Optimal power dispatch considering load and renewable generation uncertainties in an AC-DC hybrid microgrid

被引:47
|
作者
Maulik, Avirup [1 ]
Das, Debapriya [1 ]
机构
[1] Indian Inst Technol Kharagpur, Elect Engn Dept, Kharagpur, W Bengal, India
关键词
fuzzy set theory; genetic algorithms; distributed power generation; power generation control; power generation dispatch; particle swarm optimisation; power generation scheduling; renewable generation uncertainties; AC-DC microgrid; optimal power dispatch strategy; 6-bus AC-DC hybrid microgrid system; generation activities; cost reduction; emission reduction; optimal scheduling problem; customised power-flow technique; two-point estimate method; fuzzy domain; fuzzy membership functions; fuzzy max-min technique; multiobjective GA; Pareto-front; POINT ESTIMATE METHOD; PARTICLE SWARM OPTIMIZATION; OPTIMAL OPERATION MANAGEMENT; FLOW-ANALYSIS; ALGORITHM; WIND; SYSTEMS; MARKET; RECONFIGURATION; STRATEGIES;
D O I
10.1049/iet-gtd.2018.6502
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
An AC-DC hybrid microgrid is gradually becoming popular. For economic viability and environmental sustainability, an AC-DC microgrid should be operated optimally. This study introduces an optimal power dispatch strategy for simultaneous reduction of cost and emission from generation activities in an AC-DC hybrid microgrid under load and generation uncertainties. The operational attributes of an AC-DC hybrid microgrid, and load and renewable generation uncertainties are incorporated in the optimal scheduling problem by using a customised power-flow technique, and by modelling uncertainties by Hong's two-point estimate method, respectively. The economic and environmental objectives are modelled in the fuzzy domain by fuzzy membership functions. A combination of particle swarm optimisation and fuzzy max-min technique is then employed for obtaining the optimal solution. The static active power droop constants of the dispatchable units are the control variables. Simulation results on a 6-bus AC-DC hybrid microgrid system demonstrate that optimal scheduling results in 4.26% reduction of operating cost and 13.91% reduction of emission in comparison to capacity based droop settings. Further, a comparison between the proposed method and the elitist multi-objective GA indicates that the optimised solution lies on the Pareto-front, thereby validating the proposed technique.
引用
收藏
页码:1164 / 1176
页数:13
相关论文
共 50 条
  • [1] Optimal Power Dispatch of Distributed Energy Resources in Unbalanced AC Microgrid Considering Load and Generation Uncertainties
    Yousaf, Zeeshan
    Khan, Muhammad Faisal Nadeem
    Malik, Sarib
    [J]. 2022 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATIONS (DASA), 2022, : 1759 - 1764
  • [2] Robust Optimal Dispatch of AC/DC Hybrid Microgrids Considering Generation and Load Uncertainties and Energy Storage Loss
    Zhao, Bo
    Qiu, Haifeng
    Qin, Ruwen
    Zhang, Xuesong
    Gu, Wei
    Wang, Caisheng
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (06) : 5945 - 5957
  • [3] Multi-objective optimal dispatch of AC-DC Hybrid Microgrid
    Maulik, Avirup
    Das, Debapriya
    [J]. 2018 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2018,
  • [4] Cost Based Dynamic Load Dispatch for an Autonomous Parallel Converter Hybrid AC-DC Microgrid
    Hasan, M. A.
    Vemula, N. K.
    Parida, S. K.
    [J]. 2016 NATIONAL POWER SYSTEMS CONFERENCE (NPSC), 2016,
  • [5] Coordinated Power Management of the Subgrids in a Hybrid AC-DC Microgrid with Multiple Renewable Sources
    Bhat Nempu, Pramod
    Jayalakshmi, N. S.
    [J]. IETE JOURNAL OF RESEARCH, 2022, 68 (04) : 2790 - 2800
  • [6] Optimal Scheduling of an Isolated Microgrid With Battery Storage Considering Load and Renewable Generation Uncertainties
    Li, Yang
    Yang, Zhen
    Li, Guoqing
    Zhao, Dongbo
    Tian, Wei
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (02) : 1565 - 1575
  • [7] Analysis of Power Sharing On Hybrid AC-DC Microgrid
    Hema, V. K.
    Dhanalakshmi, R.
    [J]. 2014 ANNUAL INTERNATIONAL CONFERENCE ON EMERGING RESEARCH AREAS: MAGNETICS, MACHINES AND DRIVES (AICERA/ICMMD), 2014,
  • [8] A Mixed-Integer Linear Model for Optimal Operation of Hybrid AC-DC Microgrid Considering Renewable Energy Resources and PHEVs
    Baboli, P. Teimourzadeh
    Bahramara, S.
    Moghaddam, M. Parsa
    Haghifam, M. -R.
    [J]. 2015 IEEE EINDHOVEN POWERTECH, 2015,
  • [9] Robust Power Management and Control for Hybrid AC-DC Microgrid
    Buduma, Parusharamulu
    Das, Madan Kumar
    Mishra, Sukumar
    Panda, Gayadhar
    [J]. 2020 3RD INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS CLEAN ENERGY TECHNOLOGIES (ICEPE 2020), 2021,
  • [10] Optimal Scheduling of an Islanded Microgrid with Complex Impedances Considering Load Demand and Renewable Power Uncertainties
    Maulik, Avirup
    Das, Dcbapriya
    Jain, Alok
    [J]. 2019 21ST INTERNATIONAL MIDDLE EAST POWER SYSTEMS CONFERENCE (MEPCON 2019), 2019, : 20 - 25