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High-Level Energy Estimation for ARM-Based SOCs
2004In recent years, power consumption has become a critical concern for many VLSI systems. Whereas several case studies demonstrate that technology-, layout-, and gate-level techniques offer power savings of a factor of two or less, architecture and system-level optimization can often result in orders of magnitude lower power consumption.
Dan Crisu +3 more
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A single-point EIS measurement for SOC estimation of supercapacitor
2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)A proper estimation of the state of charge (SOC) of an energy storage device plays a vital role in the efficient management of the battery system. In this research article, the SOC of a cylindrical hybrid supercapacitor (4000F, 4.2V) has been accurately estimated using a gaussian process regression (GPR) model and a post processing unit.
Bianchi V. +5 more
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SOC estimation of rechargeable batteries
2015Master of Science (Power Engineering)
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Survey on Fast Charging with SoC Estimation
2022 3rd International Conference on Smart Electronics and Communication (ICOSEC), 2022C R Amrutha Varshini +5 more
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2022 International Conference on Electronics and Renewable Systems (ICEARS), 2022
Uma Ravi Sankar Yalavarthy +1 more
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Uma Ravi Sankar Yalavarthy +1 more
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SOC estimation of Li-ion battery using convolutional neural network with U-Net architecture
Energy, 2022Xinyuan Fan +2 more
exaly
Machine Learning for SOC Estimation in Li-Ion Batteries
State of Charge estimation is very important to deliver essential information about battery charge and aging level of Li-ion batteries in Electric Vehicles. This paper applies the Deep Leaning and Machine Learning approaches comparing decision tree and Long Short-Term Memory for estimating the State of Charge.Di Dio R. +3 more
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