A zigbee based centralized health monitoring wireless network for transformers in smart grid

Md Shakil Anwar; Md Farhad Hossain

doi:10.1109/ICECE51571.2020.9393108

A zigbee based centralized health monitoring wireless network for transformers in smart grid

Md Shakil Anwar
, Md Farhad Hossain

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

This paper proposes a wireless network system to transmit health monitoring data of transformers in a smart grid system with low packet loss. A low power Zigbee based network is developed to reliably and sustainably transmit continuous data from the transformer node to the central smart grid server. Two low energy adaptive clustering hierarchy (LEACH) methods are used to cluster transformers, which transmit data via IEEE 802.15.4 Zigbee protocol using star topology. Comparison between the two LEACH methods, GMM and K means are presented in terms of packet loss and energy consumption. For the measurement of performance metrics, the 5G path-loss model for Micro Urban Street Canyon Model is considered with dynamic shadow fading.

Original language	English
Title of host publication	Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	335-338
Number of pages	4
ISBN (Electronic)	9781665422543
DOIs	https://doi.org/10.1109/ICECE51571.2020.9393108
Publication status	Published - 17 Dec 2020
Externally published	Yes
Event	11th International Conference on Electrical and Computer Engineering, ICECE 2020 - Virtual, Dhaka, Bangladesh Duration: 17 Dec 2020 → 19 Dec 2020

Publication series

Name	Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020

Conference

Conference	11th International Conference on Electrical and Computer Engineering, ICECE 2020
Country/Territory	Bangladesh
City	Virtual, Dhaka
Period	17/12/20 → 19/12/20

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Access to Document

10.1109/ICECE51571.2020.9393108

Cite this

Anwar, M. S., & Hossain, M. F. (2020). A zigbee based centralized health monitoring wireless network for transformers in smart grid. In Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020 (pp. 335-338). Article 9393108 (Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICECE51571.2020.9393108

Anwar, Md Shakil ; Hossain, Md Farhad. / A zigbee based centralized health monitoring wireless network for transformers in smart grid. Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020. IEEE, Institute of Electrical and Electronics Engineers, 2020. pp. 335-338 (Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020).

@inproceedings{6936f3891a7f4062b0ef886a4f2305d8,

title = "A zigbee based centralized health monitoring wireless network for transformers in smart grid",

abstract = "This paper proposes a wireless network system to transmit health monitoring data of transformers in a smart grid system with low packet loss. A low power Zigbee based network is developed to reliably and sustainably transmit continuous data from the transformer node to the central smart grid server. Two low energy adaptive clustering hierarchy (LEACH) methods are used to cluster transformers, which transmit data via IEEE 802.15.4 Zigbee protocol using star topology. Comparison between the two LEACH methods, GMM and K means are presented in terms of packet loss and energy consumption. For the measurement of performance metrics, the 5G path-loss model for Micro Urban Street Canyon Model is considered with dynamic shadow fading.",

keywords = "GMM, K-means, LEACH, Smart Grid, Transformer Health Monitoring, Zigbee Network",

author = "Anwar, \{Md Shakil\} and Hossain, \{Md Farhad\}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 11th International Conference on Electrical and Computer Engineering, ICECE 2020 ; Conference date: 17-12-2020 Through 19-12-2020",

year = "2020",

month = dec,

day = "17",

doi = "10.1109/ICECE51571.2020.9393108",

language = "English",

series = "Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

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booktitle = "Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020",

address = "United States",

}

Anwar, MS & Hossain, MF 2020, A zigbee based centralized health monitoring wireless network for transformers in smart grid. in Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020., 9393108, Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020, IEEE, Institute of Electrical and Electronics Engineers, pp. 335-338, 11th International Conference on Electrical and Computer Engineering, ICECE 2020, Virtual, Dhaka, Bangladesh, 17/12/20. https://doi.org/10.1109/ICECE51571.2020.9393108

A zigbee based centralized health monitoring wireless network for transformers in smart grid. / Anwar, Md Shakil; Hossain, Md Farhad.
Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020. IEEE, Institute of Electrical and Electronics Engineers, 2020. p. 335-338 9393108 (Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020).

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

TY - GEN

T1 - A zigbee based centralized health monitoring wireless network for transformers in smart grid

AU - Anwar, Md Shakil

AU - Hossain, Md Farhad

PY - 2020/12/17

Y1 - 2020/12/17

N2 - This paper proposes a wireless network system to transmit health monitoring data of transformers in a smart grid system with low packet loss. A low power Zigbee based network is developed to reliably and sustainably transmit continuous data from the transformer node to the central smart grid server. Two low energy adaptive clustering hierarchy (LEACH) methods are used to cluster transformers, which transmit data via IEEE 802.15.4 Zigbee protocol using star topology. Comparison between the two LEACH methods, GMM and K means are presented in terms of packet loss and energy consumption. For the measurement of performance metrics, the 5G path-loss model for Micro Urban Street Canyon Model is considered with dynamic shadow fading.

AB - This paper proposes a wireless network system to transmit health monitoring data of transformers in a smart grid system with low packet loss. A low power Zigbee based network is developed to reliably and sustainably transmit continuous data from the transformer node to the central smart grid server. Two low energy adaptive clustering hierarchy (LEACH) methods are used to cluster transformers, which transmit data via IEEE 802.15.4 Zigbee protocol using star topology. Comparison between the two LEACH methods, GMM and K means are presented in terms of packet loss and energy consumption. For the measurement of performance metrics, the 5G path-loss model for Micro Urban Street Canyon Model is considered with dynamic shadow fading.

KW - GMM

KW - K-means

KW - LEACH

KW - Smart Grid

KW - Transformer Health Monitoring

KW - Zigbee Network

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UR - https://ieeexplore.ieee.org/xpl/conhome/9393009/proceeding

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DO - 10.1109/ICECE51571.2020.9393108

M3 - Conference contribution

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BT - Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020

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ER -

Anwar MS, Hossain MF. A zigbee based centralized health monitoring wireless network for transformers in smart grid. In Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020. IEEE, Institute of Electrical and Electronics Engineers. 2020. p. 335-338. 9393108. (Proceedings of 2020 11th International Conference on Electrical and Computer Engineering, ICECE 2020). doi: 10.1109/ICECE51571.2020.9393108

A zigbee based centralized health monitoring wireless network for transformers in smart grid

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