Proceedings of the 2025 4th International Conference on Engineering Management and Information Science (EMIS 2025)

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Research on Reasonable Interval Analysis Method of Power Grid Technical Transformation Project Based on Kernel Density Estimation Method

Authors
Jianguo Tang1, Huixing Liu1, Yizhen Zhou1, Wenjing Xiao1, *
1State Grid Hubei Extra High Voltage Company, Hubei, Wuhan, 430050, China
*Corresponding author. Email: juzen123@163.com
Corresponding Author
Wenjing Xiao
Available Online 22 May 2025.
DOI
10.2991/978-94-6463-736-6_3How to use a DOI?
Keywords
Power Engineering; Technological Transformation Technology; Nuclear Density Estimation Method; Cost Interval; Analysis Technology
Abstract

With the rapid development of the electric power industry, grid technology transformation projects have become an important way to enhance grid operational efficiency and improve the reliability of power supply. However, due to the wide range of equipment involved and the technical complexity of these projects, how to reasonably assess and control project investment costs has become an urgent issue. As the cost components of technological transformation projects are numerous and the influencing factors are complex, precise determination becomes challenging. Therefore, this paper proposes a novel approach based on Kernel Density Estimation. By utilizing KDE, it is possible to estimate the data distribution more accurately without relying on assumed models, thus providing a more scientific basis for determining the cost range of power grid technology transformation projects.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2025 4th International Conference on Engineering Management and Information Science (EMIS 2025)
Series
Advances in Computer Science Research
Publication Date
22 May 2025
ISBN
978-94-6463-736-6
ISSN
2352-538X
DOI
10.2991/978-94-6463-736-6_3How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Jianguo Tang
AU  - Huixing Liu
AU  - Yizhen Zhou
AU  - Wenjing Xiao
PY  - 2025
DA  - 2025/05/22
TI  - Research on Reasonable Interval Analysis Method of Power Grid Technical Transformation Project Based on Kernel Density Estimation Method
BT  - Proceedings of the 2025 4th International Conference on Engineering Management and Information Science (EMIS 2025)
PB  - Atlantis Press
SP  - 11
EP  - 17
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-736-6_3
DO  - 10.2991/978-94-6463-736-6_3
ID  - Tang2025
ER  -