Identifying Features Correlating to Poor Performance of Distribution System Near-Real-Time Power Flow

Ken Crawford; Gokhan Cakir; Mesut Baran; Oluwatimilehin Adeosun; Mariann Thomas; Shweta Patil; Valentina Cecchi; Badrul Chowdhury; Cara De Coste Chacko

doi:10.1109/NAPS58826.2023.10318794

Identifying Features Correlating to Poor Performance of Distribution System Near-Real-Time Power Flow

Ken Crawford
, Gokhan Cakir
, Mesut Baran
, Oluwatimilehin Adeosun
, Mariann Thomas
, Shweta Patil
, Valentina Cecchi
, Badrul Chowdhury
, Cara De Coste Chacko

North Carolina State University
University of North Carolina at Charlotte
Duke Energy

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2023 North American Power Symposium, NAPS 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350315097
DOIs	https://doi.org/10.1109/NAPS58826.2023.10318794
State	Published - 2023
Externally published	Yes
Event	2023 North American Power Symposium, NAPS 2023 - Asheville, United States Duration: Oct 15 2023 → Oct 17 2023

Publication series

Name	2023 North American Power Symposium, NAPS 2023

Conference

Conference	2023 North American Power Symposium, NAPS 2023
Country/Territory	United States
City	Asheville
Period	10/15/23 → 10/17/23

ASJC Scopus Subject Areas

Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering
Safety, Risk, Reliability and Quality
Control and Optimization
Modeling and Simulation

Keywords

Data Gathering
Distribution Management System (DMS)
K-Means Clustering
Logistic Regression
Voltage Mismatch

Access to Document

10.1109/NAPS58826.2023.10318794

Cite this

Crawford, K., Cakir, G., Baran, M., Adeosun, O., Thomas, M., Patil, S., Cecchi, V., Chowdhury, B., & Chacko, C. D. C. (2023). Identifying Features Correlating to Poor Performance of Distribution System Near-Real-Time Power Flow. In 2023 North American Power Symposium, NAPS 2023 (2023 North American Power Symposium, NAPS 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NAPS58826.2023.10318794

Identifying Features Correlating to Poor Performance of Distribution System Near-Real-Time Power Flow. / Crawford, Ken; Cakir, Gokhan; Baran, Mesut et al.
2023 North American Power Symposium, NAPS 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 North American Power Symposium, NAPS 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Crawford, K, Cakir, G, Baran, M, Adeosun, O, Thomas, M, Patil, S, Cecchi, V, Chowdhury, B & Chacko, CDC 2023, Identifying Features Correlating to Poor Performance of Distribution System Near-Real-Time Power Flow. in 2023 North American Power Symposium, NAPS 2023. 2023 North American Power Symposium, NAPS 2023, Institute of Electrical and Electronics Engineers Inc., 2023 North American Power Symposium, NAPS 2023, Asheville, United States, 10/15/23. https://doi.org/10.1109/NAPS58826.2023.10318794

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title = "Identifying Features Correlating to Poor Performance of Distribution System Near-Real-Time Power Flow",

keywords = "Data Gathering, Distribution Management System (DMS), K-Means Clustering, Logistic Regression, Voltage Mismatch",

author = "Ken Crawford and Gokhan Cakir and Mesut Baran and Oluwatimilehin Adeosun and Mariann Thomas and Shweta Patil and Valentina Cecchi and Badrul Chowdhury and Chacko, \{Cara De Coste\}",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 North American Power Symposium, NAPS 2023 ; Conference date: 15-10-2023 Through 17-10-2023",

year = "2023",

doi = "10.1109/NAPS58826.2023.10318794",

language = "English",

series = "2023 North American Power Symposium, NAPS 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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AU - Crawford, Ken

AU - Cakir, Gokhan

AU - Baran, Mesut

AU - Adeosun, Oluwatimilehin

AU - Thomas, Mariann

AU - Patil, Shweta

AU - Cecchi, Valentina

AU - Chowdhury, Badrul

AU - Chacko, Cara De Coste

PY - 2023

Y1 - 2023

KW - Data Gathering

KW - Distribution Management System (DMS)

KW - K-Means Clustering

KW - Logistic Regression

KW - Voltage Mismatch

UR - https://www.scopus.com/pages/publications/85179554869

UR - https://www.scopus.com/pages/publications/85179554869#tab=citedBy

U2 - 10.1109/NAPS58826.2023.10318794

DO - 10.1109/NAPS58826.2023.10318794

M3 - Conference contribution

AN - SCOPUS:85179554869

T3 - 2023 North American Power Symposium, NAPS 2023

BT - 2023 North American Power Symposium, NAPS 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 North American Power Symposium, NAPS 2023

Y2 - 15 October 2023 through 17 October 2023

ER -

Identifying Features Correlating to Poor Performance of Distribution System Near-Real-Time Power Flow

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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