An ontology for modeling flexibility in smart grid energy management

被引:0
|
作者
Verhoosel, J. [1 ]
Rothengatter, D. [1 ]
Rumph, F. J. [1 ]
Konsman, M. [1 ]
机构
[1] Netherlands Org Appl Sci Res, TNO, Utrecht, Netherlands
关键词
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
The use of renewable energy sources is increasing due to national and international regulations. Such energy sources are less predictable than most of the classical energy production systems, like coal and nuclear power plants. This causes a challenge for balancing the electricity system. A possibility to meet this challenge is to use the flexibility in electricity demand for balancing with unpredictable electricity supply. In this paper we briefly present an approach to incorporate flexibility into demand response and present the generic MIRABEL information model for expressing flexibility in consumption or distributed generation. In addition, we focus on an ontology for flexibility in smart grids that was designed on the basis of the MIRABEL information model. This ontology is represented in OWL and defines the objects involved in flexibility and their relationships. Thereby, this ontology gives a semantically better view on the flexibility concept and its meaning in relation to the building on the one hand and the smart grid on the other hand. Moreover, this ontology forms the basis for a vocabulary that can be published via the web and used to connect IT systems from various stakeholders in the energy domain that handle supply and demand of energy.
引用
收藏
页码:931 / 938
页数:8
相关论文
共 50 条
  • [1] Research on Ontology Modeling Method of Smart Grid
    He, Hongpeng
    Huang, Yanhao
    Liu, Jun
    Fan, Jianlei
    ADVANCES IN ENERGY SCIENCE AND TECHNOLOGY, PTS 1-4, 2013, 291-294 : 2079 - +
  • [2] Modeling Smart Grid neighborhoods with the ENERsip ontology
    Lopez, G.
    Custodio, V.
    Moreno, J. I.
    Sikora, M.
    Moura, P.
    Fernandez, N.
    COMPUTERS IN INDUSTRY, 2015, 70 : 168 - 182
  • [3] Ontology-based abstraction layer for smart grid interaction in building energy management systems
    Schachinger, Daniel
    Kastner, Wolfgang
    Gaida, Stefan
    2016 IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON), 2016,
  • [4] An ontology based energy management for smart home
    Saba, Djamel
    Sahli, Youcef
    Hadidi, Abdelkader
    SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2021, 31 (31):
  • [5] Ontology-based User Privacy Management in Smart Grid
    Islam, Raisa
    Cerny, Tomas
    Shin, Dongwan
    37TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, 2022, : 174 - 182
  • [6] Flexibility Definition for Smart Grid Cells in a Decentralized Energy System
    Sawall, Helen
    Scheuriker, Andreas
    Stetter, Daniel
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON SMART CITIES AND GREEN ICT SYSTEMS (SMARTGREENS), 2018, : 130 - 139
  • [7] Modeling energy scheduling in the smart isolated electrical grid based on demand management
    Habibullah
    Pallathadka, Harikumar
    Abbas, Jamal K.
    Saleem, Munqith
    Mohsen, Karrar Shareef
    Jabbar, Kadhim Abbas
    Alawady, Ahmed Hussien Radie
    Alsaalamy, Ali Hashiem
    MULTISCALE AND MULTIDISCIPLINARY MODELING EXPERIMENTS AND DESIGN, 2024, 7 (03) : 1831 - 1842
  • [8] Towards the Modeling of Flexibility Using Artificial Neural Networks in Energy Management and Smart Grids
    Foerderer, Kevin
    Ahrens, Mischa
    Bao, Kaibin
    Mauser, Ingo
    Schmeck, Hartmut
    E-ENERGY'18: PROCEEDINGS OF THE 9TH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS, 2018, : 85 - 90
  • [9] Flexibility: Literature review on concepts, modeling, and provision method in smart grid
    Hussain, Sadam
    Lai, Chunyan
    Eicker, Ursula
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2023, 35
  • [10] Implementation of Smart Residential Energy Management System for Smart Grid
    Refaat, Shady S.
    Abu-Rub, Haitham
    2015 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2015, : 3436 - 3441