An optimal control model for load shifting - With application in the energy management of a colliery

被引:106
|
作者
Middelberg, Arno [1 ]
Zhang, Jiangfeng [1 ]
Xia, Xiaohua [1 ]
机构
[1] Univ Pretoria, Dept Elect Elect & Comp Engn, Ctr New Energy Syst, ZA-0002 Pretoria, South Africa
基金
新加坡国家研究基金会;
关键词
Load shifting; Optimal control; Energy management; Demand Side Management; Time-of-use; Dense Media Separation; Binary integer programming;
D O I
10.1016/j.apenergy.2008.09.011
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 an optimal control model for the load shifting problem in energy management and its application in a South African colliery. it is illustrated in the colliery scenario that how the optimal control model can be applied to optimize load shifting and improve energy efficiency through the control of conveyor belts. The time-of-use electricity tariff is used as an input to the objective function in order to obtain a solution that minimizes electricity costs and thus maximizes load shifting. The case study yields promising results that show the potential of applying this optimal control model to other industrial Demand Side Management initiatives. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1266 / 1273
页数:8
相关论文
共 50 条
  • [31] Optimal residential model predictive control energy management performance with PV microgeneration
    Godina, Radu
    Rodrigues, Eduardo M. G.
    Pouresmaeil, Edris
    Catalao, Joao P. S.
    COMPUTERS & OPERATIONS RESEARCH, 2018, 96 : 142 - 155
  • [32] Optimal management of energy sharing in a community of buildings using a model predictive control
    Vand, Behrang
    Ruusu, Reino
    Hasan, Ala
    Delgado, Benjamin Manrique
    ENERGY CONVERSION AND MANAGEMENT, 2021, 239
  • [33] Robust model predictive control for optimal energy management of island microgrids with uncertainties
    Zhang, Yan
    Fu, Lijun
    Zhu, Wanlu
    Bao, Xianqiang
    Liu, Cang
    ENERGY, 2018, 164 : 1229 - 1241
  • [34] A Semidefinite Formulation of the Shifting Load Management
    Giral, William
    Zona Ortiz, A. Tatiana
    Piaz-Sanchez, Felipe D.
    Garces, Alejandro
    2018 IEEE ANDESCON, 2018,
  • [35] Application of optimal control to a biomechanics model
    Andrey A. Krasovskii
    Proceedings of the Steklov Institute of Mathematics, 2015, 291 : 118 - 126
  • [36] Optimal control application to an Ebola model
    Bonyah, Ebenezer
    Badu, Kingsley
    Asiedu-Addo, Samuel Kwesi
    ASIAN PACIFIC JOURNAL OF TROPICAL BIOMEDICINE, 2016, 6 (04) : 283 - 289
  • [37] Application of optimal control to a biomechanics model
    Krasovskii, Andrey A.
    PROCEEDINGS OF THE STEKLOV INSTITUTE OF MATHEMATICS, 2015, 291 (01) : 118 - 126
  • [38] Optimal control application to an Ebola model
    Ebenezer Bonyah
    Kingsley Badu
    Samuel Kwesi Asiedu-Addo
    Asian Pacific Journal of Tropical Biomedicine, 2016, (04) : 283 - 289
  • [39] Residential Community Load Management Based on Optimal Design of Standalone HRES With Model Predictive Control
    Al-Ammar, Essam A.
    Habib, Habib Ur Rahman
    Kotb, Kotb M.
    Wang, Shaorong
    Ko, Wonsuk
    Elmorshedy, Mahmoud F.
    Waqar, Asad
    IEEE ACCESS, 2020, 8 : 12542 - 12572
  • [40] Peak load shifting with energy storage and price-based control system
    Barzin, Reza
    Chen, John J. J.
    Young, Brent R.
    Farid, Mohammed M.
    ENERGY, 2015, 92 : 505 - 514