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Research on the Forecast Model of Transmission and Distribution Project Cost Based on Support Vector Regression Algorithm

Zhou, Ming ; Lu, Shengwei ; Ma, Li ; [et al.]

IOP Publishing ; 2021

In: IOP Conference Series: Earth and Environmental Science Vol. 714, No. 4 ( 2021-03-01), p. 042009-

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In: IOP Conference Series: Earth and Environmental Science, IOP Publishing, Vol. 714, No. 4 ( 2021-03-01), p. 042009-

Abstract: Based on historical power transmission and transformation project data, this paper constructs a support vector regression forecasting model by screening the key influencing factors of power transmission and transformation projects, and then predicts the cost of power transmission and transformation projects above 110kV in a certain province. The results show that the support vector regression forecasting model can quickly predict the project cost of power transmission and transformation projects by inputting key factors of the project. The establishment of this prediction model provides a more scientific basis for rationally controlling the cost of power transmission and transformation projects.

Type of Medium: Online Resource

ISSN: 1755-1307 , 1755-1315

URL: Article

DOI: 10.1088/1755-1315/714/4/042009

Language: Unknown

Publisher: IOP Publishing

Publication Date: 2021

detail.hit.zdb_id: 2434538-6