6 citations · 12 across the 9 of their papers we have counts for
10 papers
An Objective Performance Evaluation of the LSTM Networks in Time Series Classification
Sooraj Sunil, Balakumar Balasingam
The rapid adoption of deep learning has increasingly led to data-driven models replacing classical model-based algorithms, even in domains governed by well-understood physical laws…
An Improved Approach to Estimate the Internal Resistance of a Battery During the HPPC Test
Prarthana Pillai, Smeet Desai, Krishna R. Pattipati +1
This paper considers the problem of resistance estimation in electronic systems including battery management systems (BMS) and battery chargers. In typical applications, the batter…
Performance Analysis of Empirical Open-Circuit Voltage Modeling in Lithium Ion Batteries, Part-3: Experimental Results
Prarthana Pillai, James Nguyen, Balakumar Balasingam
This paper is the third part of a series of papers about empirical approaches to open circuit voltage (OCV) modeling of lithium-ion batteries. The first part of the series proposed…
Performance Analysis of Empirical Open-Circuit Voltage Modeling in Lithium Ion Batteries, Part-2: Data Collection Procedure
Prarthana Pillai, James Nguyen, Balakumar Balasingam
This paper is the second part of a series of papers about empirical approaches to open circuit voltage (OCV) modeling and its performance comparison in lithium-ion batteries. The f…
Performance Analysis of Empirical Open-Circuit Voltage Modeling in Lithium Ion Batteries, Part-1: Performance Measures
Prarthana Pillai, James Nguyen, Balakumar Balasingam
The open circuit voltage to the state of charge (OCVSOC) characteristic is crucial for battery management systems. Using the OCV-SOC curve, the SOC and the battery capacity can be…
A Critical Look at Coulomb Counting Towards Improving the Kalman Filter Based State of Charge Tracking Algorithms in Rechargeable Batteries
Kiarash Movassagh, Sheikh Arif Raihan, Balakumar Balasingam +1
In this paper, we consider the problem of state of charge estimation for rechargeable batteries. Coulomb counting is one of the traditional approaches to state of charge estimation…