Browsing International Conference "Electrical, Electronic and Information Sciences“ (eStream) by Faculty "Elektronikos fakultetas / Faculty of Electronics"
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Adaptive Methods for Kernel Initialization of Convolutional Neural Network Model Applied to Plant Disease Classification
(2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)Convolutional Neural Networks are instrumental in artificial intelligence, especially in image processing, where their ability to autonomously learn hierarchical features has led to significant breakthroughs. However, the ... -
Advanced Battery Management for Electric Vehicles: A Deep Dive into Estimation Techniques Based on Deep Learning for the State of Health and State of Charge of Lithium-Ion Batteries
(2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)The precision of state of charge (SoC) prediction prediction of the SoC is necessary to avoid deep discharging and remains an important challenge in the field of electric vehicles and overcharging, which can damage batteries ... -
Application Recognition Based on Bit-Stream Shape in Mobile Networks
(2022 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 21, 2022, Vilnius, Lithuania, 2022)For mobile network operators, it is important to know the service used by their clients for multiple reasons such as Quality of Service guarantee, throttling, prioritization of traffic, or differentiated pricing. The first ... -
Comparative Analysis of High-voltage High-frequency Pulse Generator Architectures for Pockels Cells
(2025 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 24, 2025, Vilnius, Lithuania, 2025)Pockels cells are driven by high-frequency, high-voltage pulses and can be considered as capacitive loads. The capacitive nature of the load affects the rise and fall times of the pulses. To properly drive a Pockels cell, ... -
Compensated Stepped Microstrip Lines: A Novel Approach for Impedance Discontinuity Mitigation
(2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)Modern electronic devices operate at frequencies where interconnects function as transmission lines, necessitating meticulous management of characteristic impedance (Z0) to avert signal degradation and power losses. This ... -
Design and Analysis of a Wide Input Voltage Range Low-Dropout Regulator in TSMC 180nm BCD Technology
(2025 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 24, 2025, Vilnius, Lithuania, 2025)This paper presents the design and simulation of a low-dropout (LDO) linear voltage regulator intended for integration in high-voltage DC-DC converter systems. Implemented in a 180 nm BCD CMOS process, the proposed LDO ... -
Design of a Functional Observer for Fuzzy Delayed Systems with Unknown Input
(2022 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 21, 2022, Vilnius, Lithuania, 2022)This study focuses on the design of observers with unknown inputs for delayed systems represented by Takagi-Sugeno (T-S) in continuous time. When the unknown inputs are included in the state and output equations, and the ... -
Electromagnetic Interferences Resistant PI/I Controller for Electrical Energy Converters
(2023 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 27, 2023, Vilnius, Lithuania, 2023)The paper proposes a controller that consists of a combination of Proportional-Integral (PI) and Integral (I) controllers to increase the resistance of the feedback control system to the electromagnetic interferences. Such ... -
Empowering Industrial Energy Management: Advancing Short-Term Load Forecasting with LSTM and CNN Deep Learning Models - Insights from a Moroccan Case Study
(2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)Self-consumption of electricity plays an important role in the energy transition and using green, sustainable energy sources for industrial self-sufficiency and electricity bills, meeting part of their own energy needs and ...