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Robust optimization based energy dispatch in smart grids considering simultaneously multiple uncertainties: load demands and energy prices

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10.1016/j.ifacol.2017.08.1175
 
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Nassourou, M
Puig Cayuela, VicençMés informacióMés informacióMés informació
Blesa Izquierdo, JoaquimMés informacióMés informacióMés informació
Document typeArticle
Defense date2017-07-01
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
Abstract
Solving the problem of energy dispatch in a heterogeneous complex system is not a trivial task. The problem becomes even more complex considering uncertainties in demands and energy prices. This paper discusses the development of several Economic Model Predictive Control (EMPC) based strategies for solving an energy dispatch problem in a smart micro-grid. The smart grid components are described using control-oriented model approach. Considering uncertainty of load demands and energy prices simultaneously, and using an economic objective function, leads to a non-linear non-convex problem. The technique of using an affine dependent controller is used to convexify the problem. The goal of this research is the development of a controller based on EMPC strategies that tackles both endogenous and exogenous uncertainties, in order to minimize economic costs and guarantee service reliability of the system. The developed strategies have been applied to a hybrid system comprising some photovoltaic (PV) panels, a wind generator, a hydroelectric generator, a diesel generator, and some storage devices interconnected via a DC Bus. Additionally, a comparison between the standard EMPC, and its combination with MPC tracking in single-layer and two-layer approaches was also carried out based on the daily cost of energy production.
CitationNassourou, M., Puig, V., Blesa, J. Robust optimization based energy dispatch in smart grids considering simultaneously multiple uncertainties: load demands and energy prices. "IFAC-PapersOnLine", 1 Juliol 2017, vol. 50, núm. 1, p. 6755-6760. 
URIhttp://hdl.handle.net/2117/111331
DOI10.1016/j.ifacol.2017.08.1175
ISSN2405-8963
Publisher versionhttp://www.sciencedirect.com/science/article/pii/S2405896317316713?via%3Dihub
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  • SIC - Sistemes Intel·ligents de Control - Articles de revista [120]
  • Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Articles de revista [1.187]
  • SAC - Sistemes Avançats de Control - Articles de revista [412]
  • IRI - Institut de Robòtica i Informàtica Industrial, CSIC-UPC - Articles de revista [290]
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