Research on Bird Pest Management in Substation Based on Big Data Analysis

Ping Qian, Donglei Weng, Yong Zhang, Guoyi Wang, Jiang Lin, Guofu Gao

2022

Abstract

For better and more exact management of bird pest in substation based on birds’ habits, this paper analyses various bird’s data collected from representative substations in Zhejiang Province through data clean, features extraction and data analysis, establishes hazard level for bird species based on estimation of damage caused by birds in substation in Zhejiang Province and proposes measures and suggestions for bird pest management accordingly. The results from sites adopted the strategy demonstrate that, from Jan. 2022 to Sep. 2022, the trip rate of 220kV line was reduced by 80% and the trip rate of 110kV line was reduced by 65%, which obtained good application effect.

Paper Citation

in Harvard Style

Qian P., Weng D., Zhang Y., Wang G., Lin J. and Gao G. (2022). Research on Bird Pest Management in Substation Based on Big Data Analysis. In Proceedings of the 2nd International Conference on Public Management and Big Data Analysis - Volume 1: PMBDA; ISBN 978-989-758-658-3, SciTePress, pages 120-126. DOI: 10.5220/0012070900003624

in Bibtex Style

@conference{pmbda22,
author={Ping Qian and Donglei Weng and Yong Zhang and Guoyi Wang and Jiang Lin and Guofu Gao},
title={Research on Bird Pest Management in Substation Based on Big Data Analysis},
booktitle={Proceedings of the 2nd International Conference on Public Management and Big Data Analysis - Volume 1: PMBDA},
year={2022},
pages={120-126},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012070900003624},
isbn={978-989-758-658-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Public Management and Big Data Analysis - Volume 1: PMBDA
TI - Research on Bird Pest Management in Substation Based on Big Data Analysis
SN - 978-989-758-658-3
AU - Qian P.
AU - Weng D.
AU - Zhang Y.
AU - Wang G.
AU - Lin J.
AU - Gao G.
PY - 2022
SP - 120
EP - 126
DO - 10.5220/0012070900003624
PB - SciTePress