IEEE Open Journal of the Industrial Electronics Society最新文献

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Mixed Redundancy Strategy for Modular Multilevel Converters in High-Power Applications 大功率应用中模块化多电平转换器的混合冗余策略
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-24 DOI: 10.1109/OJIES.2024.3415007
Miad Ahmadi;Aditya Shekhar;Pavol Bauer
{"title":"Mixed Redundancy Strategy for Modular Multilevel Converters in High-Power Applications","authors":"Miad Ahmadi;Aditya Shekhar;Pavol Bauer","doi":"10.1109/OJIES.2024.3415007","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3415007","url":null,"abstract":"Modular multilevel converters are favorable for efficiently operating high-power usages. The required number of components significantly increases when higher modularity is introduced for the given voltage level, thus reducing the system's reliability. This article suggests a mixed redundancy strategy (MRS) that combines the operational concepts using active and spare redundant submodules. It is shown that more than 50% higher B10 lifetime (the point in time when the system has a 90% probability of survival) is achievable as compared to reliability improvement using fixed-level active redundancy strategy, load-sharing active redundancy strategy, and standby redundancy strategy with the same number of redundant submodules. The tradeoff between operational efficiency and investment cost is explored to define the boundary for selecting the MRS over other redundancy strategies with varying dc-link voltages and average converter loading, considering a ten-year payback period and equivalent B10 lifetime. The change in viability boundary for the MRS is established with increasing B10 lifetime and its sensitivity to power electronic component costs and assumed failure rate. The effect of power capacity with a higher switch current rating is evaluated. Also, the Monte Carlo simulation methodology is proposed to evaluate the practicality and effectiveness of the proposed MRS scheme. Finally, the insights of this study are applied to existing literature.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"535-546"},"PeriodicalIF":5.2,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10570455","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141448035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal Robust Time-Domain Feature-Based Bearing Fault and Stator Fault Diagnosis 基于时域特征的最佳鲁棒轴承故障和定子故障诊断
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-21 DOI: 10.1109/OJIES.2024.3417401
G. Geetha;P. Geethanjali
{"title":"Optimal Robust Time-Domain Feature-Based Bearing Fault and Stator Fault Diagnosis","authors":"G. Geetha;P. Geethanjali","doi":"10.1109/OJIES.2024.3417401","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3417401","url":null,"abstract":"In machine learning, the extraction of features is necessary for intelligent motor fault diagnosis. In industrial applications, it is necessary to identify the optimal number of features to differentiate various types of fault characteristics with less computational complexity and cost. However, motor fault diagnosis for real-time applications has challenges in capturing characteristics due to variations in speed, load, force, run-to-failure state as well as the type of the motor and its parts. The deep learning techniques that automatically extract features and perform classification have algorithmic complexity. In this work, the authors address these challenges by: 1) selecting and ensembling optimal time-domain features that are capable of identifying motor faults using current signals of the permanent magnet synchronous motor (PMSM) in bearing; and 2) investigating the feature ensemble constituting optimal features for robust fault diagnosis in the PMSM bearing as well as the stator and bearing of squirrel cage induction motor (SCIM) for various conditions. The optimal features mean absolute value, simple sign integral, and waveform length yields 99.8% and 100% for bearing fault and stator fault diagnosis, respectively, in PMSM. These features show 100% accuracy for identification of fault in SCIM and 98.2% accuracy in the run-to-failure state.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"562-574"},"PeriodicalIF":5.2,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10568251","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141500307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthesis and Comparison of Soft-Switched Operating Modes of a Series Resonant Balancing Converter for Bipolar DC Grids 双极直流电网串联谐振平衡转换器软开关工作模式的合成与比较
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-19 DOI: 10.1109/OJIES.2024.3412990
Sachin Yadav;Pavol Bauer;Zian Qin
{"title":"Synthesis and Comparison of Soft-Switched Operating Modes of a Series Resonant Balancing Converter for Bipolar DC Grids","authors":"Sachin Yadav;Pavol Bauer;Zian Qin","doi":"10.1109/OJIES.2024.3412990","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3412990","url":null,"abstract":"This article discusses the various operating modes of a series resonant balancing converter for bipolar dc grids. It is shown that the converter can be operated in both the capacitive and inductive regions with respect to the resonant frequency of the \u0000<italic>LC</i>\u0000 tank. Furthermore, concerning the pulse width modulation signals to the switches, the converter can either be operated by controlling the phase shift between the converter half bridge legs or the duty cycle of the half bridges. A qualitative comparison of the different modes proves that a) the phase shift modes have better soft switching capabilities, b) the capacitive phase shift mode can show zero voltage switching at switch turn-\u0000<sc>on</small>\u0000 in the whole operating range, c) the losses in case of capacitive phase shift mode shows best performance at low load power, d) the inductive region power modes show lower rms current for the same power flow compared with capacitive region modes which lead to lower losses at higher output power. The simulation and experimental results depict the operation of all the modes. Finally, a prototype is designed to validate all operating modes, demonstrating \u0000<inline-formula><tex-math>$&gt;$</tex-math></inline-formula>\u000099% system efficiency at 1.75 kW.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"547-561"},"PeriodicalIF":5.2,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10565810","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141474897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-Time Capable Thermal Model of an Automotive Permanent Magnet Synchronous Machine 可实时运行的汽车永磁同步电机热模型
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-12 DOI: 10.1109/OJIES.2024.3413331
Martin Stefan Baumann;Andreas Steinboeck;Wolfgang Kemmetmüller;Andreas Kugi
{"title":"Real-Time Capable Thermal Model of an Automotive Permanent Magnet Synchronous Machine","authors":"Martin Stefan Baumann;Andreas Steinboeck;Wolfgang Kemmetmüller;Andreas Kugi","doi":"10.1109/OJIES.2024.3413331","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3413331","url":null,"abstract":"Excessive temperatures can lead to accelerated aging and irreversible damage in electric machines. Therefore, real-time temperature monitoring is vital for highly utilized electric machines in automotive drives to ensure that temperatures are within safe operating limits during operation. Installing temperature sensors on all critical parts would incur too much cost. Hence, model-based real-time temperature monitoring is a preferred solution. Recent publications typically utilize low-dimensional lumped-parameter thermal networks. This article presents a modeling method for a permanent magnet synchronous machine (PMSM), where the thermal model is derived using the finite-volume method. The model is calibrated with measurement data. A model-order reduction method is applied, which significantly reduces the computational costs of the model while preserving important (uncertain) parameters, such as heat transfer coefficients. Experimental results for different load cycles of the considered machine validate the feasibility and accuracy of the proposed model. Finally, comparing the model with measured temperatures at positions not used for calibration shows that the proposed method accurately captures the temperature distribution in the whole machine without changing the model structure.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"501-516"},"PeriodicalIF":5.2,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10555127","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141435442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Formal Verification of Nonfunctional Requirements of Overall Instrumentation and Control Architectures 整体仪表和控制架构非功能性要求的形式化验证
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-12 DOI: 10.1109/OJIES.2024.3413568
Polina Ovsiannikova;Antti Pakonen;Dmitry Muromsky;Maksim Kobzev;Viktor Dubinin;Valeriy Vyatkin
{"title":"Formal Verification of Nonfunctional Requirements of Overall Instrumentation and Control Architectures","authors":"Polina Ovsiannikova;Antti Pakonen;Dmitry Muromsky;Maksim Kobzev;Viktor Dubinin;Valeriy Vyatkin","doi":"10.1109/OJIES.2024.3413568","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3413568","url":null,"abstract":"The design of safety-critical cyber–physical systems requires a rigorous check of their operation logic, as well as an analysis of their overall instrumentation and control (I&C) architectures. In this article, we focus on the latter and use formal verification methods to reason about the correctness of an I&C architecture represented with an ontology, using the example of a nuclear power plant design. A safe nuclear power plant must comply with the defense-in-depth principle, which introduces constraints on the physical and functional components of the I&C systems it consists of. This work presents a method for designing nonfunctional requirements using function block diagrams, its definition using logical programming, and demonstrates its implementation in a graphical tool, FBQL. The tool takes as input an ontology representing the I&C architecture to be checked and allows visual design of complex nonfunctional requirements as well as explanation of the results of the checks.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"616-631"},"PeriodicalIF":5.2,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10555152","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141500259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Relevance of Large Language Models for Project Management 大型语言模型对项目管理的意义
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-11 DOI: 10.1109/OJIES.2024.3412222
Stamatis Karnouskos
{"title":"The Relevance of Large Language Models for Project Management","authors":"Stamatis Karnouskos","doi":"10.1109/OJIES.2024.3412222","DOIUrl":"10.1109/OJIES.2024.3412222","url":null,"abstract":"The rise of artificial intelligence, particularly the emergence of large language models (LLMs) like ChatGPT, continuously reveals numerous advantages across various domains. However, the area of project management has not yet been sufficiently explored. This study fills the research gap by conducting an empirical evaluation of three well-known LLMs: OpenAI's ChatGPT-3.5 and ChatGPT-4, as well as Google's Bard. The evaluation involves subjecting these LLMs to tests designed to prepare professionals for project management certification by the Project Management Institute. The findings cast a positive light on all three LLMs, with each model achieving scores exceeding 82%. Key insights acquired include: LLMs demonstrate the ability to effectively answer project management certification exam questions; LLMs and project managers should be viewed as a dynamic and complementary partnership; and project management certification should evolve to include an assessment of how project managers collaborate with LLMs to enhance project management.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"758-768"},"PeriodicalIF":5.2,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10553643","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141940427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lower Extremity Exoskeleton for Human Spinal Cord Injury: A Comprehensive Review 用于人类脊髓损伤的下肢外骨骼:全面综述
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-11 DOI: 10.1109/OJIES.2024.3412809
Tianci Wang;Zaixin Song;Hao Wen;Chunhua Liu
{"title":"Lower Extremity Exoskeleton for Human Spinal Cord Injury: A Comprehensive Review","authors":"Tianci Wang;Zaixin Song;Hao Wen;Chunhua Liu","doi":"10.1109/OJIES.2024.3412809","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3412809","url":null,"abstract":"Locomotion disorder caused by spinal cord injury (SCI) leads to a considerably decreased quality of people's lives. Although there are no known cure methods for SCI, a lower extremity exoskeleton (LEE) has a perspective to restore the locomotion ability of SCI patients. Statistics show that the number of published articles on LEEs has exponentially increased over the past 20 years; however, no reviews have been conducted to summarize these studies comprehensively. To fill up this open gap, a comprehensive review from engineering to clinical standpoint is carried out, which is based on the preferred reporting items for systematic reviews and meta-analyses’ methods, including their structural designs, drive forms, control methods, and clinical assessments. A systematic discussion among them is performed while considering the main scientific and technical aspects. The analysis indicates that the actuator configuration, motor selection, state transition, trajectory tracking, transparency implementation, and clinical factor design in exoskeleton development are full of challenges, which should be investigated in more technical efforts in the future.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"575-595"},"PeriodicalIF":5.2,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10552905","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141500219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Framework for the Generation of Monitor and Plant Model From Event Logs Using Process Mining for Formal Verification of Event-Driven Systems 利用流程挖掘从事件日志生成监控器和工厂模型的框架,用于事件驱动系统的形式化验证
IF 5.2
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-05 DOI: 10.1109/OJIES.2024.3406059
Midhun Xavier;Victor Dubinin;Sandeep Patil;Valeriy Vyatkin
{"title":"A Framework for the Generation of Monitor and Plant Model From Event Logs Using Process Mining for Formal Verification of Event-Driven Systems","authors":"Midhun Xavier;Victor Dubinin;Sandeep Patil;Valeriy Vyatkin","doi":"10.1109/OJIES.2024.3406059","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3406059","url":null,"abstract":"This article proposes a method for the automatic generation of a plant model and monitoring using process mining algorithms based on recorded event logs. The behavioral traces of the system are captured by recording event logs during plant operation in either manual control mode or with an automatic controller. Process discovery algorithms are then applied to extract the logic of the process behavior properties from the recorded event logs. The result is represented as a Petri net, which is used to construct the state machine of the plant model and monitor and is in accordance with the IEC 61499 Standard. The monitor is implemented as a function block and can be deployed in real time to trigger an error signal whenever there is a deviation from the actual process scenario. The plant model and controller are connected in a closed loop and are used for the formal verification of the system with the help of the “fb2smv” converter and symbolic model checking tool NuSMV.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"517-534"},"PeriodicalIF":5.2,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10550182","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141447949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Grid Forming Inverter With Increased Short-Circuit Contribution to Address Inverter-Based Microgrid Protection Challenges 成网逆变器具有更强的短路贡献能力,可应对基于逆变器的微电网保护挑战
IF 8.5
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-06-03 DOI: 10.1109/OJIES.2024.3406915
Maximiliano Ferrari;Leon M. Tolbert;Emilio C. Piesciorovsky
{"title":"Grid Forming Inverter With Increased Short-Circuit Contribution to Address Inverter-Based Microgrid Protection Challenges","authors":"Maximiliano Ferrari;Leon M. Tolbert;Emilio C. Piesciorovsky","doi":"10.1109/OJIES.2024.3406915","DOIUrl":"https://doi.org/10.1109/OJIES.2024.3406915","url":null,"abstract":"Substantial differences in fault levels between grid-tied and islanded modes is one of the primary challenges of microgrid protection. During grid-tied mode, the bulk grid provides significant short-circuit, while during islanded operation the short-circuit magnitude is small due to inverter-based resources limiting their current output close to nominal ratings. Consequently, conventional distribution protection strategies based on overcurrent cannot reliably protect microgrids when operating in islanded mode. Fuses and circuit breakers are particularly affected because of their inverse characteristics. Presently, the absence of affordable solutions for protecting microgrids in islanded mode leads to microgrids shutting down during electrical faults. The contribution of this article is two-fold. The first innovation proposes specific hardware modifications to grid-forming inverters to increase their short-circuit current during electrical faults. The second innovation introduces a novel control strategy designed to preserve control stability margins even when the grid-filter saturates, ensuring sinusoidal output currents under normal and fault conditions. Through experimental results, the inverter with the proposed modifications can provide more than three-times its nominal current during electrical faults. For the prototype testbed, this was sufficient to enable the use of traditional legacy overcurrent protection, achieving the fuse-to-relay and relay-to-relay minimum coordination time for the line-to-ground, line-to-line to ground, and three-phase electrical faults.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"481-500"},"PeriodicalIF":8.5,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10545588","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141430098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HESS Management for Virtual Inertia, Frequency, and Voltage Support Through Off-Board EV Bidirectional Chargers 通过板外电动汽车双向充电器对虚拟惯性、频率和电压支持进行 HESS 管理
IF 8.5
IEEE Open Journal of the Industrial Electronics Society Pub Date : 2024-04-26 DOI: 10.1109/OJIES.2024.3394290
Jhonatan D. Paucara;José Carlos U. Peña;Damian Sal y Rosas
{"title":"HESS Management for Virtual Inertia, Frequency, and Voltage Support Through Off-Board EV Bidirectional Chargers","authors":"Jhonatan D. Paucara;José Carlos U. Peña;Damian Sal y Rosas","doi":"10.1109/OJIES.2024.3394290","DOIUrl":"10.1109/OJIES.2024.3394290","url":null,"abstract":"The massive integration of renewable energies into the grid using fast-response converters without inertia generates issues such as inertia reduction, temporary voltage violations, and power quality reduction. The system inertia reduction is a critical problem that could lead to grid frequency exceeding the acceptable range, resulting in undesirable load-shedding or even large-scale blackouts. To overcome these issues, the use of electric vehicle bidirectional chargers (EVBCs) implementing functionalities such as distributed virtual inertia (VI), long-term frequency support, voltage support by reactive power, and harmonics compensation, has been proposed as a possible solution. This article proposes a novel control strategy to manage a hybrid energy storage system (HESS) composed of dc-link capacitors and battery, through an isolated two-stage ac–dc converter (composed of a dual active bridge resonant type dc–dc converter cascaded to a voltage source inverter), intended for off-board EVBCs. The HESS management allows decoupling of the active power dynamic response since dc-link capacitors supply the fast dynamic response for VI support whereas the battery supplies the slower dynamic response for long-term frequency support, respectively. Hence, the VI support does not affect the battery lifetime. Simulations and experimental results are presented for a 2.5 kW prototype to validate VI, frequency-voltage support along with harmonics compensation.","PeriodicalId":52675,"journal":{"name":"IEEE Open Journal of the Industrial Electronics Society","volume":"5 ","pages":"376-385"},"PeriodicalIF":8.5,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10508895","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140800152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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