Specialized State Space Battery Modeling for EKF-Based SOC Estimation in Photovoltaic Battery Storage Systems

Showrov Rahman; Kaushallya Adhikari

doi:10.1109/ACCESS.2026.3702921

Specialized State Space Battery Modeling for EKF-Based SOC Estimation in Photovoltaic Battery Storage Systems

Showrov Rahman
, Kaushallya Adhikari

University of Rhode Island’s College of Engineering

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

Original language	English
Pages (from-to)	92911-92922
Number of pages	12
Journal	IEEE Access
Volume	14
DOIs	https://doi.org/10.1109/ACCESS.2026.3702921
State	Published - 2026
Externally published	Yes

UN SDGs

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

SDG 7 Affordable and Clean Energy

ASJC Scopus Subject Areas

General Computer Science
General Materials Science
General Engineering

Keywords

Extended Kalman filter
data acquisition
photovoltaic battery energy storage system
state of charge
state space model

Access to Document

10.1109/ACCESS.2026.3702921

Cite this

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title = "Specialized State Space Battery Modeling for EKF-Based SOC Estimation in Photovoltaic Battery Storage Systems",

keywords = "Extended Kalman filter, data acquisition, photovoltaic battery energy storage system, state of charge, state space model",

author = "Showrov Rahman and Kaushallya Adhikari",

note = "Publisher Copyright: {\textcopyright} 2026 The Authors.",

year = "2026",

doi = "10.1109/ACCESS.2026.3702921",

language = "English",

volume = "14",

pages = "92911--92922",

journal = "IEEE Access",

issn = "2169-3536",

}

TY - JOUR

T1 - Specialized State Space Battery Modeling for EKF-Based SOC Estimation in Photovoltaic Battery Storage Systems

AU - Rahman, Showrov

AU - Adhikari, Kaushallya

PY - 2026

Y1 - 2026

KW - Extended Kalman filter

KW - data acquisition

KW - photovoltaic battery energy storage system

KW - state of charge

KW - state space model

UR - https://www.scopus.com/pages/publications/105041931013

UR - https://www.scopus.com/pages/publications/105041931013#tab=citedBy

U2 - 10.1109/ACCESS.2026.3702921

DO - 10.1109/ACCESS.2026.3702921

M3 - Article

AN - SCOPUS:105041931013

SN - 2169-3536

VL - 14

SP - 92911

EP - 92922

JO - IEEE Access

JF - IEEE Access

ER -

Specialized State Space Battery Modeling for EKF-Based SOC Estimation in Photovoltaic Battery Storage Systems

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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