首页 > 最新文献

2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)最新文献

英文 中文
Mechatronic System for Monitoring and Controlling the Direction of Propagation of the Laser Beam 一种监控激光束传播方向的机电一体化系统
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425315
A. Lazar, O. Donţu, C. Comeaga
This paper presents design and test of a system for alignment monitoring and automatic control of a laser beam direction of propagation. A laser beam is aligned when the direction of propagation passes through two points defined in irises planes $(mathrm{O}_{1}(mathrm{x}1, mathrm{y}_{1}), mathrm{O}_{2}(mathrm{x}2, mathrm{y}_{2}))$, separated by an arbitrary distance, and having the same height from the working plane (Oi(yi) $=mathrm{O}_{2}(mathrm{y}_{2})$). The method of automatic laser beam alignment is based on detection of changes in position by using a CCD camera and automatic repositioning. By integrating actuators in the kinematic mounts, is achieved the automatic orientation of the beam through the center of two coordinates defined by the references Oi and O2. The coordinates of points Oi and O2 in the alignment system are sent to the CCD camera by generating two reflections using laser beam splitters. The position changes detected by the CCD camera are processed by the controller and converted into control pulses for the execution elements that perform the automatic orientation of the beam through the points O1, O2.
本文介绍了一种激光光束传播方向对准监测与自动控制系统的设计与测试。当激光束的传播方向通过虹膜平面$(mathrm{O}_{1}(mathrm{x}1, mathrm{y}_{1}), mathrm{O}_{2}(mathrm{x}2, mathrm{y}_{2})$中定义的两个点时,激光束就对齐了,这两个点被任意距离分开,并且与工作平面(Oi(yi) $=mathrm{O}_{2}(mathrm{y}_{2})$)具有相同的高度。激光光束自动对准的方法是利用CCD相机检测位置变化并自动重新定位。通过在运动支架中集成执行器,通过参考坐标Oi和O2定义的两个坐标的中心实现了梁的自动定向。对准系统中点Oi和点O2的坐标通过激光分束器产生两次反射发送到CCD相机。CCD相机检测到的位置变化由控制器进行处理并转换为执行元件的控制脉冲,执行元件通过点O1, O2实现光束的自动定向。
{"title":"Mechatronic System for Monitoring and Controlling the Direction of Propagation of the Laser Beam","authors":"A. Lazar, O. Donţu, C. Comeaga","doi":"10.1109/ATEE52255.2021.9425315","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425315","url":null,"abstract":"This paper presents design and test of a system for alignment monitoring and automatic control of a laser beam direction of propagation. A laser beam is aligned when the direction of propagation passes through two points defined in irises planes $(mathrm{O}_{1}(mathrm{x}1, mathrm{y}_{1}), mathrm{O}_{2}(mathrm{x}2, mathrm{y}_{2}))$, separated by an arbitrary distance, and having the same height from the working plane (Oi(yi) $=mathrm{O}_{2}(mathrm{y}_{2})$). The method of automatic laser beam alignment is based on detection of changes in position by using a CCD camera and automatic repositioning. By integrating actuators in the kinematic mounts, is achieved the automatic orientation of the beam through the center of two coordinates defined by the references Oi and O2. The coordinates of points Oi and O2 in the alignment system are sent to the CCD camera by generating two reflections using laser beam splitters. The position changes detected by the CCD camera are processed by the controller and converted into control pulses for the execution elements that perform the automatic orientation of the beam through the points O1, O2.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129614044","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
Control and Parameter Estimation of PMSM by Runge-Kutta Model Based Predictive Control 基于Runge-Kutta模型的PMSM预测控制及参数估计
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425209
Adile Akpunar, S. Iplikci
In this study, control and parameter estimation of a Permanent Magnet Synchronous Motor (PMSM) has been achieved by a relatively novel model predictive control method, which is referred to as the Runge-Kutta Model Based Predictive Control (RKMPC). Since PMSMs exhibit relatively nonlinear behavior and their parameter values are critical, they necessitate more robust control and parameter estimation than conventional control methods. Parameters of the PMSMs are subject to abrupt changes in load and temperature. These parameter fluctuations significantly affect the stability of the system. Therefore, in this study, beside the effective control of the system, an efficient parameter estimation has been established in the MATLAB/Simulink environment by RKMPC. The control and parameter estimation capability of RKMPC has been proven by simulation results.
本文采用一种较为新颖的模型预测控制方法,即基于龙格-库塔模型的预测控制(RKMPC),实现了永磁同步电机(PMSM)的控制和参数估计。由于永磁同步电动机表现出相对非线性的行为,其参数值是至关重要的,因此需要比传统控制方法更鲁棒的控制和参数估计。永磁同步电动机的参数受负载和温度的突然变化的影响。这些参数的波动极大地影响了系统的稳定性。因此,在本研究中,除了对系统进行有效控制外,还利用RKMPC在MATLAB/Simulink环境下建立了一种高效的参数估计方法。仿真结果验证了RKMPC的控制和参数估计能力。
{"title":"Control and Parameter Estimation of PMSM by Runge-Kutta Model Based Predictive Control","authors":"Adile Akpunar, S. Iplikci","doi":"10.1109/ATEE52255.2021.9425209","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425209","url":null,"abstract":"In this study, control and parameter estimation of a Permanent Magnet Synchronous Motor (PMSM) has been achieved by a relatively novel model predictive control method, which is referred to as the Runge-Kutta Model Based Predictive Control (RKMPC). Since PMSMs exhibit relatively nonlinear behavior and their parameter values are critical, they necessitate more robust control and parameter estimation than conventional control methods. Parameters of the PMSMs are subject to abrupt changes in load and temperature. These parameter fluctuations significantly affect the stability of the system. Therefore, in this study, beside the effective control of the system, an efficient parameter estimation has been established in the MATLAB/Simulink environment by RKMPC. The control and parameter estimation capability of RKMPC has been proven by simulation results.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129751449","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
Design and Comparison of Different Rotor Topologies at Liquid-Cooled Permanent Magnet Synchronous Machines for Electric Vehicles 电动汽车液冷永磁同步电机转子不同拓扑结构的设计与比较
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425122
Alexandru-Ionel Constantin, C. Dumitru, Emil Tudor, G. Cîrciumaru, Mariana Arsene
This paper presents results related to the design and comparison of two 150 kW liquid-cooled interior permanent magnet synchronous machines (IPMSM) with different rotor topologies, designed for electric vehicles (electric buses). The study is performed starting from a set of performance requirements of the traction motor. The cogging torque, back-electromagnetic force and the motor performances are analyzed. Also, a thermal steady state analysis at rated power and speed is performed and presented. The design of the machines is made using the Altair FluxMotor software, which combines analytical calculation with finite element method.
本文介绍了两种不同转子拓扑的150kw液冷内置永磁同步电机(IPMSM)的设计和比较结果,这两种电机设计用于电动汽车(电动公交车)。本文从牵引电机的一组性能要求入手进行研究。分析了齿槽转矩、反电磁力和电机性能。此外,还进行了额定功率和转速下的热稳态分析。采用Altair FluxMotor软件,将解析计算与有限元法相结合,对机床进行了设计。
{"title":"Design and Comparison of Different Rotor Topologies at Liquid-Cooled Permanent Magnet Synchronous Machines for Electric Vehicles","authors":"Alexandru-Ionel Constantin, C. Dumitru, Emil Tudor, G. Cîrciumaru, Mariana Arsene","doi":"10.1109/ATEE52255.2021.9425122","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425122","url":null,"abstract":"This paper presents results related to the design and comparison of two 150 kW liquid-cooled interior permanent magnet synchronous machines (IPMSM) with different rotor topologies, designed for electric vehicles (electric buses). The study is performed starting from a set of performance requirements of the traction motor. The cogging torque, back-electromagnetic force and the motor performances are analyzed. Also, a thermal steady state analysis at rated power and speed is performed and presented. The design of the machines is made using the Altair FluxMotor software, which combines analytical calculation with finite element method.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129782272","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
New Fuzzy Direct Torque Control optimization for In-Wheel Motors used in Electric Vehicle Applications 新型电动汽车轮毂电机模糊直接转矩控制优化
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425348
Rabhi Abderrahmane El Djallil, Hartani Kada, Guettaf Yacine, Aouadj Norediene
Due to its design and structure, the electric vehicle is part of multi-machine multi-converter systems (MMS). For electric vehicle control, one of the control structures applied to MMS will be applied based on torque control. The present work contributes to the development of a new control structure for an electric vehicle (EV) equipped with two sets of bi-interior permanent magnet synchronous motor (IPMS) in-wheel motors (IWM) connected in parallel and supplied by a single three-phase three-level NPC inverter, one set on the left longitudinal side and one on the right longitudinal side. In order to produce the corresponding torque to the driving wheels according to the driver’s steering, acceleration or braking commands, each set is controlled by a proposed fuzzy direct torque control using PSO algorithm. The proposed control structure, adapted on the basis of a “master-slave” control structure, was implemented and tested in simulation to analyze its robustness under mechanical and electrical disturbances. Its extension to the EV traction system allowing the improvement of lateral stability and the safety of the electric vehicle during cornering situations.
由于其设计和结构,电动汽车是多机多转换器系统(MMS)的一部分。对于电动汽车控制,其中一种应用于MMS的控制结构将基于转矩控制。本工作有助于开发一种新的电动汽车(EV)控制结构,该控制结构配备两组双内置永磁同步电机(IPMS)轮内电机(IWM)并联连接,由单个三相三电平NPC逆变器供电,一组在左纵侧,一组在右纵侧。为了根据驾驶员的转向、加速或制动指令对驱动轮产生相应的转矩,提出了一种基于粒子群算法的模糊直接转矩控制方法。在“主从”控制结构的基础上,实现了所提出的控制结构,并进行了仿真测试,分析了其在机电干扰下的鲁棒性。它延伸到电动汽车牵引系统,允许提高横向稳定性和电动汽车在转弯情况下的安全性。
{"title":"New Fuzzy Direct Torque Control optimization for In-Wheel Motors used in Electric Vehicle Applications","authors":"Rabhi Abderrahmane El Djallil, Hartani Kada, Guettaf Yacine, Aouadj Norediene","doi":"10.1109/ATEE52255.2021.9425348","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425348","url":null,"abstract":"Due to its design and structure, the electric vehicle is part of multi-machine multi-converter systems (MMS). For electric vehicle control, one of the control structures applied to MMS will be applied based on torque control. The present work contributes to the development of a new control structure for an electric vehicle (EV) equipped with two sets of bi-interior permanent magnet synchronous motor (IPMS) in-wheel motors (IWM) connected in parallel and supplied by a single three-phase three-level NPC inverter, one set on the left longitudinal side and one on the right longitudinal side. In order to produce the corresponding torque to the driving wheels according to the driver’s steering, acceleration or braking commands, each set is controlled by a proposed fuzzy direct torque control using PSO algorithm. The proposed control structure, adapted on the basis of a “master-slave” control structure, was implemented and tested in simulation to analyze its robustness under mechanical and electrical disturbances. Its extension to the EV traction system allowing the improvement of lateral stability and the safety of the electric vehicle during cornering situations.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121064975","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
Simulation Study on Two Anti-corona Schemes of Grading Ring with Non-ideal Surface Morphology 两种非理想表面形貌分级环防电晕方案的仿真研究
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425207
G. Hua, H. Luo, Y.X. Cui, Y.P. Liu, Linfu Xie
The grading rings working in complex environment are often reported with corona discharge. Their surfaces are often found with non_ideal surface morphology affected by wind erosion and/or dirt accumulation. To reduce corona discharge of these grading rings operated online, two anti-corona schemes, grinding and RTV(Room Temperature Vulcanized Silicone Rubber) coating, are proposed. Through analyzing the simulation results, it is found that the two schemes can improve the surface electric field to achieve the purpose of anti-corona. After comparing the two schemes, RTV coating scheme shows more obvious to reduce the maximum electric field intensity of the surface than the grinding scheme, and RTV coating is easier than grinding to be implemented in engineering practice.
在复杂环境下工作的分级环经常出现电晕放电现象。它们的表面常因风蚀和/或污垢堆积而具有非理想的表面形态。为了减少在线运行的分级环的电晕放电,提出了研磨和室温硫化硅橡胶涂层两种防电晕方案。通过对仿真结果的分析,发现两种方案都能改善表面电场,达到抗电晕的目的。对比两种方案,RTV涂层方案对降低表面最大电场强度的效果比磨削方案更明显,且在工程实践中RTV涂层比磨削方案更容易实施。
{"title":"Simulation Study on Two Anti-corona Schemes of Grading Ring with Non-ideal Surface Morphology","authors":"G. Hua, H. Luo, Y.X. Cui, Y.P. Liu, Linfu Xie","doi":"10.1109/ATEE52255.2021.9425207","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425207","url":null,"abstract":"The grading rings working in complex environment are often reported with corona discharge. Their surfaces are often found with non_ideal surface morphology affected by wind erosion and/or dirt accumulation. To reduce corona discharge of these grading rings operated online, two anti-corona schemes, grinding and RTV(Room Temperature Vulcanized Silicone Rubber) coating, are proposed. Through analyzing the simulation results, it is found that the two schemes can improve the surface electric field to achieve the purpose of anti-corona. After comparing the two schemes, RTV coating scheme shows more obvious to reduce the maximum electric field intensity of the surface than the grinding scheme, and RTV coating is easier than grinding to be implemented in engineering practice.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115942936","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
Concentrated Magnetic Nanofluids for Use as Liquid Core: Magnetic and Transport Properties 用作液芯的浓缩磁性纳米流体:磁性和输运性质
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425139
F. Stoian, S. Holotescu, D. Susan-Resiga, O. Marinica
In this paper the results of the investigations on the magnetic and transport properties (rheological, thermal and electrical) of a set of concentrated magnetic nanofluid samples, prepared for use as liquid core in a planar micro-transformer are presented. The potential advantages with reference to the corresponding properties that a ferrite core should fulfill are outlined.
本文介绍了一组用于平面微型变压器液芯的浓缩磁性纳米流体样品的磁性和输运性质(流变学、热学和电学)的研究结果。根据铁氧体铁芯应具备的相应性能,概述了铁氧体铁芯的潜在优点。
{"title":"Concentrated Magnetic Nanofluids for Use as Liquid Core: Magnetic and Transport Properties","authors":"F. Stoian, S. Holotescu, D. Susan-Resiga, O. Marinica","doi":"10.1109/ATEE52255.2021.9425139","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425139","url":null,"abstract":"In this paper the results of the investigations on the magnetic and transport properties (rheological, thermal and electrical) of a set of concentrated magnetic nanofluid samples, prepared for use as liquid core in a planar micro-transformer are presented. The potential advantages with reference to the corresponding properties that a ferrite core should fulfill are outlined.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"228 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131419140","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
Temperature Influence on the Performances of a PZT-5H Piezoelectric Harvester 温度对PZT-5H压电采集器性能的影响
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425102
C. Borzea, A. Morega, D. Comeagă, Yelda Veli
Temperature can affect the performances of a piezoelectric transducer, and temperature fluctuations can contribute to additional variability in the response, both in terms of natural mechanical frequency and electric output. The paper aims to assess these influences of thermal conditions on the performances of a piezoelectric harvester, using Finite Element Method simulations. The material of the piezoelectric wafers is PZT-5H (soft lead zirconate titanate), with improved performances for energy harvesting over other materials. In spite of its improved piezoelectric effect, this one can be less stable with temperature variations. Before harnessing the vibrations of any equipment subjected to important thermal effects during operation, temperature has to be measured in the mounting spot. The temperature, here, is $-30^{circ}mathrm{C}$ to $100^{circ}mathrm{C}$. The paper aims to assess how the working temperature of the targeted machinery influences the response of the harvester.
温度会影响压电换能器的性能,温度波动会导致响应的额外变化,无论是在自然机械频率还是电输出方面。本文旨在通过有限元模拟来评估热条件对压电收割机性能的影响。压电晶片的材料是PZT-5H(软锆钛酸铅),与其他材料相比,具有更好的能量收集性能。尽管压电效应得到了改善,但随着温度的变化,这种材料的稳定性会降低。在利用在运行过程中受到重要热效应影响的任何设备的振动之前,必须在安装点测量温度。这里的温度是$-30^{circ} mathm {C}$到$100^{circ} mathm {C}$。本文旨在评估目标机械的工作温度如何影响收割机的响应。
{"title":"Temperature Influence on the Performances of a PZT-5H Piezoelectric Harvester","authors":"C. Borzea, A. Morega, D. Comeagă, Yelda Veli","doi":"10.1109/ATEE52255.2021.9425102","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425102","url":null,"abstract":"Temperature can affect the performances of a piezoelectric transducer, and temperature fluctuations can contribute to additional variability in the response, both in terms of natural mechanical frequency and electric output. The paper aims to assess these influences of thermal conditions on the performances of a piezoelectric harvester, using Finite Element Method simulations. The material of the piezoelectric wafers is PZT-5H (soft lead zirconate titanate), with improved performances for energy harvesting over other materials. In spite of its improved piezoelectric effect, this one can be less stable with temperature variations. Before harnessing the vibrations of any equipment subjected to important thermal effects during operation, temperature has to be measured in the mounting spot. The temperature, here, is $-30^{circ}mathrm{C}$ to $100^{circ}mathrm{C}$. The paper aims to assess how the working temperature of the targeted machinery influences the response of the harvester.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121580904","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: 4
Hydrophobic Protective Coatings Based on Functionalized SiO2 for Wind Devices Applications 基于功能化SiO2的风电设备疏水防护涂层
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425214
E. Chitanu, T. Malaeru, M. Codescu, C. Banciu, V. Marinescu
This work presents the synthesis of monodisperse silica functionalized nanoparticles, with suitable properties for multilayer coatings organo-functionalized oxide type. Silicon dioxide (SiO2) functionalized with 1H, 1H, 2H, 2HPerfluorooctyltriethoxysilane (PFOTS) has superhydrophobic properties (contact angle up to 150°) and, applied on painted surface, improves the hydrophobic properties of multilayer coatings, by contact angle increase from 77° for paint up to 127° for the multilayer / paint system.
本工作介绍了单分散二氧化硅功能化纳米颗粒的合成,具有适合多层涂层的有机功能化氧化物类型。全氟辛基三乙基氧基硅烷(PFOTS)具有超疏水性(接触角可达150°),应用于涂料表面,通过将多层涂料的接触角从77°增加到127°,改善了多层涂料的疏水性。
{"title":"Hydrophobic Protective Coatings Based on Functionalized SiO2 for Wind Devices Applications","authors":"E. Chitanu, T. Malaeru, M. Codescu, C. Banciu, V. Marinescu","doi":"10.1109/ATEE52255.2021.9425214","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425214","url":null,"abstract":"This work presents the synthesis of monodisperse silica functionalized nanoparticles, with suitable properties for multilayer coatings organo-functionalized oxide type. Silicon dioxide (SiO2) functionalized with 1H, 1H, 2H, 2HPerfluorooctyltriethoxysilane (PFOTS) has superhydrophobic properties (contact angle up to 150°) and, applied on painted surface, improves the hydrophobic properties of multilayer coatings, by contact angle increase from 77° for paint up to 127° for the multilayer / paint system.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125247971","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
Convolutional Neural Network Hyperparameters optimization for Facial Emotion Recognition 面部情绪识别的卷积神经网络超参数优化
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425073
A. Vulpe-Grigorasi, O. Grigore
This paper presents a method of optimizing the hyperparameters of a convolutional neural network in order to increase accuracy in the context of facial emotion recognition. The optimal hyperparameters of the network were determined by generating and training models based on Random Search algorithm applied on a search space defined by discrete values of hyperparameters. The best model resulted was trained and evaluated using FER2013 database, obtaining an accuracy of 72.16%.
本文提出了一种优化卷积神经网络超参数的方法,以提高面部情绪识别的准确性。在超参数离散值定义的搜索空间中,采用随机搜索算法生成和训练模型,确定网络的最优超参数。采用FER2013数据库对最佳模型结果进行训练和评价,准确率为72.16%。
{"title":"Convolutional Neural Network Hyperparameters optimization for Facial Emotion Recognition","authors":"A. Vulpe-Grigorasi, O. Grigore","doi":"10.1109/ATEE52255.2021.9425073","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425073","url":null,"abstract":"This paper presents a method of optimizing the hyperparameters of a convolutional neural network in order to increase accuracy in the context of facial emotion recognition. The optimal hyperparameters of the network were determined by generating and training models based on Random Search algorithm applied on a search space defined by discrete values of hyperparameters. The best model resulted was trained and evaluated using FER2013 database, obtaining an accuracy of 72.16%.","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114778378","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: 15
Improved QPSO with Selected Random Mean for Electromagnetic Problems 基于选择随机均值的电磁问题改进QPSO
Pub Date : 2021-03-25 DOI: 10.1109/ATEE52255.2021.9425159
A. Duca
A new QPSO (Quantum-behaved Particle Swarm Optimization) with selected random mean is proposed in this paper for solving electromagnetic optimization problems. The selection procedure is a probabilistic mechanism indirectly based on the fitness measure of the solutions, solutions which are candidates for the QPSO mean term. The selection is controlled through a locality search parameter which is adapted during the optimization process to improve the overall performance of the algorithm. To test the performances two benchmark electromagnetic functions are considered, namely TEAM22 and Loney’s solenoid
针对电磁优化问题,提出了一种具有选择随机均值的量子粒子群优化算法。选择过程是一种间接基于解的适应度度量的概率机制,这些解是QPSO平均项的候选解。通过在优化过程中调整局部搜索参数来控制选择,以提高算法的整体性能。为了测试性能,考虑了两个基准电磁功能,即TEAM22和Loney 's螺线管
{"title":"Improved QPSO with Selected Random Mean for Electromagnetic Problems","authors":"A. Duca","doi":"10.1109/ATEE52255.2021.9425159","DOIUrl":"https://doi.org/10.1109/ATEE52255.2021.9425159","url":null,"abstract":"A new QPSO (Quantum-behaved Particle Swarm Optimization) with selected random mean is proposed in this paper for solving electromagnetic optimization problems. The selection procedure is a probabilistic mechanism indirectly based on the fitness measure of the solutions, solutions which are candidates for the QPSO mean term. The selection is controlled through a locality search parameter which is adapted during the optimization process to improve the overall performance of the algorithm. To test the performances two benchmark electromagnetic functions are considered, namely TEAM22 and Loney’s solenoid","PeriodicalId":359645,"journal":{"name":"2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116079343","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
2021 12th International Symposium on Advanced Topics in Electrical Engineering (ATEE)
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