Design, architecture and implementation of a residential energy box management tool in a SmartGrid

被引:21
作者
Ioakirnidis, Christos S. [1 ,2 ]
Oliveira, Luis J. [2 ]
Genikomsakis, Konstantinos N. [3 ]
Dallas, Panagiotis I. [4 ]
机构
[1] Univ Lisbon, Inst Super Tecn, Ctr Innovat Technol & Policy Res, IN, P-1049001 Lisbon, Portugal
[2] MIT, Portugal Program, Sustainable Energy Syst, P-2744016 Porto Salvo, Portugal
[3] Univ Deusto, DeustoTech Energy, Deusto Inst Technol, Bilbao 48007, Spain
[4] INTRACOM Telecom SA, Wireless Network Syst Div, Athens 19002, Greece
关键词
Electric vehicle; Microgrid; Vehicle-to-grid; Electricity management; Ancillary service; Energy market; SYSTEMS; VEHICLES;
D O I
10.1016/j.energy.2014.07.068
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper presents the EB (energy box) concept in the context of the V2G (vehicle-to-grid) technology to address the energy management needs of a modern residence, considering that the available infrastructure includes micro-renewable energy sources in the form of solar and wind power, the electricity loads consist of "smart" and conventional household appliances, while the battery of an EV (electric vehicle) plays the role of local storage. The problem is formulated as a multi-objective DSP (dynamic stochastic programming) model in order to maximize comfort and lifestyle preferences and minimize cost. Combining the DSP model that controls the EB operation with a neural network based approach for simulating the thermal model of a building, a set of scenarios are examined to exemplify the applicability of the proposed energy management tool. The EB is capable of working under real-time tariff and placing bids in electricity markets both as a stand-alone option and integrated in a SmartGrid paradigm, where a number of EBs are managed by an aggregator. The results obtained for the Portuguese tertiary electricity market indicate that this approach has the potential to compete as an ancillary service and sustain business with benefits for both the microgrid and residence occupants. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:167 / 181
页数:15
相关论文
共 33 条
  • [1] Plug-in hybrid electric vehicles as regulating power providers: Case studies of Sweden and Germany
    Andersson, S-L
    Elofsson, A. K.
    Galus, M. D.
    Goransson, L.
    Karlsson, S.
    Johnsson, F.
    Andersson, G.
    [J]. ENERGY POLICY, 2010, 38 (06) : 2751 - 2762
  • [2] [Anonymous], 2008, Manual de Procedimentos Gerais de Servicos com Armazens Avancados Pyxis
  • [3] Future development of the electricity systems with distributed generation
    Bayod-Rujula, Angel A.
    [J]. ENERGY, 2009, 34 (03) : 377 - 383
  • [4] Berntson C, 2004, INTRO OBJECT ORIENTE
  • [5] Black J.W., 2007, Journal of Industrial and Systems Engineering, V1, P97
  • [6] Ready or not, here comes the smart grid!
    Blumsack, Seth
    Fernandez, Alisha
    [J]. ENERGY, 2012, 37 (01) : 61 - 68
  • [7] Brooks A. N., 2002, VEHICLE TO GRID DEMO
  • [8] Economic analysis and optimal energy management models for microgrid systems: A case study in Taiwan
    Chen, Yen-Haw
    Lu, Su-Ying
    Chang, Yung-Ruei
    Lee, Ta-Tung
    Hu, Ming-Che
    [J]. APPLIED ENERGY, 2013, 103 : 145 - 154
  • [9] Clarke S, 2003, ELECT GENERATION USI
  • [10] ESTIA - A REAL-TIME CONSUMER CONTROL SCHEME FOR SPACE CONDITIONING USAGE UNDER SPOT ELECTRICITY PRICING
    CONSTANTOPOULOS, P
    SCHWEPPE, FC
    LARSON, RC
    [J]. COMPUTERS & OPERATIONS RESEARCH, 1991, 18 (08) : 751 - 765