Renewable Energy and Demand Forecasting in an Integrated Smart Grid

被引：3
|
作者：
Lanka, Vishnu Vardhan Sai [1 ]
Roy, Millend [1 ]
Suman, Shikhar [1 ]
Prajapati, Shivam [1 ]
机构：
[1] Indian Inst Technol ISM Dhanbad, Dept Elect Engn, Dhanbad, Bihar, India
来源：
2021 INNOVATIONS IN ENERGY MANAGEMENT AND RENEWABLE RESOURCES(IEMRE 2021) | 2021年
关键词：
Smart Grid; Renewable Energy; Forecasting; Cost Optimization; Scheduling;
D O I：
10.1109/IEMRE52042.2021.9386524
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
The paper presents a framework that realistically simulates a microgrid and forecasts renewable energy and load demand. Electricity spot prices are also forecasted and used by the scheduler to optimize the total microgrid cost per day. The energy storage and conventional supplies are coherently scheduled to meet the demand. Forecasting models described here give an excellent insight to choose the appropriate architecture to safeguard grid stability, smooth scheduling, and energy management. Finally, the results help in a better understanding of the functioning of the smart grid system.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Improved Demand Side Management Scheme for Renewable-Energy-Integrated Smart Grid with Short-Term Load Forecasting
    Roy, Chitrangada
    Das, Dushmanta Kumar
    JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2024, 35 (01) : 74 - 91
  • [2] Improved Demand Side Management Scheme for Renewable-Energy-Integrated Smart Grid with Short-Term Load Forecasting
    Chitrangada Roy
    Dushmanta Kumar Das
    Journal of Control, Automation and Electrical Systems, 2024, 35 : 74 - 91
  • [3] 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
    ENERGIES, 2020, 13 (21)
  • [4] Intelligent Optimization Framework for Efficient Demand-Side Management in Renewable Energy Integrated Smart Grid
    Wasim Khan, Hassan
    Usman, Muhammad
    Hafeez, Ghulam
    Albogamy, Fahad R.
    Khan, Imran
    Shafiq, Zeeshan
    Usman Ali Khan, Mohammad
    Alkhammash, Hend I.
    IEEE ACCESS, 2021, 9 : 124235 - 124252
  • [5] Demand side management using ant colony optimization algorithm in renewable energy integrated smart grid
    Yadav R.K.
    Bhadoria V.S.
    Hrisheekesha P.N.
    Journal of Intelligent and Fuzzy Systems, 2024, 46 (04): : 7627 - 7642
  • [6] Residential Demand Response for Renewable Energy Resources in Smart Grid Systems
    Park, Laihyuk
    Jang, Yongwoon
    Cho, Sungrae
    Kim, Joongheon
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (06) : 3165 - 3173
  • [7] The Impact of Renewable Energy Resources on Demand Response Management in a Smart Grid
    Zhang, Junwei
    Gursoy, M. Cenk
    2012 IEEE 13TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2012, : 475 - 479
  • [8] Combined Operations of Renewable Energy Systems and Responsive Demand in a Smart Grid
    Cecati, Carlo
    Citro, Costantino
    Siano, Pierluigi
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2011, 2 (04) : 468 - 476
  • [9] From Demand Response in Smart Grid Toward Integrated Demand Response in Smart Energy Hub
    Bahrami, Shahab
    Sheikhi, Aras
    IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (02) : 650 - 658
  • [10] Smart Grid Challenges in Morocco and an Energy Demand Forecasting with Time Series
    Meliani, Meryem
    El Barkany, Abdellah
    El Abbassi, Ikram
    Mahmoudi, Morad
    INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH IN AFRICA, 2022, 61 : 195 - 215
12345