Demand-side management in microgrid using novel hybrid metaheuristic algorithm

被引:3
|
作者
Rizvi, Masood [1 ,2 ]
Pratap, Bhanu [3 ]
Singh, Shashi Bhushan [3 ]
机构
[1] Natl Inst Technol Kurukshetra, Sch Renewable Energy & Efficiency, Kurukshetra, India
[2] KIET Grp Inst, Dept Elect & Elect Engn, Ghaziabad, India
[3] Natl Inst Technol Kurukshetra, Dept Elect Engn, Kurukshetra, India
关键词
Power dispatch; Unit commitment; Load demand; Demand response; Renewable energy; COORDINATED OPERATION; NATURAL-GAS; OPTIMIZATION; POWER; ELECTRICITY; NETWORKS; CCHP;
D O I
10.1007/s00202-023-01778-7
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
The paper presents the development of demand-side management to minimize the cost of operation and dispatch of optimal power. The microgrid is coupled with the natural gas network to overcome the intermittent nature of renewable energy. To avoid congestion in the gas network, its coordination with electric network has been incorporated using hybridization of two optimization approaches, grasshopper and flower pollination algorithm. The demand response strategy based on time-of-use tariff is implemented to decrease the peak of the demand curve which helps the grid to shave peak of the load curve by reducing the power shared among the utility and microgrid. The proposed strategy is implemented using a seven-node natural gas system tied with the 33 bus IEEE test system.
引用
收藏
页码:1867 / 1881
页数:15
相关论文
共 50 条
  • [1] Demand-side management in microgrid using novel hybrid metaheuristic algorithm
    Masood Rizvi
    Bhanu Pratap
    Shashi Bhushan Singh
    [J]. Electrical Engineering, 2023, 105 : 1867 - 1881
  • [2] Energy Management of CCHP Microgrid Considering Demand-Side Management
    Li, Xianchao
    Dong, Yi
    Zou, Yuanyuan
    [J]. 2017 32ND YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2017, : 240 - 245
  • [3] A Utility Maximized Demand-Side Management for Autonomous Microgrid
    Pasha, Aisha M.
    Ibrahim, Hebatallah M.
    Hasan, Syed Rafay
    Belkacemi, Rabie
    Awwad, Falah
    Hasan, Osman
    [J]. 2018 IEEE ELECTRICAL POWER AND ENERGY CONFERENCE (EPEC), 2018,
  • [4] Optimal energy management in a microgrid under uncertainties using novel hybrid metaheuristic algorithm
    Rizvi, Masood
    Pratap, Bhanu
    Singh, Shashi Bhushan
    [J]. SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2022, 36
  • [5] A novel hybrid algorithm for electricity price and load forecasting in smart grids with demand-side management
    Ghasemi, A.
    Shayeghi, H.
    Moradzadeh, M.
    Nooshyar, M.
    [J]. APPLIED ENERGY, 2016, 177 : 40 - 59
  • [6] Demand-Side Management System for Autonomous DC Microgrid for Building
    Chauhan R.K.
    Phurailatpam C.
    Rajpurohit B.S.
    Gonzalez-Longatt F.M.
    Singh S.N.
    [J]. Technology and Economics of Smart Grids and Sustainable Energy, 2 (1):
  • [7] Demand-side management
    Pugh, Richard
    [J]. Energy World, 1995, (225):
  • [8] An efficient microgrid model based on Markov fuzzy demand-side management
    Samuel, G. K. Jabash
    Sundari, M. S. Sivagama
    Bhavani, R.
    Gnanamalar, A. Jasmine
    [J]. BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2023, 71 (03)
  • [9] Energy optimization strategy considering demand-side management for microgrid with heat pump and hybrid energy storage
    Shi J.
    Tai N.
    Li K.
    Tang Y.
    [J]. Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2017, 37 (06): : 146 - 151
  • [10] Microgrid system allocation using a bi-level intelligent approach and demand-side management
    Dey, Bishwajit
    Basak, Sourav
    Bhattacharyya, Biplab
    [J]. MRS ENERGY & SUSTAINABILITY, 2023, 10 (01) : 113 - 125