首页 > 最新文献

2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)最新文献

英文 中文
Dynamic Modeling and Control of Hybrid AC/DC Microgrid With Green Hydrogen Energy Storage 绿色储氢交/直流混合微电网动态建模与控制
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119606
Nour M. Shabar, Omar A. Afifi, Mostafa H. Fouda, Rawan A. Abdelsalam, Y. Abdallah, Amgad El-Deib
Microgrids have lately been employed in power systems to improve reliability and power quality. This paper shows the dynamic modeling and control of a hybrid grid-connected microgrid consisting of a photovoltaic plant, energy storage system, DC loads, and AC loads. The microgrid is provided with a hydrogen storage system consisting of an electrolyzer, a fuel cell, and a Hydrogen tank. The microgrid is designed to operate independently and supply the load in case of a grid outage. Both grid-connected and isolated modes are modeled using the Simulink software package and it is concluded that the control systems of the microgrid efficiently delivered the required energy to loads in both modes while keeping the microgrid stable. This paper proposes that hybrid-AC/DC microgrids are capable of increasing power flow systems efficiency, increasing the deployment of distributed generation, and being independent of the grid if needed.
微电网最近被用于电力系统,以提高可靠性和电力质量。本文研究了由光伏电站、储能系统、直流负荷和交流负荷组成的混合并网微电网的动态建模与控制。所述微电网设有由电解槽、燃料电池和氢罐组成的储氢系统。微电网被设计为独立运行,并在电网中断的情况下提供负载。利用Simulink软件对并网和隔离两种模式进行了建模,结果表明,在两种模式下,微电网的控制系统都能有效地向负载输送所需的能量,同时保持微电网的稳定。本文提出交直流混合微电网能够提高潮流系统的效率,增加分布式发电的部署,并在需要时独立于电网。
{"title":"Dynamic Modeling and Control of Hybrid AC/DC Microgrid With Green Hydrogen Energy Storage","authors":"Nour M. Shabar, Omar A. Afifi, Mostafa H. Fouda, Rawan A. Abdelsalam, Y. Abdallah, Amgad El-Deib","doi":"10.1109/CPERE56564.2023.10119606","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119606","url":null,"abstract":"Microgrids have lately been employed in power systems to improve reliability and power quality. This paper shows the dynamic modeling and control of a hybrid grid-connected microgrid consisting of a photovoltaic plant, energy storage system, DC loads, and AC loads. The microgrid is provided with a hydrogen storage system consisting of an electrolyzer, a fuel cell, and a Hydrogen tank. The microgrid is designed to operate independently and supply the load in case of a grid outage. Both grid-connected and isolated modes are modeled using the Simulink software package and it is concluded that the control systems of the microgrid efficiently delivered the required energy to loads in both modes while keeping the microgrid stable. This paper proposes that hybrid-AC/DC microgrids are capable of increasing power flow systems efficiency, increasing the deployment of distributed generation, and being independent of the grid if needed.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115972027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Energy Needs Estimation for Smart Autonomous Bikes 智能自主自行车的能源需求估算
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119620
Moustafa A Elwatidy, M. Sabry, Hassan Soubra
The effect of Greenhouse Gases on the environment has been increasing rapidly. In attempts to reduce pollution and the consequent Greenhouse effect, electric vehicles were introduced. For short travels, cheaper and greener alternatives such as electric smart bikes are becoming a hype. E-bikes are convenient, however, improving the modules available to better suit Smart E-bikes can make it more convenient for the users. The State of Charge (SOC) of the battery is an example. An accurate estimation of the SOC in an E-Bike is important, however, it cannot know if the current path selected by the rider will be covered fully by the remaining battery power. To make the available E-Bike modules smarter, battery estimation-path traversal in this case, this paper proposes a battery energy estimation system that notifies the rider if their chosen route is within the range that the current battery state can handle. This safety feature insures that users will always have power when traversing an approved route by the estimation system. In addition, the system is tested on a real-life prototype smart autonomous E-Bike to validate the results of the proposed approach.
温室气体对环境的影响一直在迅速增加。为了减少污染和随之而来的温室效应,引入了电动汽车。对于短途旅行来说,更便宜、更环保的替代品,比如电动智能自行车,正成为一种炒作。电动自行车很方便,然而,改进可用的模块以更好地适应智能电动自行车可以使用户更方便。电池的荷电状态(SOC)就是一个例子。准确估计电动自行车的SOC是很重要的,然而,它无法知道骑行者选择的当前路径是否会被剩余的电池电量完全覆盖。为了使可用的电动自行车模块更加智能,在这种情况下,电池估计路径遍历,本文提出了一个电池能量估计系统,如果骑行者选择的路线在当前电池状态可以处理的范围内,则通知骑行者。此安全特性确保用户在经过估计系统批准的路线时始终有电。此外,该系统在现实生活中的原型智能自动电动自行车上进行了测试,以验证所提出方法的结果。
{"title":"Energy Needs Estimation for Smart Autonomous Bikes","authors":"Moustafa A Elwatidy, M. Sabry, Hassan Soubra","doi":"10.1109/CPERE56564.2023.10119620","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119620","url":null,"abstract":"The effect of Greenhouse Gases on the environment has been increasing rapidly. In attempts to reduce pollution and the consequent Greenhouse effect, electric vehicles were introduced. For short travels, cheaper and greener alternatives such as electric smart bikes are becoming a hype. E-bikes are convenient, however, improving the modules available to better suit Smart E-bikes can make it more convenient for the users. The State of Charge (SOC) of the battery is an example. An accurate estimation of the SOC in an E-Bike is important, however, it cannot know if the current path selected by the rider will be covered fully by the remaining battery power. To make the available E-Bike modules smarter, battery estimation-path traversal in this case, this paper proposes a battery energy estimation system that notifies the rider if their chosen route is within the range that the current battery state can handle. This safety feature insures that users will always have power when traversing an approved route by the estimation system. In addition, the system is tested on a real-life prototype smart autonomous E-Bike to validate the results of the proposed approach.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116000331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A fast and effective maximum power point tracking method under various weather conditions for grid-connected photovoltaic systems 并网光伏系统各种天气条件下快速有效的最大功率点跟踪方法
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119605
Karam Khairullah Mohammed, S. Mekhilef, M. Rawa
Photovoltaic systems (PV) are exposed to various weather conditions during the day and getting the maximum power of a PV system is one of its major challenges. While the conventional methods take time to track the maximum power accompanying the fluctuation around the maximum power. Consequently, several metaheuristic algorithms have been presented to overcome the fluctuating around the maximum power. On the other hand optimization methods will search into entire the PV curve to extract the maximum power. This leads to unnecessary search points during the uniform shading conditions which decrease the convergence speed towards the maximum power. In overcoming the tracking time issues as well as the capacity to distinguish between uniform and partial shading conditions, a quick and efficient tracking technique connected to the grid system was presented in this paper. The proposed system, has been tested using MATLAB/SIMULINK, which includes a boost converter to track the maximum power with a sampling time of 0.05 seconds, While a voltage source converter (VSC) is used to transfer the power generated by solar panels to the grid. The simulation results demonstrated that the proposed method was successfully implemented, with an average tracking time of 0.412 s for different weather conditions. Moreover, the comparison with the conventional method of perturb and observe (P& O) has been presented to evaluate the proposed method’s efficiency.
光伏发电系统在白天受到各种天气条件的影响,使光伏发电系统获得最大功率是其面临的主要挑战之一。而传统的方法需要时间来跟踪最大功率,并伴随着最大功率周围的波动。因此,提出了几种元启发式算法来克服最大功率周围的波动。另一方面,优化方法将搜索整个PV曲线以提取最大功率。这导致在均匀遮阳条件下不必要的搜索点,从而降低了向最大功率收敛的速度。为了克服跟踪时间问题以及区分均匀和部分遮阳条件的能力,本文提出了一种连接网格系统的快速高效跟踪技术。该系统已在MATLAB/SIMULINK中进行了测试,其中包括一个升压转换器,以0.05秒的采样时间跟踪最大功率,而电压源转换器(VSC)用于将太阳能电池板产生的电力传输到电网。仿真结果表明,该方法是成功实现的,在不同天气条件下的平均跟踪时间为0.412 s。并与传统的摄动观测方法(P& O)进行了比较,评价了该方法的有效性。
{"title":"A fast and effective maximum power point tracking method under various weather conditions for grid-connected photovoltaic systems","authors":"Karam Khairullah Mohammed, S. Mekhilef, M. Rawa","doi":"10.1109/CPERE56564.2023.10119605","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119605","url":null,"abstract":"Photovoltaic systems (PV) are exposed to various weather conditions during the day and getting the maximum power of a PV system is one of its major challenges. While the conventional methods take time to track the maximum power accompanying the fluctuation around the maximum power. Consequently, several metaheuristic algorithms have been presented to overcome the fluctuating around the maximum power. On the other hand optimization methods will search into entire the PV curve to extract the maximum power. This leads to unnecessary search points during the uniform shading conditions which decrease the convergence speed towards the maximum power. In overcoming the tracking time issues as well as the capacity to distinguish between uniform and partial shading conditions, a quick and efficient tracking technique connected to the grid system was presented in this paper. The proposed system, has been tested using MATLAB/SIMULINK, which includes a boost converter to track the maximum power with a sampling time of 0.05 seconds, While a voltage source converter (VSC) is used to transfer the power generated by solar panels to the grid. The simulation results demonstrated that the proposed method was successfully implemented, with an average tracking time of 0.412 s for different weather conditions. Moreover, the comparison with the conventional method of perturb and observe (P& O) has been presented to evaluate the proposed method’s efficiency.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116062174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Study on the Impact of Thermal Stresses and Voids on the Partial Discharge Inception Voltage in HVDC Power Cables 高压直流电缆中热应力和空隙对局部放电起始电压影响的研究
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119586
Amir Tag, M. Saleh, S. Refaat, A. Ghrayeb, H. Abu-Rub
Partial Discharge (PD) is one of the biggest factors that cause the breakdown of cables in both high voltage alternating current (HVAC) and high voltage direct current (HVDC). In comparison to AC insulation systems, the behavior of PD is significantly more complex in DC insulation systems, especially in HVDC Cross-linked Polyethylene (XLPE) power cables. Since PD activities are essentially a result of increased electrical stress under loaded conditions, the distribution of temperature, electrical fields, and PD inception all become large contributors to cable aging. The goal of this paper is to evaluate the PD inception voltage (PDIV) in HVDC power cables and to compare their XLPE insulation performance under high DC voltage and thermal stresses. The impact of the void’s size and position on the PD inception voltage is also investigated. The correlation with the shape and the size of the voids in DC insulation system and the PD inception voltage will be found. The paper will also show how the PDIV is dependent on temperature under the investigated circumstances. This study is conducted using Finite Element Analysis (FEA) software (COMSOL Multiphysics).
在高压交流(HVAC)和高压直流(HVDC)中,局部放电(PD)是导致电缆击穿的最大因素之一。与交流绝缘系统相比,直流绝缘系统,特别是高压直流交联聚乙烯(XLPE)电力电缆的局部放电行为要复杂得多。由于PD活动本质上是负载条件下电应力增加的结果,因此温度分布、电场和PD开始都是电缆老化的主要原因。本文的目的是评估高压直流电力电缆的PD起始电压(PDIV),并比较它们在高直流电压和热应力下的交联聚乙烯绝缘性能。研究了空穴的大小和位置对放电起始电压的影响。发现了直流绝缘系统中空穴的形状和大小与局部放电起始电压的关系。本文还将展示在所研究的情况下PDIV是如何依赖于温度的。本研究使用有限元分析软件(COMSOL Multiphysics)进行。
{"title":"A Study on the Impact of Thermal Stresses and Voids on the Partial Discharge Inception Voltage in HVDC Power Cables","authors":"Amir Tag, M. Saleh, S. Refaat, A. Ghrayeb, H. Abu-Rub","doi":"10.1109/CPERE56564.2023.10119586","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119586","url":null,"abstract":"Partial Discharge (PD) is one of the biggest factors that cause the breakdown of cables in both high voltage alternating current (HVAC) and high voltage direct current (HVDC). In comparison to AC insulation systems, the behavior of PD is significantly more complex in DC insulation systems, especially in HVDC Cross-linked Polyethylene (XLPE) power cables. Since PD activities are essentially a result of increased electrical stress under loaded conditions, the distribution of temperature, electrical fields, and PD inception all become large contributors to cable aging. The goal of this paper is to evaluate the PD inception voltage (PDIV) in HVDC power cables and to compare their XLPE insulation performance under high DC voltage and thermal stresses. The impact of the void’s size and position on the PD inception voltage is also investigated. The correlation with the shape and the size of the voids in DC insulation system and the PD inception voltage will be found. The paper will also show how the PDIV is dependent on temperature under the investigated circumstances. This study is conducted using Finite Element Analysis (FEA) software (COMSOL Multiphysics).","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126234959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the Design Procedure of the Double Pulse Test Rig for WBG devices WBG器件双脉冲试验台的设计过程
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119544
Mohammed Amer Karout, O. Alatise, Heaklig Ayala, C. Fisher, P. Mawby, Mohamed Taha
In this paper, the design and extensive analysis of an advanced test rig for double pulse tests (DPT) is presented. Unlike the simplistic analysis that is usually done whilst designing a DPT circuit, in this work, the analysis critically considers the effects of parasitics in the capacitor, inductor, PCB fixtures, and the device under test (DUT), to attain the highest measurements accuracy. The model for the proposed system is simulated using a SPICE simulation tool, which considers all the parasitics and demonstrates the feasibility of optimizing the design parameters. Then, the physical test rig is implemented following the proposed approach to reduce the parasitic inductance between the DC-link capacitors and the fixture. The rig is designed to be flexible, where different fixtures with low parasitics can be used to connect discrete and module DUTs. The measurement circuitry is carefully optimised, to provide the ability of capturing the high dI/dt and dV/dt of wide bandgap (WBG) devices. The system can also provide temperature control via a heater and a temperature controller, so the variation of switching losses with junction temperature can be assessed. The results validate the feasibility of the design, where low ringing and low voltage overshoot in the waveforms have been obtained, easing the switching losses calculations, even with low gate resistors. Finally, a 1. 2kV/90 A rated silicon carbide device has been tested, and its switching energy has been evaluated at different junction temperatures to demonstrate the capabilities of the system.
本文介绍了一种先进的双脉冲试验试验台的设计和广泛分析。与设计DPT电路时通常进行的简单分析不同,在这项工作中,分析严格考虑了电容、电感、PCB固定装置和被测器件(DUT)中的寄生效应,以获得最高的测量精度。利用SPICE仿真工具对所提出的系统模型进行了仿真,考虑了所有寄生因素,验证了优化设计参数的可行性。然后,根据所提出的方法实现了物理测试平台,以减少直流链路电容器和夹具之间的寄生电感。该平台设计灵活,可以使用具有低寄生的不同夹具连接分立和模块被测器。测量电路经过精心优化,以提供捕获宽带隙(WBG)器件的高dI/dt和dV/dt的能力。该系统还可以通过加热器和温度控制器提供温度控制,因此可以评估开关损耗随结温的变化。结果验证了该设计的可行性,在波形中获得了低振铃和低电压超调,即使使用低栅极电阻,也可以简化开关损耗计算。最后是1。对2kV/ 90a额定碳化硅器件进行了测试,并对其在不同结温下的开关能量进行了评估,以证明该系统的性能。
{"title":"On the Design Procedure of the Double Pulse Test Rig for WBG devices","authors":"Mohammed Amer Karout, O. Alatise, Heaklig Ayala, C. Fisher, P. Mawby, Mohamed Taha","doi":"10.1109/CPERE56564.2023.10119544","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119544","url":null,"abstract":"In this paper, the design and extensive analysis of an advanced test rig for double pulse tests (DPT) is presented. Unlike the simplistic analysis that is usually done whilst designing a DPT circuit, in this work, the analysis critically considers the effects of parasitics in the capacitor, inductor, PCB fixtures, and the device under test (DUT), to attain the highest measurements accuracy. The model for the proposed system is simulated using a SPICE simulation tool, which considers all the parasitics and demonstrates the feasibility of optimizing the design parameters. Then, the physical test rig is implemented following the proposed approach to reduce the parasitic inductance between the DC-link capacitors and the fixture. The rig is designed to be flexible, where different fixtures with low parasitics can be used to connect discrete and module DUTs. The measurement circuitry is carefully optimised, to provide the ability of capturing the high dI/dt and dV/dt of wide bandgap (WBG) devices. The system can also provide temperature control via a heater and a temperature controller, so the variation of switching losses with junction temperature can be assessed. The results validate the feasibility of the design, where low ringing and low voltage overshoot in the waveforms have been obtained, easing the switching losses calculations, even with low gate resistors. Finally, a 1. 2kV/90 A rated silicon carbide device has been tested, and its switching energy has been evaluated at different junction temperatures to demonstrate the capabilities of the system.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128598981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Distributed Adaptive Control Strategy for Meshed DC Microgrids 网格直流微电网的分布式自适应控制策略
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119627
Ahmed H. EL-Ebiary, M. Mokhtar, M. Attia, M. Marei
Nowadays, DC microgrids control problems are considered as attracting challenges for the researchers. Thus, a distributed control strategy is presented in this paper for meshed DC microgrids enhancement. The strategy consists of two control layers, a primary control layer and a secondary control layer. The primary controller regulates the terminal voltage of each Distributed Generator Unit (DGU), while the secondary controller takes the responsibility of achieving equal current sharing between DGUs. Two Adaptive PI Controllers (APICs) are proposed for the secondary control layer to enhance the dynamic performance of the system. Validation of the proposed controllers is done under different loading conditions to show the improvement of the current sharing using the adaptive controllers.
直流微电网的控制问题是目前研究人员面临的一个挑战。因此,本文提出了一种分布式控制策略,用于网状直流微电网的增强。该策略由两个控制层组成,即主控制层和辅助控制层。主控制器负责调节各分布式发电机组(DGU)的终端电压,副控制器负责实现各DGU之间的等电流分担。为了提高系统的动态性能,在二级控制层提出了两个自适应PI控制器(apic)。在不同的负载条件下对所提出的控制器进行了验证,以显示使用自适应控制器对电流共享的改善。
{"title":"A Distributed Adaptive Control Strategy for Meshed DC Microgrids","authors":"Ahmed H. EL-Ebiary, M. Mokhtar, M. Attia, M. Marei","doi":"10.1109/CPERE56564.2023.10119627","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119627","url":null,"abstract":"Nowadays, DC microgrids control problems are considered as attracting challenges for the researchers. Thus, a distributed control strategy is presented in this paper for meshed DC microgrids enhancement. The strategy consists of two control layers, a primary control layer and a secondary control layer. The primary controller regulates the terminal voltage of each Distributed Generator Unit (DGU), while the secondary controller takes the responsibility of achieving equal current sharing between DGUs. Two Adaptive PI Controllers (APICs) are proposed for the secondary control layer to enhance the dynamic performance of the system. Validation of the proposed controllers is done under different loading conditions to show the improvement of the current sharing using the adaptive controllers.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129932101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Model Free Artificial Neural Network for an Induction Machine 感应电机的无模型人工神经网络
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119541
Margarita Norambuena, Danilo Galvez
This paper presents the design, training, and implementation of a Feed-Forward Neural Network based on Model-Free Predictive Torque Control (MF-PTC) to control an Induction Machine (IM) powered by a two-level Voltage Source Inverter (2L-VSI). This control uses an algorithm capable of estimating the dynamic behavior of an IM without having a detailed knowledge of the system using the past measurements of the control variables (stator currents and flux) and input variables (stator voltages). With this approach, it is possible to design a neural network that mimics the behavior of this control just by measuring the current and estimating the flux. The control topology, neural network architecture, network training, and implementation are detailed in this work. Simulation results are presented for different operating points of the machine to validate the performance of the proposed strategy.
本文介绍了一种基于无模型预测转矩控制(MF-PTC)的前馈神经网络的设计、训练和实现,以控制由两电平电压源逆变器(2L-VSI)供电的感应电机(IM)。这种控制使用了一种算法,能够在不需要详细了解系统的情况下,使用过去测量的控制变量(定子电流和磁通)和输入变量(定子电压)来估计IM的动态行为。有了这种方法,就有可能设计一个神经网络,通过测量电流和估计通量来模仿这种控制的行为。本文详细介绍了控制拓扑、神经网络结构、网络训练和实现。通过对机器不同工作点的仿真,验证了所提策略的有效性。
{"title":"Model Free Artificial Neural Network for an Induction Machine","authors":"Margarita Norambuena, Danilo Galvez","doi":"10.1109/CPERE56564.2023.10119541","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119541","url":null,"abstract":"This paper presents the design, training, and implementation of a Feed-Forward Neural Network based on Model-Free Predictive Torque Control (MF-PTC) to control an Induction Machine (IM) powered by a two-level Voltage Source Inverter (2L-VSI). This control uses an algorithm capable of estimating the dynamic behavior of an IM without having a detailed knowledge of the system using the past measurements of the control variables (stator currents and flux) and input variables (stator voltages). With this approach, it is possible to design a neural network that mimics the behavior of this control just by measuring the current and estimating the flux. The control topology, neural network architecture, network training, and implementation are detailed in this work. Simulation results are presented for different operating points of the machine to validate the performance of the proposed strategy.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114566973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Magnetic Saturation and Iron Losses on Performance of Series-Connected Wound-Rotor Induction Motors in Sub-Synchronous Mode 磁饱和和铁损耗对亚同步模式下串接绕线转子异步电动机性能的影响
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119589
Mohammed Bekhiet Elsayed, E. Rashad, A. Abdelsalam
Series-connected wound-rotor induction motor (SCWRIM) provides an electromechanical torque in two modes of operation. In the first mode, the rotor speed is exactly equal double the synchronous speed. With absence of inherent starting torque capability, the rotor speed in this mode only depends on supply frequency and number of poles for stable range of operation. In the second mode of operation, SCWRIM rotates at slightly less than the synchronous speed depending on the connected machine load. Therefore, this operation is known as sub-synchronous mode. In this mode, the motor has the capability of self-starting, and it runs in a similar manner to that of the conventional wound rotor induction motor operation. The influence of magnetic saturation and iron losses on steady-state performance of SCWRIM in sub-synchronous mode is examined theoretically and experimentally in this paper. The motor behavior has been investigated with considering magnetic saturation effect on both direct (d) and quadrature (q) axes flux linkages. The performance investigation has included the effect of magnetic saturation and iron losses at variable values of voltages and frequencies using scalar control technique via a variable voltage variable frequency (VVVF) supply. Finally, the simulation results are compared with experimental measured values to show the effectiveness and accuracy of the proposed approach of including magnetic saturation and iron losses effects.
串联绕线转子感应电动机(scwrm)在两种操作模式下提供机电扭矩。在第一种模式下,转子转速正好等于同步转速的两倍。由于没有固有的起动转矩能力,在这种模式下,转子转速仅取决于电源频率和极数,以达到稳定的运行范围。在第二种操作模式下,scwrm根据连接的机器负载以略低于同步速度旋转。因此,这种操作被称为子同步模式。在这种模式下,电机具有自启动能力,其运行方式与传统绕线转子感应电机的运行方式相似。本文从理论和实验两方面研究了磁饱和和铁损耗对SCWRIM亚同步模式稳态性能的影响。考虑了直轴(d)和交轴(q)磁链的磁饱和效应,对电机的行为进行了研究。性能研究包括通过变电压变频(VVVF)电源使用标量控制技术在可变电压和频率值下对磁饱和和铁损耗的影响。最后,将仿真结果与实验测量值进行了比较,验证了该方法的有效性和准确性。
{"title":"Effect of Magnetic Saturation and Iron Losses on Performance of Series-Connected Wound-Rotor Induction Motors in Sub-Synchronous Mode","authors":"Mohammed Bekhiet Elsayed, E. Rashad, A. Abdelsalam","doi":"10.1109/CPERE56564.2023.10119589","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119589","url":null,"abstract":"Series-connected wound-rotor induction motor (SCWRIM) provides an electromechanical torque in two modes of operation. In the first mode, the rotor speed is exactly equal double the synchronous speed. With absence of inherent starting torque capability, the rotor speed in this mode only depends on supply frequency and number of poles for stable range of operation. In the second mode of operation, SCWRIM rotates at slightly less than the synchronous speed depending on the connected machine load. Therefore, this operation is known as sub-synchronous mode. In this mode, the motor has the capability of self-starting, and it runs in a similar manner to that of the conventional wound rotor induction motor operation. The influence of magnetic saturation and iron losses on steady-state performance of SCWRIM in sub-synchronous mode is examined theoretically and experimentally in this paper. The motor behavior has been investigated with considering magnetic saturation effect on both direct (d) and quadrature (q) axes flux linkages. The performance investigation has included the effect of magnetic saturation and iron losses at variable values of voltages and frequencies using scalar control technique via a variable voltage variable frequency (VVVF) supply. Finally, the simulation results are compared with experimental measured values to show the effectiveness and accuracy of the proposed approach of including magnetic saturation and iron losses effects.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134486476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Number of Turns Optimization for On-Chip Power Inductor Using a 3-D Physical Model 基于三维物理模型的片上功率电感匝数优化
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119572
M. Al‐Smadi, J. Qahouq, S. Kotru
High inductance-density with high saturation current on-chip integrated power inductors support achieving high-density integrated power conversion. To guide the design of on-chip planar power inductor, a 3-D physical model in ANSYS®/Maxwell® is developed and utilized in this paper to evaluate the effect of copper winding number of turns on two of the main power inductor performance metrics, namely the inductance value/density and the saturation current. The tradeoff between the inductance value/density and the saturation current as a function of the copper winding number of turns is evaluated using the presented physical model.
高电感密度与高饱和电流片上集成功率电感支持实现高密度集成功率转换。为了指导片上平面功率电感的设计,本文在ANSYS®/Maxwell®中建立了三维物理模型,并利用该模型评估了铜绕组匝数对功率电感两项主要性能指标(电感值/密度和饱和电流)的影响。利用所提出的物理模型,评估了电感值/密度与饱和电流作为铜绕组匝数的函数之间的权衡。
{"title":"Number of Turns Optimization for On-Chip Power Inductor Using a 3-D Physical Model","authors":"M. Al‐Smadi, J. Qahouq, S. Kotru","doi":"10.1109/CPERE56564.2023.10119572","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119572","url":null,"abstract":"High inductance-density with high saturation current on-chip integrated power inductors support achieving high-density integrated power conversion. To guide the design of on-chip planar power inductor, a 3-D physical model in ANSYS®/Maxwell® is developed and utilized in this paper to evaluate the effect of copper winding number of turns on two of the main power inductor performance metrics, namely the inductance value/density and the saturation current. The tradeoff between the inductance value/density and the saturation current as a function of the copper winding number of turns is evaluated using the presented physical model.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131365972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization Approaches for RMS Current Reduction of Triple Active Bridge Converters 三有源桥式变换器有效值电流减小的优化方法
Pub Date : 2023-02-19 DOI: 10.1109/CPERE56564.2023.10119543
Ahmed A. Ibrahim, Andrea Zilio, D. Biadene, T. Caldognetto, P. Mattavelli
Isolated multi-port converters can interconnect different loads and energy sources at their ports, while utilizing a limited number of switching devices and magnetic components, which offers potential advantages in terms of power density. However, being the multiple ports coupled among each other, the number of modulation variables and operating modes increases, which poses challenging optimization issues. This paper exploits three different optimization approaches used to optimize the performance of a triple active bridge converter (TAB) by minimizing the ports total true rms current. The three approaches shown herein are based on an offline gradient descent search, online multidimensional ripple correlation search, and artificial neural network. All the approaches are validated through simulation and experimental results considering a TAB converter prototype rated 5 kW.
孤立的多端口转换器可以在其端口互连不同的负载和能源,同时利用有限数量的开关设备和磁性元件,这在功率密度方面提供了潜在的优势。然而,由于多个端口之间相互耦合,调制变量和工作模式的数量增加,这给优化问题带来了挑战。本文利用三种不同的优化方法,通过最小化端口总真有效值电流来优化三有源桥式转换器(TAB)的性能。本文所展示的三种方法是基于离线梯度下降搜索、在线多维波纹相关搜索和人工神经网络。以额定功率为5kw的TAB变换器样机为例,通过仿真和实验结果验证了上述方法的有效性。
{"title":"Optimization Approaches for RMS Current Reduction of Triple Active Bridge Converters","authors":"Ahmed A. Ibrahim, Andrea Zilio, D. Biadene, T. Caldognetto, P. Mattavelli","doi":"10.1109/CPERE56564.2023.10119543","DOIUrl":"https://doi.org/10.1109/CPERE56564.2023.10119543","url":null,"abstract":"Isolated multi-port converters can interconnect different loads and energy sources at their ports, while utilizing a limited number of switching devices and magnetic components, which offers potential advantages in terms of power density. However, being the multiple ports coupled among each other, the number of modulation variables and operating modes increases, which poses challenging optimization issues. This paper exploits three different optimization approaches used to optimize the performance of a triple active bridge converter (TAB) by minimizing the ports total true rms current. The three approaches shown herein are based on an offline gradient descent search, online multidimensional ripple correlation search, and artificial neural network. All the approaches are validated through simulation and experimental results considering a TAB converter prototype rated 5 kW.","PeriodicalId":169048,"journal":{"name":"2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129939474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2023 IEEE Conference on Power Electronics and Renewable Energy (CPERE)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1