Hierarchical Agent-Based Integrated Modelling Approach for Microgrids with Adoption of EVs and HRES
Joint Authors
Han, Peng
Li, Yan
Wang, Jinkuan
Han, Yinghua
Source
Journal of Applied Mathematics
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-09
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
The large adoption of electric vehicles (EVs), hybrid renewable energy systems (HRESs), and the increasing of the loads shall bring significant challenges to the microgrid.
The methodology to model microgrid with high EVs and HRESs penetrations is the key to EVs adoption assessment and optimized HRESs deployment.
However, considering the complex interactions of the microgrid containing massive EVs and HRESs, any previous single modelling approaches are insufficient.
Therefore in this paper, the methodology named Hierarchical Agent-based Integrated Modelling Approach (HAIMA) is proposed.
With the effective integration of the agent-based modelling with other advanced modelling approaches, the proposed approach theoretically contributes to a new microgrid model hierarchically constituted by microgrid management layer, component layer, and event layer.
Then the HAIMA further links the key parameters and interconnects them to achieve the interactions of the whole model.
Furthermore, HAIMA practically contributes to a comprehensive microgrid operation system, through which the assessment of the proposed model and the impact of the EVs adoption are achieved.
Simulations show that the proposed HAIMA methodology will be beneficial for the microgrid study and EV’s operation assessment and shall be further utilized for the energy management, electricity consumption prediction, the EV scheduling control, and HRES deployment optimization.
American Psychological Association (APA)
Han, Peng& Wang, Jinkuan& Li, Yan& Han, Yinghua. 2014. Hierarchical Agent-Based Integrated Modelling Approach for Microgrids with Adoption of EVs and HRES. Journal of Applied Mathematics،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-499750
Modern Language Association (MLA)
Han, Peng…[et al.]. Hierarchical Agent-Based Integrated Modelling Approach for Microgrids with Adoption of EVs and HRES. Journal of Applied Mathematics No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-499750
American Medical Association (AMA)
Han, Peng& Wang, Jinkuan& Li, Yan& Han, Yinghua. Hierarchical Agent-Based Integrated Modelling Approach for Microgrids with Adoption of EVs and HRES. Journal of Applied Mathematics. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-499750
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-499750