 439 - 447
  • [48] Optimisation of Imbalance Cost for Wind Power Marketibility using Hydrogen Storage
    Thakur, Tilak
    Goyal, Sunita
    Gambhir, Jaimala
    Kaur, Ishpreet
    [J]. 2008 JOINT INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON) AND IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2008, : 822 - +
  • [49] Enhancement of Power Quality using Solar PV Integrated UPQC
    Devassy, Sachin
    Singh, Bhim
    [J]. PROCEEDINGS OF THE 2015 39TH NATIONAL SYSTEMS CONFERENCE (NSC), 2015,
  • [50] Power Quality Enhancement using UPQC connected with PV Arrays
    Shrivastava, Amit
    Nene, Payal
    [J]. 2015 FIFTH INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORK TECHNOLOGIES (CSNT2015), 2015, : 1232 - 1237