Optimal management of home loads with renewable energy integration and demand response strategy

被引:61
|
作者
Sarker, Eity [1 ]
Seyedmahmoudian, Mehdi [1 ]
Jamei, Elmira [2 ]
Horan, Ben [3 ]
Stojcevski, Alex [1 ]
机构
[1] Swinburne Univ Technol, Sch Software & Elect Engn, Melbourne, Vic 3122, Australia
[2] Victoria Univ, Coll Engn & Sci, Melbourne, Vic 3011, Australia
[3] Deakin Univ, Sch Engn, Geelong, Vic 3216, Australia
关键词
Demand side management; Demand response; Load shifting technique; BPSO algorithm; Energy tariff; Renewable energy generation; SIDE MANAGEMENT; OPTIMIZATION; WIND; SIMULATION; ALGORITHM; SYSTEMS;
D O I
10.1016/j.energy.2020.118602
中图分类号
O414.1 [热力学];
学科分类号
摘要
The implementation of proper energy management techniques and utilization of renewable energy resources enhance the energy efficiency and stability of future grid systems. This research proposed a home energy management model consisting of microgrid framework and demand side management (DSM) technique. To reduce peak load, peak to average, and energy cost, households' loads were shifted on the basis of price-based tariff such as flexible and time of use tariff. Simulation was carried out using binary particle swarm optimization algorithm in MATLAB. The microgrid was mathematically modeled, and the impacts of DSM integrated microgrid were analysed for different households in terms of electricity cost reduction. Simulations suggested that DSM implementation significantly reduced peak loads and renewable resources produced trade-off. Renewable energy integration with DSM can be a promising approach for the significant reduction in total electricity cost of households by paying less for purchasing electricity and selling the surplus electricity to the grid. (C) 2020 Elsevier Ltd. All rights reserved.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Integration of Renewable Energy in Demand-Side Management for Home Appliances
    Jaradat, Manar
    Jarrah, Moath
    Jararweh, Yaser
    Al-Ayyoub, Mahmoud
    Bousselham, Abdelkader
    [J]. 2014 INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2014, : 571 - 576
  • [2] Optimal energy management strategy for a renewable based microgrid with electric vehicles and demand response program
    Hai, Tao
    Zhou, Jincheng
    Rezvani, Alireza
    Le, Binh Nguyen
    Oikawa, Hitoshi
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2023, 221
  • [3] An optimal home energy management system with integration of renewable energy and energy storage with home to grid capability
    Mohammad, Arshad
    Zuhaib, Mohd
    Ashraf, Imtiaz
    [J]. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2022, 46 (06) : 8352 - 8366
  • [4] Integration of demand side and supply side energy management resources for optimal scheduling of demand response loads - South Africa in focus
    Monyei, C. G.
    Adewumi, A. O.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2018, 158 : 92 - 104
  • [5] An Optimal and Distributed Demand Response Strategy for Energy Internet Management
    Liu, Qian
    Wang, Rui
    Zhang, Yan
    Wu, Guohua
    Shi, Jianmai
    [J]. ENERGIES, 2018, 11 (01)
  • [6] Smart Home Energy Management With Integration Of Renewable Energy
    Bhati, Neelam
    Kakran, Sandeep
    [J]. PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2018, : 1785 - 1789
  • [7] Optimal energy management of a micro-grid with renewable energy resources and demand response
    Parvizimosaed, M.
    Farmani, F.
    Anvari-Moghaddam, A.
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2013, 5 (05)
  • [8] Energy management of a microgrid using demand response strategy including renewable uncertainties
    Dayalan, Suchitra
    Rathinam, Rajarajeswari
    [J]. INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2021, 22 (01) : 85 - 100
  • [9] Optimal Renewable Penetration in Energy Procurement and Demand Response
    Cao, Xuanyu
    Zhang, Junshan
    Poor, H. Vincent
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2018,
  • [10] An Optimal Energy Optimization Strategy for Smart Grid Integrated with Renewable Energy Sources and Demand Response Programs
    Ullah, Kalim
    Ali, Sajjad
    Khan, Taimoor Ahmad
    Khan, Imran
    Jan, Sadaqat
    Shah, Ibrar Ali
    Hafeez, Ghulam
    [J]. ENERGIES, 2020, 13 (21)