Optimal Planning of Communication System of CPS for Distribution Network

Joint Authors

Huang, Zhiyong
Pen, Haibo
Zhang, Yajian
Yang, Ting

Source

Journal of Sensors

Issue

Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-10, 10 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2017-03-07

Country of Publication

Egypt

No. of Pages

10

Main Subjects

Civil Engineering

Abstract EN

IoT is the technical basis to realize the CPS (Cyber Physical System) for distribution networks, with which the complex system becomes more intelligent and controllable.

Because of the multihop and self-organization characteristics, the large-scale heterogeneous CPS network becomes more difficult to plan.

Using topological potential theory, one of typical big data analysis technologies, this paper proposed a novel optimal CPS planning model.

Topological potential equalization is considered as the optimization objective function in heterogeneous CPS network with the constraints of communication requirements, physical infrastructures, and network reliability.

An improved binary particle swarm optimization algorithm is proposed to solve this complex optimal problem.

Two IEEE classic examples are adopted in the simulation, and the results show that, compared with benchmark algorithms, our proposed method can provide an effective topology optimization scheme to improve the network reliability and transmitting performance.

American Psychological Association (APA)

Yang, Ting& Huang, Zhiyong& Pen, Haibo& Zhang, Yajian. 2017. Optimal Planning of Communication System of CPS for Distribution Network. Journal of Sensors،Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1187656

Modern Language Association (MLA)

Yang, Ting…[et al.]. Optimal Planning of Communication System of CPS for Distribution Network. Journal of Sensors No. 2017 (2017), pp.1-10.
https://search.emarefa.net/detail/BIM-1187656

American Medical Association (AMA)

Yang, Ting& Huang, Zhiyong& Pen, Haibo& Zhang, Yajian. Optimal Planning of Communication System of CPS for Distribution Network. Journal of Sensors. 2017. Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1187656

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1187656