A robust optimization approach to energy hub management

被引:306
作者
Parisio, Alessandra [1 ]
Del Vecchio, Carmen [1 ]
Vaccaro, Alfredo [1 ]
机构
[1] Univ Sannio, Dipartimento Ingn, I-82100 Benevento, Italy
关键词
Energy hub modeling; Energy efficiency; Short-term operation scheduling in energy hub; Robust optimization;
D O I
10.1016/j.ijepes.2012.03.015
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
In this paper a robust optimization problem of an energy hub operations is presented. An energy hub is a multi-generation system where multiple energy carriers input to the hub are converted, stored and distributed in order to satisfy energy demands. The solution to energy hub operation problem determines the energy carriers to be purchased and stored in order to satisfy energy requests while minimizing a cost function. A control approach using Robust Optimization (RO) techniques is proposed; specifically the energy carriers input to the hub, their distribution among converters and their storage are determined in order to satisfy the energy hub output time-varying requests while minimizing the energy expenses. Bounded uncertainties on energy hub parameters are taken into account and RO methods are exploited to gain robust solutions which are feasible for all values, or for a selected subset, of uncertain data. Simulation results underline the benefits resulting from the application of the proposed approach to an energy hub structure designed in Waterloo, Canada. (c) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:98 / 104
页数:7
相关论文
共 18 条
[1]
Anders G, 2011, SPRINGER SERIES RELI, VXVI, P107
[2]
[Anonymous], IEEE POWER TECH 2007
[3]
[Anonymous], IAEE EUR C VIENN AUS
[4]
Arnold M, 2009, INTELLIGENT INFRASTR
[5]
Robust solutions of uncertain linear programs [J].
Ben-Tal, A ;
Nemirovski, A .
OPERATIONS RESEARCH LETTERS, 1999, 25 (01) :1-13
[6]
The price of robustness [J].
Bertsimas, D ;
Sim, M .
OPERATIONS RESEARCH, 2004, 52 (01) :35-53
[7]
Carradore L., 2008, 43 INT U POW ENG C
[8]
Distributed multi-generation: A comprehensive view [J].
Chicco, Gianfranco ;
Mancarefla, Pierluigi .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2009, 13 (03) :535-551
[9]
Optimization strategy for element sizing in hybrid power systems [J].
del Real, Alejandro J. ;
Arce, Alicia ;
Bordons, Carlos .
JOURNAL OF POWER SOURCES, 2009, 193 (01) :315-321
[10]
Energy hubs for the future [J].
Geidl, Martin ;
Koeppel, Gaudenz ;
Favre-Perrod, Patrick ;
Kloeckl, Bernd ;
Andersson, Goran ;
Froehlich, Klaus .
IEEE POWER & ENERGY MAGAZINE, 2007, 5 (01) :24-30