Model Predictive Control Based Power System Operation Planning of Grid Connected High Share Renewable Energy

被引:0
|
作者
Shetaya, Ahmed A. [1 ]
Amin, Amr M. A. [1 ]
Abdalla, Omar H. [1 ]
机构
[1] Helwan Univ, Fac Engn, Elect Power & Machines Engn Dept, Cairo, Egypt
关键词
Power system operation; renewable energy resources; model predictive control; power system planning; MANAGEMENT;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents operation scenarios of a power system grid with connected large-capacity renewable resources. The proposed operation technique is based on the Model Predictive Control (MPC). The operation plan works to solve large renewable penetration challenges via optimizing the outputs of the conventional and renewable power plants to overcome generation variability and uncertainty. MPC has the ability to solve the optimization problem in predictive way to deal with both renewable energy and demand forecasting errors. The operation plan of the power system is studied during the four seasons in one year to cover different renewable resources circumstances. The simulation results are used to verify the validity of the proposed technique.
引用
收藏
页码:1500 / 1504
页数:5
相关论文
共 50 条
  • [1] Model Predictive Control of Grid-Connected Hybrid Renewable Energy System
    Bouaouaou, Hemza
    Lalili, Djafer
    Kouissa, Mohamed
    [J]. 2021 18TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2021, : 1405 - 1410
  • [2] Multivector Model Predictive Power Control for Grid Connected Converters in Renewable Power Plants
    Zarei, Mohammad Ebrahim
    Ramirez, Dionisio
    Prodanovic, Milan
    Venkataramanan, Giri
    [J]. IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2022, 10 (02) : 1466 - 1478
  • [3] Coordinated Dynamic Power Management for Renewable Energy-Based Grid-Connected Microgrids Using Model Predictive Control
    Kumar, Kuldeep
    Bae, Sungwoo
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (09) : 9596 - 9608
  • [4] A regional power grid operation and planning method considering renewable energy generation and load control
    Zeng, Yuan
    Zhang, Ruiwen
    Wang, Dong
    Mu, Yunfei
    Jia, Hongjie
    [J]. APPLIED ENERGY, 2019, 237 : 304 - 313
  • [5] Optimal operation of a microgrid connected to the power grid using predictive control and predictive model based on neural networks for peak shaving
    Fuchs, Leonardo
    Tortelli, Odilon Luis
    Perez, Filipe
    de Medeiros, Lucio
    Pedretti, Andre
    [J]. 2021 14TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON), 2021, : 439 - 446
  • [6] Flexibility in Indian Grid Operation with High Penetration of Grid-Connected Renewable Energy
    Soonee, Sushil K.
    Saxena, S. C.
    Narasimhan, K. V. S. Baba S. R.
    Kumar, K. V. N. Pawan
    Mukhopadhyay, Subrata
    [J]. 2018 IEEE 8TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2018,
  • [7] Model Predictive Control of Grid-Connected Wind Energy Conversion System
    Srivastava, Apoorva
    Bajpai, R. S.
    [J]. IETE JOURNAL OF RESEARCH, 2022, 68 (05) : 3474 - 3486
  • [8] Simulation and Control of hybrid renewable energy system connected to the grid
    Saib, S.
    Gherbi, A.
    [J]. 2015 5TH INTERNATIONAL YOUTH CONFERENCE ON ENERGY (IYCE), 2015,
  • [9] Power control based on particle swarm optimization of grid-connected inverter for hybrid renewable energy system
    Garcia-Trivino, Pablo
    Jose Gil-Mena, Antonio
    Llorens-Iborra, Francisco
    Andres Garcia-Vazquez, Carlos
    Fernandez-Ramirez, Luis M.
    Jurado, Francisco
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2015, 91 : 83 - 92
  • [10] Power control and grid-connected operation for tidal current energy conversion system
    Gu Y.-J.
    Li W.
    Liu H.-W.
    Lin Y.-G.
    Gu H.-G.
    [J]. Liu, Hong-Wei (zju000@163.com), 1974, Zhejiang University (51): : 1974 - 1980