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A Cooperative SWIPT-Hybrid-NOMA Pairing Scheme considering SIC imperfection for THz Communications 考虑SIC缺陷的太赫兹通信swift - hybrid - noma协作配对方案
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815677
Haider W. Oleiwi, N. Saeed, H. Al-Raweshidy
Almost all the sixth-generation (6G) non-orthogonal multiple access (NOMA)-based research assumes a perfect successive interference cancelation (SIC) when it comes to system analysis or planning; this assumption should be supported by advanced schemes that consider the suggested technologies and THz characteristics. The work in this paper proposes an optimized two-user pairing scheme where simultaneous wireless information and power transfer (SWIPT) is adopted with cooperative hybrid-NOMA (H-NOMA) in terahertz (THz) considering SIC imperfection. The aim is to improve the overall performance of wireless THz communication networks including wireless connectivity, resource management, scalability, and user fairness. Hence, thorough studies for a number of SWIPT-NOMA schemes were presented alongside a selection of the best H-NOMA pairing strategy for the served users. We investigated system performance according to SIC manipulation to develop a proper SWIPT-based simplified system. The results showed a remarkable improvement in energy efficiency and spectral efficiency compared to conventional work (NOMA and OMA time division multiple access (TDMA)) by 75%. This promising proposal has a positive impact on reducing system hardware, complexity, and cost while improving signal detection, diversity, and reliability, without the need for complicated techniques such as multiple-input multiple-output (MIMO).
几乎所有基于第六代(6G)非正交多址(NOMA)的研究在系统分析或规划时都假设了完美的连续干扰消除(SIC);这一假设应得到考虑到所建议的技术和太赫兹特性的先进方案的支持。本文提出了一种优化的双用户配对方案,该方案采用同步无线信息和功率传输(SWIPT)和太赫兹(THz)协同混合noma (H-NOMA),考虑了SIC的缺陷。其目的是提高无线太赫兹通信网络的整体性能,包括无线连接、资源管理、可扩展性和用户公平性。因此,对多个swift - noma方案进行了深入研究,并为服务用户选择了最佳的H-NOMA配对策略。为了开发一个合适的基于swipt的简化系统,我们根据SIC操作对系统性能进行了研究。结果表明,与传统工作(NOMA和OMA时分多址(TDMA))相比,能量效率和频谱效率显着提高了75%。这一有希望的提议对减少系统硬件、复杂性和成本,同时提高信号检测、分集和可靠性有积极的影响,而不需要复杂的技术,如多输入多输出(MIMO)。
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引用次数: 6
Digital Twin Architecture for Mining Industry: Case Study of a Stacker Machine in an Experimental Open-Pit Mine 面向采矿业的数字孪生体系结构——以某实验露天矿堆垛机为例
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815618
Nabil Elbazi, Mustapha Mabrouki, Ahmed Chebak, FatimaEzzahrae Hammouch
Digitalization in mining industry has become an important component nowadays in order to improve the productivity, the efficiency while increasing the availability of machines and different equipment The use of digital twin as a feature in mining industry has shown promising results to deal with its multiple challenges such as maintenance, production, energy consumption. In this paper, a comparative study is presented of developed digital twins in different applications such as energy management, manufacturing, industrial and campus, the goal is to design a conceptual architecture of a proposed digital twin within presenting a case study of a stacker machine in the experimental open pit mine of Benguerir. This design presented by 4 layers: physical, Data pre-processing, Edge computing, and cloud data, the goal is to work on interactions between these layers to enhance the performance of different mining machines. The case study elucidates a practical result on Stacker machine used in mining industry simulating the mechanism and the automatism of this system. This developed digital twin will be used to simulate critical scenarios and see the behavior of the stacker components in order to optimize the usage of this machine increasing its availability and reliability.
为了提高采矿业的生产力、效率,同时增加机器和不同设备的可用性,数字化已成为当今采矿业的重要组成部分,数字孪生作为采矿业的一个特征,在应对其维护、生产、能源消耗等多重挑战方面显示出良好的效果。本文对已开发的数字孪生体在能源管理、制造、工业和校园等不同应用中的应用进行了比较研究,目的是设计一个拟议的数字孪生体的概念架构,并以Benguerir实验露天矿中的堆高机为例进行了研究。该设计由物理层、数据预处理层、边缘计算层和云数据层组成,目标是研究这些层之间的交互,以提高不同矿机的性能。通过对矿山堆垛机的实例研究,对该系统的机理和自动化程度进行了仿真。该开发的数字孪生将用于模拟关键场景,并查看堆叠组件的行为,以优化该机器的使用,提高其可用性和可靠性。
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引用次数: 6
Design and Implementation of New Battery Monitoring System for Photovoltaic Application 新型光伏电池监测系统的设计与实现
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815759
Asseel Noori Talib, K. Hafeez, M. Mnati, Shahid A. Khan
Solar photovoltaic (PV) energy is one of the most well-known sustainable energy sources, accounting for a larger part of renewable energy generation. Monitoring systems have received a lot of attention in terms of performance development as the demand for solar energy has expanded considerably over the previous few decades. The solar monitoring system's battery has been connected to a wireless platform, allowing data to be collected wirelessly from various nodes and sensors. However, several challenges, including large data management, long-distance data transfer, signal interference, and security, may limit the usefulness of solar PV monitoring. Therefore, This paper develops and implements a modern system for monitoring the battery activity of photovoltaic systems, this will leverage modern communication technologies to transfer data across large distances at the lowest possible cost and with the longest possible battery life. Because of its low power consumption and ability to communicate across vast distances, this technology is known as LoRa (Long Range) communication. This research article provides a flexible, stable, and secure strategy for monitoring utilizing sensor networks and IoT technologies in PV systems that Access to control over PV systems located in remote places, his technology aids in defect detection, maintenance, and the collection of generation and performance data for the study.
太阳能光伏(PV)能源是最知名的可持续能源之一,在可再生能源发电中占较大比重。由于对太阳能的需求在过去几十年中大大扩大,监测系统在性能发展方面受到了很多关注。太阳能监测系统的电池已经连接到一个无线平台,允许从各个节点和传感器无线收集数据。然而,包括大数据管理、远距离数据传输、信号干扰和安全性在内的一些挑战可能会限制太阳能光伏监测的实用性。因此,本文开发并实现了一个用于监测光伏系统电池活动的现代系统,这将利用现代通信技术以尽可能低的成本和尽可能长的电池寿命远距离传输数据。由于其低功耗和远距离通信的能力,这种技术被称为LoRa(远程)通信。这篇研究文章提供了一种灵活、稳定和安全的监控策略,利用传感器网络和物联网技术在光伏系统中对位于偏远地区的光伏系统进行控制,他的技术有助于缺陷检测、维护以及为研究收集发电和性能数据。
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引用次数: 0
Active Disturbance Rejection Control of Nuclear Pressurized Water Reactor for Power Generation 核电压水堆发电用自抗扰控制
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815709
S. Ahmad, K. Abdulraheem, Andrei Olegovich Tolokonsky, Hafiz Ahmed
Control design for pressurized water reactor (PWR) is difficult due to associated non-linearity, modelling uncertainties and time-varying system parameters. Extended state observer (ESO) based active disturbance rejection control (ADRC) presents a simple and robust control solution which is almost model free and has few tuning parameters. However, conventional ESO suffers from noise over-amplification in the obtained estimates due to high-gain construction which in turn degrades the noise sensitivity of the closed-loop system and limits the achievable dynamic performance in practical scenarios. To overcome this problem, two recent techniques namely cascade ESO (CESO) and low-power higher-order ESO (LHESO) are implemented for control of PWR. Simulation analysis conducted in MATLAB illustrates the performance improvement obtained over conventional ESO based ADRC. Extensive simulation analysis is also conducted to investigate robustness towards parametric uncertainties.
由于压水堆系统的非线性、建模不确定性和系统参数的时变,压水堆的控制设计非常困难。基于扩展状态观测器(ESO)的自抗扰控制(ADRC)提供了一种简单、鲁棒的控制方案,该方案几乎不受模型约束,且只需要很少的可调参数。然而,传统的ESO由于高增益结构,在得到的估计中存在噪声过度放大的问题,这反过来降低了闭环系统的噪声灵敏度,限制了实际情况下可实现的动态性能。为了克服这一问题,采用了级联ESO (CESO)和低功率高阶ESO (LHESO)两种新技术来控制压水堆。在MATLAB中进行的仿真分析表明,与传统的基于ESO的自抗扰控制器相比,该方法的性能得到了改善。还进行了广泛的仿真分析,以研究对参数不确定性的鲁棒性。
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引用次数: 2
DC Charging Architecture Enabled Power Transfer using Vehicle-to-Grid Technology 使用车辆到电网技术的直流充电架构支持电力传输
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815735
M. D'costa, Bhakti W, R. Pathak, Siddhesh P, A. Sheikh
Recent growth in Electric vehicles (EV) has led to EV batteries being seen as potential energy storage devices and power sources with the advent of vehicle-to-grid (V2G) and grid-to-vehicle (G2V) technology. EV batteries can aid in improving overall efficiency of the system. The paper proposes a V2G/G2V model which consists of a bi-directional grid connected converter, off-board chargers, EV batteries, and filters utilising standard DC charging for effective power sharing, control, and regulation. The control of the chargers decides the priority of the source based on the set threshold level and subsequently integrates with the circuit. The converter processes the signals without external interference like communication links. The V2G/G2V concept is designed, modelled, and visualized in MATLAB/Simulink, and the various results indicate the potential for better energy utilization and energy trade between individual players.
随着车辆到电网(V2G)和电网到车辆(G2V)技术的出现,电动汽车(EV)的近期增长导致电动汽车电池被视为潜在的能量存储设备和电源。电动汽车电池可以帮助提高系统的整体效率。本文提出了一种V2G/G2V模型,该模型由双向并网转换器、车载充电器、电动汽车电池和利用标准直流充电的滤波器组成,以实现有效的功率共享、控制和调节。充电器的控制根据设定的阈值水平决定源的优先级,随后与电路集成。转换器处理信号时不受通信链路等外部干扰。在MATLAB/Simulink中对V2G/G2V概念进行了设计、建模和可视化,各种结果表明了个体参与者之间更好的能源利用和能源交易的潜力。
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引用次数: 0
Impact of Cyber-attacks on EV Charging Coordination: The Case of Single Point of Failure 网络攻击对电动汽车充电协调的影响:以单点故障为例
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815727
Erdem Gumrukcu, Alizadeh Arsalan, G. Muriithi, Charukeshi Joglekar, Ahmed Aboulebdeh, M. Alparslan Zehir, B. Papari, A. Monti
Expanding adoption of electric vehicles (EVs) and broad deployment of charging stations push the limits of distribution grid infrastructure and increase the importance of effective charging coordination. Smart EV chargers with several functionalities and charging coordination solutions that can manage the charging sessions of hundreds of EVs are becoming common, with the increasing risk of triggering significant operational problems in case of cyberattacks. The information exchange between the charging coordinator, distribution network operator, and users is essential in the scheduling of a large number of charging sessions, relying on customer preferences, without violating operational grid constraints. Both the user mobile apps used for charging session reservations and DSO-charging coordinator interfaces are vulnerable to cyberattacks which may cause considerable technical and economic consequences. An important concern is the potential impacts of attacks when a single node or communication link is compromised. This study investigates the impacts of false data injection (FDI) and hijacking attacks on EV charging coordination in case of a single point of failure. Hijacking of one user’s mobile app and FDI attack on the DSO-charging coordinator interface are investigated by simulating a 24-hour scenario with 12 chargers, 34 realistic charging sessions, and an EV charging coordination approach based on each session’s tolerance to delays. The study highlighted considerable negative impacts that could be encountered in case of a single point of failure in EV charging coordination.
电动汽车(ev)的广泛采用和充电站的广泛部署推动了配电网基础设施的极限,并增加了有效充电协调的重要性。具有多种功能的智能电动汽车充电器和充电协调解决方案正变得越来越普遍,这些解决方案可以管理数百辆电动汽车的充电过程,在网络攻击的情况下引发重大操作问题的风险越来越大。充电协调器、配电网运营商和用户之间的信息交换在大量充电时段的调度中至关重要,这些时段依赖于客户的偏好,而不违反运营电网的约束。用于计费会话预订的用户移动应用程序和dso计费协调器接口都容易受到网络攻击,这可能导致相当大的技术和经济后果。一个重要的问题是,当单个节点或通信链路被破坏时,攻击的潜在影响。研究了单点故障情况下,虚假数据注入和劫持攻击对电动汽车充电协调的影响。通过模拟24小时12个充电器、34个真实充电时段以及基于每个时段的延迟容忍度的电动汽车充电协调方法,研究了劫持用户移动应用和对dso -充电协调器接口的FDI攻击。该研究强调,如果电动汽车充电协调出现单点故障,可能会产生相当大的负面影响。
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引用次数: 10
Configuration of the Actor and Critic Network of the Deep Reinforcement Learning controller for Multi-Energy Storage System 多储能系统深度强化学习控制器的Actor和Critic网络配置
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815793
Paula Paramo-Balsa, Jose Luis, Rueda Torres, F. Gonzalez-Longatt, P. Palensky, M. Acosta, F. Sanchez, J. Roldan-Fernandez, M. Burgos-Payán
The computational burden and the time required to train a deep reinforcement learning (DRL) can be appreciable, especially for the particular case of a DRL control used for frequency control of multi-electrical energy storage (MEESS). This paper presents an assessment of four training configurations of the actor and critic network to determine the configuration training that produces the lower computational time, considering the specific case of frequency control of MEESS. The training configuration cases are defined considering two processing units: CPU and GPU and are evaluated considering serial and parallel computing using MATLAB® 2020b Parallel Computing Toolbox. The agent used for this assessment is the Deep Deterministic Policy Gradient (DDPG) agent. The environment represents the dynamic model to provide enhanced frequency response to the power system by controlling the state of charge of energy storage systems. Simulation results demonstrated that the best configuration to reduce the computational time is training both actor and critic network on CPU using parallel computing.
训练深度强化学习(DRL)所需的计算负担和时间可能是可观的,特别是对于用于多电能存储(MEESS)频率控制的DRL控制的特殊情况。考虑到MEESS频率控制的具体情况,本文对行动者和评论家网络的四种训练配置进行了评估,以确定产生较低计算时间的配置训练。考虑CPU和GPU两个处理单元定义训练配置案例,并使用MATLAB®2020b并行计算工具箱考虑串行和并行计算进行评估。用于此评估的代理是深度确定性策略梯度(DDPG)代理。环境代表动态模型,通过控制储能系统的充电状态为电力系统提供增强的频率响应。仿真结果表明,减少计算时间的最佳配置是使用并行计算在CPU上同时训练参与者和评论家网络。
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引用次数: 0
Masked Symmetric Key Encrypted Verification Codes for Secure Authentication in Smart Grid Networks 面向智能电网安全认证的掩码对称密钥加密验证码
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815718
V. O. Nyangaresi
Although many smart grid authentication protocols have been presented in literature, majority of them remain susceptible to numerous attacks. In addition, some of these protocols are based on computationally intensive cryptographic primitives, which render them inefficient. To address some of these challenges, a protocol based on masked symmetric key encrypted verification codes is presented in this paper. The security analysis carried out shows that this protocol provides message confidentiality, unlinkability, and traceability for malicious network entities. It is also resilient against side-channel and forgery attacks. In terms of efficiency, limited numbers of elliptic curve multiplication and one way-hashing operations are executed during mutual authentication, message signing and verification. As such, this protocol exhibits the least computation and communication complexities in comparison with its peers.
尽管文献中已经提出了许多智能电网身份验证协议,但大多数协议仍然容易受到大量攻击。此外,其中一些协议基于计算密集型的加密原语,这使得它们效率低下。为了解决这些问题,本文提出了一种基于掩码对称密钥加密验证码的协议。安全性分析表明,该协议为恶意网络实体提供了消息保密性、不可链接性和可追溯性。它还具有抗侧信道和伪造攻击的弹性。在效率方面,在相互认证、消息签名和验证期间执行有限数量的椭圆曲线乘法和单向哈希操作。因此,与同类协议相比,该协议具有最少的计算和通信复杂性。
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引用次数: 7
Decision Model and Application of Electric Vehicle Charger Installation to Distribution Transformers 配电变压器电动汽车充电器安装决策模型及应用
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815806
Huseyin Tufan Gungor, Gokturk Poyrazoglu
It is very evident that the number of electric vehicles worldwide will increase and that the dominant mobility concept in the future will be at the center of EVs. As a requirement of e-mobility, EVs should be rechargeable anywhere and in any situation, and this will increase EV-based electrification. The effects of EV charging stations on the grid are very important in the increasing electricity demand level and the installation of EV charging stations on distribution transformers (DTs) should be balanced and should not have negative effects on the transformer. This paper aims to determine the number of EV charging stations to be loaded on distribution transformers in an optimized and safe manner. The data of 8361 distribution transformers in the Central Anatolian Region were collected and analyzed. Data verification was completed with data cleansing methods and an effective EV charging station installation modeling was developed. By modeling with three different risk levels, it is possible to determine which distribution transformer will be installed from four different EV charging socket types. The general situation of DTs in the region was determined with the pilot region application. Basic data can be revealed by modeling which region can be improved for the EV infrastructure going forward.
很明显,全球电动汽车的数量将会增加,未来占主导地位的移动概念将是电动汽车的核心。作为电动交通的要求,电动汽车应该在任何地方和任何情况下都可以充电,这将增加电动汽车的电气化。随着电力需求水平的不断提高,电动汽车充电站对电网的影响是非常重要的,在配电变压器上安装电动汽车充电站应该是平衡的,不应该对变压器产生负面影响。本文旨在以优化和安全的方式确定配电变压器上的电动汽车充电站数量。对中安纳托利亚地区8361台配电变压器的数据进行了收集和分析。利用数据清洗方法完成数据验证,建立了有效的电动汽车充电站安装模型。通过对三种不同的风险等级进行建模,可以从四种不同的电动汽车充电插座类型中确定安装哪种配电变压器。通过试点地区的应用,确定了该地区滴灌技术的总体情况。通过建模可以揭示哪些区域可以改进电动汽车基础设施。
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引用次数: 0
A New dv/dt Filter Design Method using the Voltage Reflection Theory 基于电压反射理论的dv/dt滤波器设计新方法
Pub Date : 2022-06-14 DOI: 10.1109/gpecom55404.2022.9815657
Bernard Arhin, H. Cha
This paper proposes a dv/dt suppression second-order RLC filter for an inverter-cable-high impedance load system. The dv/dt filter placed at the inverter output is designed purposely to minimize excessive voltage overshoot at the load terminal by reducing dv/dt or voltage pulse rise time. A 500 V unit pulse of inverter source is connected over several cable lengths to a high impedance load with a load reflection coefficient of 0.9. Voltage overshoot in terms of the ratio of rise time to propagation time is analyzed and verified by Matlab/Simulink environment. In addition, a new design method for the second-order dv/dt filter is proposed. From the simulation results, the dv/dt filter is able to reduce a high load peak voltage of approximately 950 V to 588.6 V in a 50m inverter-cable-load system, and increase to 1 µs of rise time at the load terminal.
本文提出了一种用于逆变器-电缆-高阻抗负载系统的dv/dt抑制二阶RLC滤波器。放置在逆变器输出端的dv/dt滤波器旨在通过减少dv/dt或电压脉冲上升时间来最小化负载端的过电压超调。逆变器源的500 V单位脉冲通过几根电缆长度连接到负载反射系数为0.9的高阻抗负载。通过Matlab/Simulink环境对电压超调的上升时间与传播时间之比进行了分析和验证。此外,还提出了一种二阶dv/dt滤波器的新设计方法。仿真结果表明,在50m逆变器-电缆负载系统中,dv/dt滤波器能够将约950 V的高负载峰值电压降低到588.6 V,并在负载端增加1µs的上升时间。
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引用次数: 0
期刊
2022 4th Global Power, Energy and Communication Conference (GPECOM)
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