Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids

Brook W. Abegaz; Minh Nhu

doi:10.1109/CCWC62904.2025.10903979

Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids

Loyola University of Chicago

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

Original language	English
Title of host publication	2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025
Editors	Rajashree Paul, Arpita Kundu
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1202-1208
Number of pages	7
ISBN (Electronic)	9798331507695
DOIs	https://doi.org/10.1109/CCWC62904.2025.10903979
State	Published - 2025
Externally published	Yes
Event	15th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2025 - Las Vegas, United States Duration: Jan 6 2025 → Jan 8 2025

Publication series

Name	2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025

Conference

Conference	15th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2025
Country/Territory	United States
City	Las Vegas
Period	1/6/25 → 1/8/25

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Information Systems and Management
Safety, Risk, Reliability and Quality
Modeling and Simulation

Keywords

Extended Kalman Filter
Kalman Filter
State Estimation
State of Charge (SoC)
State of Health (SoH)
Unscented Kalman Filter

Access to Document

10.1109/CCWC62904.2025.10903979

Cite this

Abegaz, B. W., & Nhu, M. (2025). Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids. In R. Paul, & A. Kundu (Eds.), 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025 (pp. 1202-1208). (2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCWC62904.2025.10903979

Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids. / Abegaz, Brook W.; Nhu, Minh.
2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025. ed. / Rajashree Paul; Arpita Kundu. Institute of Electrical and Electronics Engineers Inc., 2025. p. 1202-1208 (2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025).

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

Abegaz, BW & Nhu, M 2025, Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids. in R Paul & A Kundu (eds), 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025. 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025, Institute of Electrical and Electronics Engineers Inc., pp. 1202-1208, 15th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2025, Las Vegas, United States, 1/6/25. https://doi.org/10.1109/CCWC62904.2025.10903979

Abegaz BW, Nhu M. Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids. In Paul R, Kundu A, editors, 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025. Institute of Electrical and Electronics Engineers Inc. 2025. p. 1202-1208. (2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025). doi: 10.1109/CCWC62904.2025.10903979

Abegaz, Brook W. ; Nhu, Minh. / Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids. 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025. editor / Rajashree Paul ; Arpita Kundu. Institute of Electrical and Electronics Engineers Inc., 2025. pp. 1202-1208 (2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025).

@inproceedings{6df908e603194856bc12224f64d8d0f0,

title = "Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids",

keywords = "Extended Kalman Filter, Kalman Filter, State Estimation, State of Charge (SoC), State of Health (SoH), Unscented Kalman Filter",

author = "Abegaz, {Brook W.} and Minh Nhu",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 15th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2025 ; Conference date: 06-01-2025 Through 08-01-2025",

year = "2025",

doi = "10.1109/CCWC62904.2025.10903979",

language = "English",

series = "2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025",

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

pages = "1202--1208",

editor = "Rajashree Paul and Arpita Kundu",

booktitle = "2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025",

}

TY - GEN

T1 - Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids

AU - Abegaz, Brook W.

AU - Nhu, Minh

PY - 2025

Y1 - 2025

KW - Extended Kalman Filter

KW - Kalman Filter

KW - State Estimation

KW - State of Charge (SoC)

KW - State of Health (SoH)

KW - Unscented Kalman Filter

UR - http://www.scopus.com/inward/record.url?scp=105001101291&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=105001101291&partnerID=8YFLogxK

U2 - 10.1109/CCWC62904.2025.10903979

DO - 10.1109/CCWC62904.2025.10903979

M3 - Conference contribution

AN - SCOPUS:105001101291

T3 - 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025

SP - 1202

EP - 1208

BT - 2025 IEEE 15th Annual Computing and Communication Workshop and Conference, CCWC 2025

A2 - Paul, Rajashree

A2 - Kundu, Arpita

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 15th IEEE Annual Computing and Communication Workshop and Conference, CCWC 2025

Y2 - 6 January 2025 through 8 January 2025

ER -

Proactive Computing Methods for the State of Charge and State of Health Estimation in Smart Grids

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Cite this