Study on Influencing Factors and Estimation Model of the Water Supply and Drainage Structure Cost in Substation

Author:

Zhai Huijing1,Wang Jiao2ORCID,Wang Ningning1

Affiliation:

1. Shandong Electric Power Engineering Consulting Institute Co., Ltd., Jinan 250013, China

2. Northeast Electric Power University, Jilin 132012, China

Abstract

This paper made an in-depth analysis of the articulation between a substation’s design parameters and water supply and drainage structure quantities and costs, innovatively built a hierarchical structure model of influencing factors of quantities, and eventually extracted the key parameters affecting quantities. Meanwhile, the influence path of the price level change on the water supply and drainage structure costs was also analyzed in this paper. The BP neural network model and linear regression model were employed to estimate the ontology engineering cost and the price difference due to preparation time, so as to realize the purpose of quickly estimating the cost of substation water supply and drainage structure by knowing a few key parameters. Through calculation and stimulated analysis, the error of the model is controlled within ±3%, which provides an effective tool for quickly estimating the cost of substation water supply and drainage structure. Therefore, this model has practical significance and application value.

Funder

Science and Technology Project Foundation of Shandong Electric Power Engineering Consulting Institute

Publisher

Hindawi Limited

Subject

General Engineering,General Mathematics

Reference9 articles.

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