Nonlinear Economic Model Predictive Control Strategy for Active Smart Buildings

被引:0
|
作者
Santos, Rui Mirra [1 ]
Zong, Yi [2 ]
Sousa, Joao M. C. [1 ]
Mendonca, Luis [1 ,3 ]
Thavlov, Anders [2 ]
机构
[1] Univ Lisbon, Inst Super Tecn, IDMEC, Lisbon, Portugal
[2] Tech Univ Denmark, Dept Elect Engn, Roskilde, Denmark
[3] Escola Super Naut Infante D Henrique, Dept Marine Engn, Lisbon, Portugal
关键词
Economic model predictive control; flexible electricity consumption; load shifting; nonlinear model-based controller; smart grid; MANAGEMENT; SYSTEM;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, the development of advanced and innovative intelligent control techniques for energy management in buildings is a key issue within the smart grid topic. A nonlinear economic model predictive control (EMPC) scheme, based on the branch-and-bound tree search used as optimization algorithm for solving the nonconvex optimization problem is proposed in this paper. A simulation using the nonlinear model-based controller to control the temperature levels of an intelligent office building (PowerFlexHouse) is addressed. Its performance is compared with a linear model-based controller. The nonlinear controller is shown very reliable keeping the comfort levels in the two considered seasons and shifting the load away from peak hours in order to achieve the desired flexible electricity consumption.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Challenges of implementing economic model predictive control strategy for buildings interacting with smart energy systems
    Zong, Yi
    Boening, Georg Martin
    Santos, Rui Mirra
    You, Shi
    Hu, Junjie
    Han, Xue
    [J]. APPLIED THERMAL ENGINEERING, 2017, 114 : 1476 - 1486
  • [2] Flexible Energy Scheduling Strategy in Smart Buildings Based on Model Predictive Control
    Chen, Houhe
    Li, Zening
    Jiang, Tao
    Li, Xue
    Zhang, Rufeng
    Li, Guoqing
    [J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2019, 43 (16): : 116 - 124
  • [3] Economic nonlinear model predictive control
    Christofides, Panagiotis D.
    El-Farra, Nael H.
    [J]. JOURNAL OF PROCESS CONTROL, 2014, 24 (08) : 1155 - 1155
  • [4] Economic Nonlinear Model Predictive Control
    Faulwasser, Timm
    Gruene, Lars
    Mueller, Matthias A.
    [J]. FOUNDATIONS AND TRENDS IN SYSTEMS AND CONTROL, 2018, 5 (01): : 1 - 98
  • [5] Adaptive-predictive control strategy for HVAC systems in smart buildings - A review
    Gholamzadehmir, Maryam
    Del Pero, Claudio
    Buffa, Simone
    Fedrizzi, Roberto
    Aste, Niccolo'
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2020, 63
  • [6] Model Predictive Control for Efficient Management of Energy Resources in Smart Buildings
    Simmini, Francesco
    Caldognetto, Tommaso
    Bruschetta, Mattia
    Mion, Enrico
    Carli, Ruggero
    [J]. ENERGIES, 2021, 14 (18)
  • [7] Non-linear Model Predictive Control for Smart Heating of Buildings
    Thilker, Christian Ankerstjerne
    Bergsteinsson, Hjorleifur G.
    Bacher, Peder
    Madsen, Henrik
    Cali, Davide
    Junker, Rune G.
    [J]. COLD CLIMATE HVAC & ENERGY 2021, 2021, 246
  • [8] Economic model predictive control of switched nonlinear systems
    Heidarinejad, Mohsen
    Liu, Jinfeng
    Christofides, Panagiotis D.
    [J]. SYSTEMS & CONTROL LETTERS, 2013, 62 (01) : 77 - 84
  • [9] Economic model predictive control of stochastic nonlinear systems
    Wu, Zhe
    Zhang, Junfeng
    Zhang, Zhihao
    Albalawi, Fahad
    Durand, Helen
    Mahmood, Maaz
    Mhaskar, Prashant
    Christofides, Panagiotis D.
    [J]. AICHE JOURNAL, 2018, 64 (09) : 3312 - 3322
  • [10] Safe economic model predictive control of nonlinear systems
    Wu, Zhe
    Durand, Helen
    Christofides, Panagiotis D.
    [J]. SYSTEMS & CONTROL LETTERS, 2018, 118 : 69 - 76