Optimal energy dispatch in a smart micro-grid system using economic model predictive control

被引:3
|
作者
Nassourou, Mohamadou [1 ,2 ]
Blesa, Joaquim [1 ,2 ]
Puig, Vicenc [1 ,2 ]
机构
[1] UPC, Res Ctr Supervis Safety & Automat Control CS2AC, Terrassa, Spain
[2] UPC, CSIC, Inst Robot & Informat Ind, Carrer Llorens Artigas 4-6, Barcelona 08028, Spain
关键词
Smart grid; energy dispatch; model predictive control; economic model predictive control; OPTIMIZATION;
D O I
10.1177/0959651818786376
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of energy dispatch in heterogeneous complex systems such as smart grids cannot be efficiently addressed using classical control or ad hoc methods. This article discusses the application of economic model predictive control to the management of a smart micro-grid system connected to an electrical power grid. The considered system is composed of several subsystems, namely, some photovoltaic panels, a wind generator, a hydroelectric generator, a diesel generator, and some storage devices (batteries). The batteries are charged with the energy from the photovoltaic panels, wind and hydroelectric generators, and they are discharged whenever the generators produce less energy than needed. The subsystems are interconnected via a DC Bus, from which load demands are satisfied. Modeling smart grids components is based on the generalized flow-based networked systems paradigm, and assuming energy generators to be stable, load demands and energy prices are known. This study shows that economic model predictive control is economically superior to a two-layer hierarchical model predictive control.
引用
收藏
页码:96 / 106
页数:11
相关论文
共 50 条
  • [1] Economic Model Predictive Control for Energy Dispatch of a Smart Micro-grid System
    Nassourou, M.
    Puig, V.
    Blesa, J.
    Ocampo-Martinez, C.
    2017 4TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2017, : 944 - 949
  • [2] Economic Dispatch of Energy Storage System in Micro-grid
    Zhou, Meiyu
    Zhai, Qiaozhu
    Zhou, Yuzhou
    2019 INTERNATIONAL CONFERENCE ON ADVANCED ELECTRONIC MATERIALS, COMPUTERS AND MATERIALS ENGINEERING (AEMCME 2019), 2019, 563
  • [3] The Research on an Optimal Dispatch Model of Micro-grid
    Liu, Kexue
    Zhang, Qi
    BoTian
    Li, Wenjun
    Xuan, Wenhua
    Zhang, Fuchun
    Li, Junyang
    2015 5TH INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES (DRPT 2015), 2015, : 683 - 687
  • [4] Multi-objective optimal control of micro-grid based on economic model predictive control
    Ren, Shijia
    Wang, Jiajun
    Ma, Miaomiao
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 2994 - 2999
  • [5] Robust economic model predictive control of a community micro-grid
    Pereira, M.
    Munoz de la Pena, D.
    Limon, D.
    RENEWABLE ENERGY, 2017, 100 : 3 - 17
  • [6] Robust economic model predictive control of a community micro-grid
    Pereira, M.
    Munoz de la Pena, D.
    Limon, D.
    2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 2739 - 2744
  • [7] Optimal Dispatch of Energy Resources in an Isolated Micro-Grid with Battery Energy Storage System
    Reddy, P. Krishna Mohan
    Prakash, M.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 730 - 735
  • [8] Optimal economic dispatch of smart grid system
    Sadouni, Houria
    Rami, Abdelkader
    PRZEGLAD ELEKTROTECHNICZNY, 2022, 98 (02): : 215 - 220
  • [9] Dynamic Economic Emission Dispatch with Loss & Heat Optimization for a Micro-Grid Smart & Micro Grid
    Pathak, Archana
    Pandit, Manjaree
    Kumar, Y.
    2014 6TH IEEE POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2014,
  • [10] A Model Predictive Control Approach for Energy Management in Micro-Grid Systems
    Elmouatamid, A.
    Ouladsine, R.
    Bakhouyal, M.
    El Kamoun, N.
    Zine-Dine, K.
    Khaidar, M.
    2019 2ND INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES (SEST 2019), 2019,