Wastewater pipe condition rating model using K- Nearest Neighbors

Sai Nethra Betgeri; Shashank Reddy Vadyala; John C. Matthews; Mahboubeh Madadi; Greta Vladeanu

doi:10.1016/j.tust.2022.104921

Wastewater pipe condition rating model using K- Nearest Neighbors

Sai Nethra Betgeri
, Shashank Reddy Vadyala
, John C. Matthews
, Mahboubeh Madadi
, Greta Vladeanu

Trenchless Technology Center

Louisiana Tech University
San Jose State University
Xylem

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	104921
Journal	Tunnelling and Underground Space Technology
Volume	132
DOIs	https://doi.org/10.1016/j.tust.2022.104921
State	Published - Feb 2023

UN SDGs

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

SDG 6 Clean Water and Sanitation

ASJC Scopus Subject Areas

Building and Construction
Geotechnical Engineering and Engineering Geology

Keywords

Failure
K-Nearest Neighbors (K-NN)
Pipe rating
Risk analysis
Shapiro Wilks Test

Access to Document

10.1016/j.tust.2022.104921

Cite this

@article{2387c656bfde4fddb9b2dd1fb34ab14f,

title = "Wastewater pipe condition rating model using K- Nearest Neighbors",

keywords = "Failure, K-Nearest Neighbors (K-NN), Pipe rating, Risk analysis, Shapiro Wilks Test",

author = "\{Nethra Betgeri\}, Sai and \{Reddy Vadyala\}, Shashank and Matthews, \{John C.\} and Mahboubeh Madadi and Greta Vladeanu",

note = "Publisher Copyright: {\textcopyright} 2022 Elsevier Ltd",

year = "2023",

month = feb,

doi = "10.1016/j.tust.2022.104921",

language = "English",

volume = "132",

journal = "Tunnelling and Underground Space Technology",

issn = "0886-7798",

}

TY - JOUR

T1 - Wastewater pipe condition rating model using K- Nearest Neighbors

AU - Nethra Betgeri, Sai

AU - Reddy Vadyala, Shashank

AU - Matthews, John C.

AU - Madadi, Mahboubeh

AU - Vladeanu, Greta

PY - 2023/2

Y1 - 2023/2

KW - Failure

KW - K-Nearest Neighbors (K-NN)

KW - Pipe rating

KW - Risk analysis

KW - Shapiro Wilks Test

UR - https://www.scopus.com/pages/publications/85144820207

UR - https://www.scopus.com/pages/publications/85144820207#tab=citedBy

U2 - 10.1016/j.tust.2022.104921

DO - 10.1016/j.tust.2022.104921

M3 - Article

AN - SCOPUS:85144820207

SN - 0886-7798

VL - 132

JO - Tunnelling and Underground Space Technology

JF - Tunnelling and Underground Space Technology

M1 - 104921

ER -

Wastewater pipe condition rating model using K- Nearest Neighbors

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this