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Comparative Reliability Analysis of a Microgrid versus Zonal Nanogrids

Comparative Reliability Analysis of a Microgrid versus Zonal...

引用

IEEE Energy Conversion Congress and Exposition, ECCE

作者： Gabrielle Smith Douglas L. Van Bossuyt Giovanna Oriti Mark Vygoder Richard Alves Systems Engineering Dept. Naval Postgraduate School Monterey CA USA Electrical and Computer Engineering Dept. Naval Postgraduate School Monterey CA USA Electrical Engineering Dept. University of Wisconsin Milwaukee Milwaukee WI USA

ISBN: (数字)9798350376067

ISBN: (纸本)9798350376074

Nanogrids are small-scale power distribution systems that can operate independently or integrated with the grid like microgrids. These nanogrids can interconnect in a network and have built-in redundancy. This paper investigates the potential of bringing zonal shipboard power ashore with zonal nanogrids to enhance energy reliability at industrial facilities which addresses the limitations of current microgrid systems and emergency backup generators. A reliability analysis is conducted by using the reliability block diagram method to compare microgrid and zonal nanogrid configurations with various control architectures to identify the most reliable solution. The two common types of control strategies are centralized and decentralized. The results indicate that decentralized zonal nanogrids offer higher reliability over a 14-day grid power outage. Furthermore, a sensitivity analysis is conducted to identify the most impactful component in the reliability of zonal nanogrids which is the power transmission lines and fiber optic cables.

关键词： Optical fibers Power transmission lines Sensitivity analysis Redundancy Power distribution Microgrids Reliability engineering Industrial facilities Generators Power system reliability

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Modelling of control System with Auto-Tuning Module in SimInTech

Modelling of Control System with Auto-Tuning Module in SimIn...

引用

International Conference on Information Technologies in engineering Education (Inforino)

作者： Elena Merzlikina Anastasiya Moiseeva dept. of Automated control systems for thermal processes Moscow Power Engineering Institute (National Research University) Moscow Russia

ISBN: (数字)9798350371369

ISBN: (纸本)9798350371376

This paper considers computer modelling of a single-loop linear control system with an auto-tuning module. A short review of the modelling software is given, the advantages of SimInTech are shown. The modelling is carried out in SimInTech using the tool called the package of project, that contains several projects which have a common data base containing all the variables. The control system under consideration, the control plant identification method and the project of the package are described. The control plant model is the second order transfer function with a time delay, the control algorithm is PID. An example for testing the package is given and analysed.

关键词： Reviews Computational modeling Thermal engineering Transfer functions Process control control systems Software

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QUBO Coefficient Dynamic Ratio Shrinking Method for Quantum Annealers

QUBO Coefficient Dynamic Ratio Shrinking Method for Quantum ...

引用

Quantum Computing and engineering (QCE), IEEE International Conference on

作者： Yuta Yachi Masashi Tawada Nozomu Togawa Dept. of Computer Science and Communications Engineering Waseda University Green Computing Systems Research Organization Waseda University

ISBN: (数字)9798331541378

ISBN: (纸本)9798331541385

Quantum annealers search for optimal solutions to a combinatorial optimization problem by solving a quadratic unconstrained binary optimization (QUBO) model. Due to integrated control errors (ICEs), input QUBO coefficients are temporarily erroneous while a quantum annealer is running. Previous studies indicate that ICEs prevent quantum annealer from accurately running to obtain an optimal solution. This paper proposes a new method for reducing the ICE-induced noise effect. After a QUBO is input to a quantum annealer, the range of the QUBO coefficients is scaled within the hardware limitation. At that time, if the range is too large, the lowest absolute value (LAV) and near-LAV coefficients of the QUBO become too much small after scaling and these small coefficients can be more sensitive to the noise. To reduce the noise effect, our proposed method shrinks the range of QUBO coefficients by splitting it into multiple QUBOs. In splitting, LAV and near-LAV coefficients are left only in one QUBO, and the other coefficients are equally split so that each QUBO has a shrunk range. Finally, comparing the (quasi- )optimal solutions obtained from all split QUBOs, we obtain a solution closer to the original optimal solution. Experimental evaluation results show that the proposed method obtains more near-optimal solutions than the QUBO input as-is for all benchmarks.

关键词： Annealing Noise Benchmark testing Quantum annealing Search problems Ice Hardware Optimization Centralized control

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MoFLeuR: Motion-based Federated Learning Gesture Recognition

MoFLeuR: Motion-based Federated Learning Gesture Recognition

引用

IEEE International Conference on Human-Machine systems

作者： S. Jamal Seyedmohammadi S. Mohammad Sheikholeslami Jamshid Abouei Arash Mohammadi Konstantinos N. Plataniotis Inst. of Information Systems Engineering Concordia University Montreal Canada Dept. of Electrical and computer Engineering University of Toronto Toronto Canada Dept. of Electrical Engineering Yazd University Yazd Iran

ISBN: (数字)9798350315790

ISBN: (纸本)9798350315806

Most of the recent works on Human Gesture Recognition (HGR) using motion data rely on gathering a dataset, that faces two major challenges: $a)$ the datasets are originally stored on the smart devices at the end-users, and gathering them in one place is not feasible due to communication limitations, and $b)$ clients are reluctant to share their private data with a central server due to privacy concerns. In this paper, we address these issues and propose a privacy-preserving framework based on Federated Learning (FL) for HGR using motion data. Furthermore, we consider data heterogeneity which have destructive effects on the performance of the global model. Accordingly, we propose a communication and computation-efficient client selection method, mitigating the impact of data heterogeneity in the FL process. In the proposed framework, clients are not requested to share sensitive information about their local datasets with the edge server. Simulation results show that the proposed MoFLeuR algorithm improves the performance of the global model in the presence of different degrees of data heterogeneity, and it outperforms the baseline algorithms in terms of different metrics, namely accuracy, convergence speed, and communication and computation efficiency.

关键词： Performance evaluation Federated learning Inertial sensors Computational modeling Simulation Human-machine systems Gesture recognition

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QoS Based Route Selection in Cellulr IP Networks Using PSO 4

QoS Based Route Selection in Cellulr IP Networks Using PSO

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4th International Youth Conference on Radio Electronics, Electrical and Power engineering, REEPE 2022

作者： Anbar, Mohammad Ahmad, Ali Mohammad, Dima Zakharov, Michail University of Tartous Dept. of Telecommunication Technology Engineering Tartous Syria Bauman Moscow State Technical University Informatics and Control Systems Department Moscow Russia

ISBN: (纸本)9781665414340

In this work, an algorithm for route discovery in Cellular IP networks using Particle Swarm Optimization (PSO), has been proposed. According to the proposed algorithm, out of many paths available from the gateway of the network to the final destination, the one that satisfies the desired QoS has been selected. Two important QoS parameters, path loss and processing time at the router (Base Station), have been considered. The experimental results for both the QoS parameters reveal efficacy of the proposed algorithm. © 2022 IEEE.

关键词： Particle swarm optimization (PSO)

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Evaluation of RF-EMF Exposure for sub-6GHz 5G NR Massive MIMO Base Station 6

Evaluation of RF-EMF Exposure for sub-6GHz 5G NR Massive MIM...

引用

6th IEEE International Symposium on Telecommunication Technologies, ISTT 2022

作者： Sali, Aduwati Wali, Sangin Qahtan Osman, Anwar Faizd Universiti Putra Malaysia Systems Engineering Faculty of Engineering WiPNET Research Centre Dept. of Computer and Communication Selangor Malaysia Pat Square Rohde & Schwarz Selangor Malaysia

ISBN: (数字)9781665489423

ISBN: (纸本)9781665489423

The 5G network is intended to accommodate a significant quantity of mobile data traffic and a great number of wireless connections. It improves cost and power consumption;it offers ultra-low latency and ultra-high dependability to enable new services in various sectors. However, the general public is concerned about the possible health dangers linked with 5G equipment's Radio Frequency (RF) radiation, and numerous localities are actively lobbying to prevent 5G implementation. This research measures the maximum exposure emitted by a 5G base station operating on 3.5 GHz. Considering the transmitted power changes over time with data traffic, the analysis is based on a code selective method. Measurements were conducted at two different distances and three different times to investigate the impacts of distance and time on the level of RF-EMF radiation. The maximum radiation from the base station is 11.69V/m, far less than the accepted limit by the ICNIRP standard. © 2022 IEEE.

关键词： Base stations

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Novel PM-Assisted Three-Layer Sub-Harmonic Synchronous Machine

Novel PM-Assisted Three-Layer Sub-Harmonic Synchronous Machi...

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International Review of Progress in Applied Computational Electromagnetics (ACES)

作者： S M Sajjad Hossain Rafin Qasim Ali Osama A. Mohammed Dept. of Electrical and Computer Engineering Energy Systems Research Laboratory Florida International University Miami Florida USA Dept. of Electrical Engineering Sukkur IBA University Sukkur Pakistan

ISBN: (数字)9781733509671

ISBN: (纸本)9798350362978

This paper presents a permanent magnet-assisted 3-layer sub-harmonic synchronous machine as a promising solution in the transportation sector. Through finite element analysis, the machine exhibits notable improvements over traditional machines, showcasing a 7.8% reduction in torque ripple and an 8.3% increase in average torque. Precise design parameters yield enhanced performance compared to five different synchronous machines. The incorporation of surface-mounted permanent magnets contributes to superior torque generation, making the machine a promising candidate for advancing in transportation applications.

关键词： Torque Windings Transportation Electromagnetic launching Motors Permanent magnets Topology

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Mitigating Non-linear DAC Glitches Using Dither in Closed-loop Nano-positioning Applications

Mitigating Non-linear DAC Glitches Using Dither in Closed-lo...

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American control Conference (ACC)

作者： Ahmad Faza John Leth Arnfinn A. Eielsen Dept. of Energy and Petroleum Engineering University of Stavanger Norway Dept. of Electronic Systems Automation & Control Aalborg University Denmark

Digital-to-analog conversion is essential in digital signal processing applications, including closed-loop control schemes. Noise and distortion in digital-to-analog converters result in reduced performance for high-precision mechatronics such as nano-positioning. Glitches are common in practical switched systems such as digital-to-analog converters; observed as an output disturbance. Due to the wide-bandwidth, impulse-like behavior, control law bandwidth is generally too low to provide adequate attenuation; deteriorating open and closed-loop performance. This article demonstrates how large-amplitude high-frequency periodic dither mitigates the effect of glitches in a nano-positioning system under closed-loop control. Simulations are performed using a model that includes significant non-linearities with a response fitted to an off-the-shelf commercial device, as well as using standard linear time-invariant models for other system components fitted to the responses of common, commercially available devices. The results highlight the significance of reconstruction filter design when applying dithering in this setting.

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Criterion for Sufficiently Large Dither Amplitude to Mitigate Non-linear Glitches

Criterion for Sufficiently Large Dither Amplitude to Mitigat...

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control Technology and Applications (CCTA),

作者： Ahmad Faza’ John Leth Arnfinn A. Eielsen Dept. of Energy and Petroleum Engineering University of Stavanger Norway Dept. of Electronic Systems Automation & Control Aalborg University Denmark

A model describing glitch disturbances is introduced and analysed. The model is used to find the response of glitch disturbances when adding a periodic dither to the input and applying low-pass filtering to the output. This averaged response is used to find a criterion to determine a sufficiently large dither amplitude that will make the averaged glitch disturbances appear as a constant on the output of the low-pass filter. An important resulting property is that the averaged response to glitch disturbances is independent of the model input. By fitting the model to the measured response of a common off-the-shelf digital-to-analogue converter, simulations are used to verify the analytical results.

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Non-zero Coefficients Removing Method to Improve the Ising Machine Solving Performance

Non-zero Coefficients Removing Method to Improve the Ising M...

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Quantum Computing and engineering (QCE), IEEE International Conference on

作者： Kinya Iwata Masashi Tawada Nozomu Togawa Dept. of Computer Science and Communications Engineering Waseda University Green Computing Systems Research Organization Waseda University

ISBN: (数字)9798331541378

ISBN: (纸本)9798331541385

The performance of an Ising machine in solving combinatorial optimization problems is significantly influenced by the energy landscape of an input quadratic unconstrained binary optimization (QUBO). Previous studies have shown that the number of non-zero terms in QUBO can control the energy landscape. In this paper, we propose a QUBO conversion method, which efficiently removes non-zero coefficient terms in QUBO to improve the solving performance of Ising machines. Our pro-posed method uses the removal ratio parameter, which defines the amount of removed non-zero terms, and efficiently removes the non-zero coefficient terms in QUBO. We confirm the effectiveness of the proposed method compared to the conventional method using the capacitated vehicle routing problem (CVRP) on an Ising machine. Experimental results demonstrate that our proposed method improves the path length in CVRP up to 17% compared to the conventional method.

关键词： Quantum computing Vehicle routing Optimization

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