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检索条件"机构=Elec.& Comp. Engineering Department"

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Robust Digital Pre-Distortion Parameter Estimation with Interpretable Feature Selection

Robust Digital Pre-Distortion Parameter Estimation with Inte...

引用

2025 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications, PAWR 2025

作者： Ribeiro, Jonathan G. Bogrekci, Rana Colgan, Aidan Codd, Michael Ren, Zhilin Jiang, Yiyue Byrne, Declan Leeser, Miriam Dooley, John Maynooth University Department of Electronic Engineering Maynooth Ireland Northeastern University Dept. of Elec. and Comp. Eng Boston United States

ISBN: (纸本)9798331507275

Batch estimation using Least Squares (LS) is commonly used to calculate DPD coefficients. However, non-orthogonal polynomial-based structures in DPD lead to multicollinearity, causing ill conditioning in coefficient calculation. This paper introduces an improved Ridge Regression technique for digital pre-distortion (DPD) parameter reduction. Using Ridge Leverage, we identify DPD basis functions with minimal impact on linearization performance, achieving a 39% reduction in DPD coefficients. © 2025 IEEE.

关键词： Feature Selection

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Design of Silicon Photonic Mode-Sensitive Thermo-Optic Phase Shifter based on Subwavelength Grating Structures

Design of Silicon Photonic Mode-Sensitive Thermo-Optic Phase...

引用

2022 IEEE Photonics Conference, IPC 2022

作者： Mojaver, Kaveh Hassan Rahbardar Zhang, Guowu Liboiron-Ladouceur, Odile McGill University Department of Elec. and Comp. Engineering Montreal Canada

ISBN: (数字)9781665434874

ISBN: (纸本)9781665434874

We present a mode sensitive thermo-optic phase shifter for applications in multi-transverse-mode optical processors and mode division multiplexing systems. The design is based on subwavelength grating structures offering 2.2 times differential thermo-optic coefficient between the first two transverse electric (TE) modes. © 2022 IEEE.

关键词： Silicon photonics

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XAI-based DoS Attack Detection Framework for Reliable Energy Distribution in Smart Grid Systems 3

XAI-based DoS Attack Detection Framework for Reliable Energy...

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3rd International Conference on Intelligent Data Communication Technologies and Internet of Things, IDCIoT 2025

作者： Upadhyay, Riya Patel, Prachita Pathak, Lakshit Shah, Khushi Gupta, Rajesh Tanwar, Sudeep Bhardwaj, Geetika Department of Elec. & Comm. Engg. Institute of Technology Nirma University Ahmedabad India Department of Comp. Sci. & Engg. Institute of Technology Nirma University Ahmedabad India Department of Comp. Sci. & Engg. Guru Nanak Dev Engineering College Punjab Ludhiana India

ISBN: (纸本)9798331527549

The integration of smart grids has enabled the energy management systems to improve its reliability further and its usefulness alongside resources with an improvement in speed and efficiency level. The growing interconnectivity is, however, paying back with threats from cyberspace, particularly the Denial of Service, which could have devastating repercussions on a global scale with the potential of jeopardizing energy distribution. In this paper, we introduce the xMachine Learning (Explainable-ML) - where Denial of Service (DoS) attacks are monitored in a smart grid context. This framework employs some of the most commonly used machine learning models such as Gradient Boosting Machine (GBM), K-nearest Neighbor (KNN), Naive Bayes (NB), and Random Forest (RF) towards comp.ehensively tracking and categorizing as legitimate or illegitimate requests the volume of traffic on its network. The maximum accuracy of the GBM algorithm stands at 0.9021, thereby assisting in mitigating or, better still, responding to attack threats in the energy distribution network. We have also employed Explainable-AI (XAI) techniques of SHAP and LIME in our models to provide an element of interpretability and absence of ambiguity in the decisions made by the models. This is a trust booster among grid operators, as these models readily explain performance metrics like accuracy, precision, recall, F1-score, and ROC curves, thus supporting our framework as a plausible approach towards enhancing security and integrity. © 2025 IEEE.

关键词： Smart power grids

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A Survey of Renewable Energy Approaches in Cloud Data Centers 8

A Survey of Renewable Energy Approaches in Cloud Data Center...

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8th International Conference on Technology and Energy Management, ICTEM 2023

作者： Ghazanfari-Rad, Saeed Ebneyousef, Sepideh AleTaha University CEO and Founder of Vira Cloud Inc Dep. of Elec. and Comp. Engineering Tehran Iran AleTaha University Department of Electrical and Computer Engineering Tehran Iran

ISBN: (纸本)9781665452854

The increasing demand for cloud comp.ting and cloud storage services in recent years have caused the unprecedented growth of data centers in the world. As the main consumers of energy, these growing data centers spend a lot of money on their power consumption every year. One of the most important consequences of the power production process is the increase in environmental pollution and greenhouse gas emissions. The power sector which is dependent on fossil fuels, is one of the main sources of carbon dioxide emissions in the world and plays a significant role in increasing greenhouse gas emissions which contribute to global warming and accelerated climate change. Therefore, the problem of enhancing and transforming the process of generation and consumption of energy in data centers and utilizing energy-efficient technologies has become more important. To overcome this problem, it is essential to integrate renewable energy as a clean source of energy, inexhaustible and always available, into data centers. In this article, we provide a taxonomy of the literature on methods of production, utilization, forecasting, and management of renewable energy integration into data centers. We discuss research challenges and open issues for future work to facilitate current and future researchers to work on the research problems in the field of renewable energy utilization in cloud data centers. © 2023 IEEE.

关键词： Cloud comp.ting

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How Green Are electric Vehicles in Developing Countries? 60

How Green Are Electric Vehicles in Developing Countries?

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60th IEEE/IAS Industrial and Commercial Power Systems Technical Conference, I and CPS 2024

作者： Ayaz, Muhammad Ashar Ehsani, Mehrdad Rahman, Syed Khan, Irfan Su, Chun-Lien Texas A&m University Dept. of Elec. & Comp. Engr. College StationTX77840 United States National Kaohsiung University of Science & Technology Department of Electrical Engineering Taiwan

ISBN: (纸本)9798350345308

This paper addresses the urgent challenges of escalating global warming, rapid ozone layer depletion, and persistent greenhouse gas (GHG) emissions exacerbated by nations' reluctance to limit industrial emissions for economic growth. This has prompted a global shift towards exploring alternative strategies for pollution mitigation, including transitioning from conventional power generation to sustainable energy resources and a move from gasoline-based transportation to electric vehicles (EVs). Particularly critical is the question of whether this transition genuinely yields environmental benefits, or if it potentially exacerbates existing challenges, especially in underdeveloped or developing countries heavily reliant on fossil fuel-generated electricity. The paper presents a concise comp.rative analysis between electric Vehicles (EVs) and Internal Combustion Engine Vehicles (ICEVs), examining GHG emissions throughout their lifetimes, during manufacturing, and in terms of fuel consumption. Additionally, it explores the energy mix of developing countries comp.red to the global scenario, presenting results for the comp.rison between ICEVs and EVs using electricity from coal, gas, nuclear, and a balanced energy mix-dominated power system. The study identifies opportunities for improvement in EV adoption and emission mitigation strategies, offering valuable insights into sustainable practices and environmental conservation. © 2024 IEEE.

关键词： Gasoline

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FAST Design Methodology for Swift XR Prototyping: An Interior Design System Example

FAST Design Methodology for Swift XR Prototyping: An Interio...

引用

2024 IEEE International Symposium on Emerging Metaverse, ISEMV 2024

作者： Tadeja, Slawomir K. Filipowski, Andrzej Frankowski, Marek Igras-Cybulska, Magdalena Bohne, Thomas Kristensson, Per Ola University of Cambridge Department of Engineering Cambridge United Kingdom AGH University of Krakow Faculty of Comp. Sci. Elec. and Telecom. Kraków Poland Independent Researcher Kraków Poland

ISBN: (纸本)9798350356052

Despite rapid growth in extended reality (XR) interfaces, there is still a need for tools enabling swift and rapid prototyping of XR experiences while at the same time lowering entry barriers for developers and designers. In this paper we explore the use of the Functional Analysis Systems Technique (FAST) design method for XR prototyping. It is a well-established and flexible design engineering methodology that we have successfully used in the past to develop a diverse portfolio of XR systems and prototypes. We present this technique using an immersive VR-based interior design system as an example. We detail the analysis of user requirements and the structuring of system functionalities through FAST, and demonstrate how FAST enables early identification and resolution of potential issues. © 2024 IEEE.

关键词： Architectural design

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Modeling and Control an A/DT Served by an ACPS based on SCADA, Industry 4.0 and 5.0 28

Modeling and Control an A/DT Served by an ACPS based on SCAD...

引用

28th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2023

作者： Filipescu, Adrian Cernega, Daniela Solea, Razvan Filipescu, Adriana Minca, Eugenia Ionescu, Dan Simion, Georgian Dunarea de Jos University of Galati Department of Automation and Electrical Engineering Galati Romania Valahia University of Targoviste Dep. of Aut. Comp. Sci. and Elec. Eng. Targoviste Romania

ISBN: (纸本)9798350339918

Modeling, monitoring and control of a multilevel architecture for an assembly/disassembly technology (A/DT) assisted by an autonomous cyber-physical system (ACPS). The hardware architecture consists of six workstations (6-WS), A/D mechatronics line (A/DML) connected to an A/D flexible cell (A/DFC) equipped with a 6-DOF industrial robotic manipulator (IRM). ACPS has in its structure two driving wheels and one free wheel (2DW/1FW)-wheeled mobile robot (WMR) equipped with a 7-DOF robotic manipulator (RM). A mobile visual servoing system (MVSS) is mounted on the end effector of the RM. A/DT assembles two different workpieces (WP1 and WP2), while disassembly only covers products that do not meet the quality test and comp.nent recovery through ACPS. ACPS takes the comp.nents from the disassembly locations and stores them in the appropriate warehouses for reuse. Synchronized Petri nets (SPN), for assembly, and synchronized hybrid Petri nets (SHPN), for disassembly, are used for modeling and simulation. Discrete-time trajectory-tracking sliding-mode control (DT-TTSMC), for WMR displacement, inverse kinematic (IKC) for 7-DOF RM control, and image moments for MVSS positioning are used to control ACPS subsystems. The design of the A/DT served by ACPS, was subordinated to the concept of Digital twin, by integrating, interfacing and synchronizing the simulation results of the SPN and SHPN models, with real-time management in a supervisory control and data acquisition (SCADA) system located on a Remote PC (RPC). The design and real-time control of A/DT served by ACPS were made in the vision of Industry 4.0 and Industry 5.0. © 2023 IEEE.

关键词： Visual servoing

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Digital Twin Based a Processing Technology Assisted by a MCPRS, Ready for Industry 5.0 27

Digital Twin Based a Processing Technology Assisted by a MCP...

引用

27th International Conference on System Theory, Control and comp.ting, ICSTCC 2023

作者： Filipescu, Adrian Minca, Eugenia Cernega, Daniela Solea, Razvan Filipescu, Adriana Simion, Georgian Ionescu, Dan Department of Automation and Electrical Engineering "Dunarea de Jos" University of Galati Galati Romania Dep. of Aut. Comp. Sci. and Elec. Eng. "Valahia" University of Targoviste Targoviste Romania

ISBN: (纸本)9798350337983

This paper deals with digital twin (DT) approach for a processing technology (PT) running on a mechatronic processing system (MPS) assisted by a mobile cyber-physical robotic system (MCPRS). The hardware architecture consists of the MPS, four workstation (WS), line-shaped, and MCPRS. MCPRS has in its structure a wheeled mobile robot (WMR) equipped with robotic manipulator (RM) having on the end effector a mobile visual servoing system MVSS). The workpiece (WP) is moved along the four stations for processing, and at the end, if it does not pass the primary quality test (PQT), it is picked up by the MCPRS, transported to the first station for reprocessing or scrapping. If the WP does not pass the second quality test (SQT), then it is stored as scrapped. WP that passes the SQT, through the same processing operations, will be brought to the quality standard. Thus, the WP will go through the MPS twice, for processing/reprocessing (P/R). The virtual world that serves as the subsystems of MCPRS. Additionally, the virtual world includes hybrid modeling with synchronized hybrid Petri nets (SHPN), simulation of the SHPN models, modeling of the MVSS, and simulation of the discrete-time trajectory-tracking sliding-mode control (DT-TTSMC) of MCPRS. The real world, corresponding to the virtual world, consists of communication, synchronization and control of the MPS and MCPRS's subsystems (WMR, RM and MVSS), the graphical user interface (GUI) and a supervisory control and data acquisition (SCADA) system, implemented on a remote PC. © 2023 IEEE.

关键词： Mobile robots

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Position Sensorless Estimation for Surface Permanent Magnet Synchronous Motors Using Eddy Currents with Loads at a Low speed 6

Position Sensorless Estimation for Surface Permanent Magnet ...

引用

6th International Future Energy electronics Conference, IFEEC 2023

作者： Miki, Yuki Tomita, Mutuwo Hasegawa, Masaru Doki, Shinji Gifu College Dept. of Elec. and Comp. Eng. Natl. Inst. of Tech. Gifu Motosu Japan Chubu University Department of Electrical Engineering AICHI Kasugai Japan Nagoya University Department of Information and Communication Engineering Nagoya Japan

ISBN: (纸本)9798350339888

Position sensorless control of surface permanent magnet synchronous motors (SPMSMs) in low-speed regions is challenging because the motor has no magnetic saliency. Several methods using the block commutation drive technique to overcome this problem have been proposed;however, the rotor position is estimated only every 60° owing to the features of the block commutation drive method. Therefore, in this study, we proposed a novel sensorless rotor position estimation method by pasting the conductive nonmagnetic materials on the rotor. When high-frequency voltage is applied, eddy currents flow through the materials and the inductance slightly changes depending on the rotor position. In this study, estimating the continual rotor position from 0° to 360°, in which the sinusoidal vector control commutation is necessary rather than the block commutation drive method, was realized using these inductance changes. Based on the experimental results, we found that the rotor position could be continually estimated from 0 to 360°, which is necessary for sinusoidal vector commutation for an SPMSM with a position estimation error of approximately 6°, although the rotor velocity was low at 1.59 % of the rated velocity and 12 % of the rated load was applied. © 2023 IEEE.

关键词： Inductance

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Robust Digital Pre-Distortion Parameter Estimation with Interpretable Feature Selection

Robust Digital Pre-Distortion Parameter Estimation with Inte...

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IEEE Topical Conference on Power Amplifiers for Wireless and Radio Applications (PAWR)

作者： Jonathan G. Ribeiro Rana Bogrekci Aidan Colgan Michael Codd Zhilin Ren Yiyue Jiang Declan Byrne Miriam Leeser John Dooley Department of Electronic Engineering Maynooth University Maynooth Ireland Dept. of Elec. and Comp. Eng Northeastern University Boston USA

ISBN: (数字)9798331507275

ISBN: (纸本)9798331507282

关键词： Wireless communication Measurement Parameter estimation Accuracy Power amplifiers Estimation Feature extraction

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