Abstract
Infrastructure in future smart and connected communities is envisioned as an aggregate of public services,
including energy, transportation, and communication systems, all intertwined with each other. The intrinsic
interdependency among these systems may exert underlying influence on both design and operation of the
heterogeneous infrastructures. However, few prior studies have tapped into the interdependency among
these systems in order to quantify their potential impacts during standard operation. In response to this,
this paper proposes an open source, flexible, integrated modeling framework suitable for designing coupled
energy, transportation, and communication systems and for assessing the impact of their interdependencies.
First, a novel multi-level, multi-layer, multi-agent approach is proposed to enable flexible modeling of
the interconnected systems. Then, for the frameworkâs proof-of-concept, preliminary component and system-level
models for different systems are designed and implemented using Modelica, an equation-based object-oriented
modeling language. Finally, three case studies of gradually increasing complexity are presented (energy,
energy + transportation, energy + transportation + communication) to evaluate the interdependencies among
the three systems. Quantitative analyses show that the deviation of the average velocity on the road can
be 10.5% and the deviation of the power draw from the grid can be 7% with or without considering the
transportation and communication system at the peak commute time, indicating the presence of notable
interdependencies. The proposed modeling framework also has the potential to be further extended for
various modeling purposes and use cases, such as dynamic modeling and optimization, resilience analysis,
and integrated decision making in future connected communities.
BibTeX Citation
@ARTICLE{Lu2019,
author={Lu, Xing and Hinkelman, Kathryn and Fu, Yangyang and Wang, Jing and Zuo, Wangda and Zhang, Qianqian and Saad, Walid},
journal={IEEE Access},
title={An Open Source Modeling Framework for Interdependent Energy-Transportation-Communication Infrastructure in Smart and Connected Communities},
year={2019},
volume={7},
number={},
pages={55458-55476},
doi={10.1109/ACCESS.2019.2913630}
}