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

Author
Nassourou, M.; Puig, V.; Blesa, J.
Type of activity
Journal article
Journal
IFAC-PapersOnLine
Date of publication
2017-07-01
Volume
50
Number
1
First page
6755
Last page
6760
DOI
https://doi.org/10.1016/j.ifacol.2017.08.1175 Open in new window
Repository
http://hdl.handle.net/2117/111331 Open in new window
URL
http://www.sciencedirect.com/science/article/pii/S2405896317316713?via%3Dihub Open in new window
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 simul...
Citation
Nassourou, 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.
Keywords
Demand uncertainty, Energy prices uncertainty, Model Predictive Control, Robust Optimization, Smart grid
Group of research
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Advanced Control Systems

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