IEEJ Transactions on Electrical and Electronic Engineering最新文献

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Modeling and Parameter Identification Methods for Static Energetic Hysteresis Permeance Model and Effectiveness Evaluation 静态能量滞回渗透模型建模、参数辨识方法及有效性评价
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-10-31 DOI: 10.1002/tee.70206
Bin Chen, Ming Zhang, Yibo Chen
{"title":"Modeling and Parameter Identification Methods for Static Energetic Hysteresis Permeance Model and Effectiveness Evaluation","authors":"Bin Chen,&nbsp;Ming Zhang,&nbsp;Yibo Chen","doi":"10.1002/tee.70206","DOIUrl":"https://doi.org/10.1002/tee.70206","url":null,"abstract":"<p>A transformer model that considers the hysteresis effect of the iron core is crucial for accurately simulating electromagnetic transient processes such as DC bias, inrush current, and short-circuit faults in transformers. The core hysteresis permeance model based on the permeance-capacitance analogy is suitable for transformer simulation due to its reasonable energy analogy and strong electromagnetic information representation. However, framework structures and solution methods vary with different hysteresis models, affecting simulation accuracy. This paper comprehensively evaluates three hysteresis permeance models. First, the modeling process via permeance-capacitance analogy is summarized. Building upon existing Preisach and Jiles-Atherton (J-A) models, a static Energetic hysteresis permeance model is established to better reflect microscopic magnetization characteristics. Then, comparative analyses are conducted regarding parameter identification difficulty, parameter quantity, and hysteresis loop accuracy for different core materials. Finally, fixed-step and variable-step algorithms are employed to evaluate solution data distribution, computational efficiency, and simulation stability over multiple cycles. The simulation discrepancies are systematically analyzed considering inherent characteristics of each hysteresis model. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"994-1006"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247776","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Network Reconfiguration Method Considering Probabilistic Operation of SVR in a Distribution System 考虑配电系统SVR概率操作的网络重构方法
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-12-03 DOI: 10.1002/tee.70223
Riki Hanashiro, Takao Tsuji, Eito Moriuchi, Naoki Fujita, Kazunari Ishibashi
{"title":"Network Reconfiguration Method Considering Probabilistic Operation of SVR in a Distribution System","authors":"Riki Hanashiro,&nbsp;Takao Tsuji,&nbsp;Eito Moriuchi,&nbsp;Naoki Fujita,&nbsp;Kazunari Ishibashi","doi":"10.1002/tee.70223","DOIUrl":"https://doi.org/10.1002/tee.70223","url":null,"abstract":"<p>Owing to the inherent uncertainty of photovoltaic (PV) output fluctuations, power-flow management and voltage regulation are critical in distribution systems with a high penetration of PV generation. Although network reconfiguration is a promising approach to address these challenges, it requires system operators to estimate the system states owing to the lack of enough sensors to directly monitor the power-flow conditions in distribution systems. The authors have previously developed a probabilistic state estimation technique that accounts for load and PV output uncertainties; however, this technique did not consider the voltage-control equipment within the distribution system. Therefore, this paper presents a novel network-reconfiguration method that incorporates the control effect of step voltage regulators (SVRs). The proposed method optimizes the SVR output voltage using the probability distribution of the voltage profile in conjunction with the optimal network reconfiguration. Numerical simulations on a modified IEEE 33-bus system model demonstrate that the proposed method reduces distribution power loss while satisfying the voltage-violation probability. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"1028-1038"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flexible Constraint Model Predictive Current Control of SMPMSM Drives with Switching Frequency Reduction 开关降频SMPMSM驱动的柔性约束模型预测电流控制
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-11-19 DOI: 10.1002/tee.70221
Yanan Zhou, Tong Liu, Kun Li, Xintian Liu, Yao He, Xinxin Zheng
{"title":"Flexible Constraint Model Predictive Current Control of SMPMSM Drives with Switching Frequency Reduction","authors":"Yanan Zhou,&nbsp;Tong Liu,&nbsp;Kun Li,&nbsp;Xintian Liu,&nbsp;Yao He,&nbsp;Xinxin Zheng","doi":"10.1002/tee.70221","DOIUrl":"https://doi.org/10.1002/tee.70221","url":null,"abstract":"<p>To achieve double-objective optimization of the current performance and inverter switching frequency for surface mounted permanent magnet synchronous motor drives, a flexible constraint model predictive current control is proposed based on a hybrid voltage vector. The cost function includes current performance, which is transformed into a form that relates only to the phase of the voltage vector while satisfying optimal amplitude. Then, the candidate voltage space is derived based on the preset flexible constraint of the cost function. Moreover, the principles for selecting the optimal voltage vector from the space are presented to reduce the switching frequency of the inverter. With this method, controllable and consistent current performance under various operating conditions can be achieved, while the switching frequency of the inverter is effectively reduced. In addition, the proposed method avoids the use of the weighting factor. The comparative experimental tests are implemented to demonstrate the effectiveness of the proposed method. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"1109-1116"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Semi-Supervised FDIA Localization via Temporal-Frequency Contrastive Learning 基于时间-频率对比学习的半监督FDIA定位
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-11-19 DOI: 10.1002/tee.70217
Dingyan Hua, Luliang Zhang
{"title":"Semi-Supervised FDIA Localization via Temporal-Frequency Contrastive Learning","authors":"Dingyan Hua,&nbsp;Luliang Zhang","doi":"10.1002/tee.70217","DOIUrl":"https://doi.org/10.1002/tee.70217","url":null,"abstract":"<p>Precise localization of False Data Injection Attacks (FDIAs) in smart grids is crucial for reliable state estimation and secure operation. The scarcity of labeled attack data hampers fully supervised approaches. This work introduces a semi-supervised learning framework leveraging both limited labeled and abundant unlabeled sensor signals. Our dual-path architecture extracts temporal dynamics from raw sensor time-series and frequency signatures via Fast Fourier Transform. Supervised temporal-frequency contrastive learning enhances feature discriminability for labeled data, while unsupervised contrastive learning and pseudo-labeling exploit unlabeled data. Experimental results demonstrate significantly improved FDIA localization accuracy even with severely limited labeled samples. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"1123-1125"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Odor Sensing System for Safety, Security, and Well-Being 用于安全、安保和福祉的气味传感系统
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2026-05-31 DOI: 10.1002/tee.70326
Takeshi Onodera, Yuanchang Liu
{"title":"Odor Sensing System for Safety, Security, and Well-Being","authors":"Takeshi Onodera,&nbsp;Yuanchang Liu","doi":"10.1002/tee.70326","DOIUrl":"https://doi.org/10.1002/tee.70326","url":null,"abstract":"<p>Over four decades after the concept of the electronic nose was introduced, odor sensing systems have emerged as promising technologies for safety, security, and well-being. Despite significant research progress, their commercial adoption remains limited. This review provides a systematic overview of odor sensing principles, sensor architectures, and electronic nose systems, and highlights recent advances in data-driven approaches for sensor information processing. Furthermore, it provides insights into future developments for integrating odor sensing with advanced information processing and AI technologies to enable practical applications that contribute to safety, security, and well-being. © 2026 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"972-986"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/tee.70326","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","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 Study on the Design of Grading Electrodes in Water-Cooling System of HVDC to Eliminate Corrosion of Aluminum Heat Sinks 高压直流水冷系统中防止铝散热器腐蚀的分级电极设计研究
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-11-14 DOI: 10.1002/tee.70220
Binxian Lu, Ronghao Shen, Ziang Liu, Fei Liang, Wenbo Zhou, Gengkun Tang
{"title":"The Study on the Design of Grading Electrodes in Water-Cooling System of HVDC to Eliminate Corrosion of Aluminum Heat Sinks","authors":"Binxian Lu,&nbsp;Ronghao Shen,&nbsp;Ziang Liu,&nbsp;Fei Liang,&nbsp;Wenbo Zhou,&nbsp;Gengkun Tang","doi":"10.1002/tee.70220","DOIUrl":"https://doi.org/10.1002/tee.70220","url":null,"abstract":"<p>The corrosion of aluminum heat sinks by leakage currents in different branch pipes is identified as the primary cause of deposition on the surfaces of grading electrodes in the cooling water system in high voltage direct current converter valves. Up to now, the effect of the parameters of grading electrodes on corrosion is not completely understood and the corrosion suppression is limited. A three-dimensional quasi-static electric field finite element method model was built. The influence of grading electrode radii on leakage currents was analyzed. The optimal installation positions of the grading electrodes under different electrode radii were determined. Their relationships were fitted using polynomial functions. A novel and practical configuration for grading electrode arrangement was proposed. The suppression efficiency of the total leakage current is up to 99.69%. This proposed method can be utilized for the optimal design of grading electrodes in the cooling systems of high-voltage direct current converter valves. The problems of corrosion and deposition in converter valves may be resolved in the future. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"987-993"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Image Encryption Based on Graph Wavelet Filter Bank 基于图小波滤波器组的图像加密
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-10-30 DOI: 10.1002/tee.70207
Chun-Yan Song
{"title":"Image Encryption Based on Graph Wavelet Filter Bank","authors":"Chun-Yan Song","doi":"10.1002/tee.70207","DOIUrl":"https://doi.org/10.1002/tee.70207","url":null,"abstract":"<p>Graph representation of a signal considers the relationship among signal values, and graph wavelet filter bank provides a way for the multiscale transform of a graph signal. In this paper, we propose an image encryption method based on the graph wavelet filter bank and the spatiotemporal chaotic map. Specifically, the image is considered a regular graph signal. After the image decomposition with graph wavelet filter bank, the coefficients of each graph wavelet subband are permuted by using the NCA (Nonlinear Chaotic Algorithm) map, and then the coefficients of the approximate subband are diffused with the spatiotemporal chaos. Finally, in order to enhance the security, we apply the diffusion operation based on the spatiotemporal chaos to the reconstructed image. The performance of the proposed method is verified with the experiments on benchmark images. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"1049-1062"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Harmonic Current Suppression in Six-Phase PMSM Using Virtual Voltage Vector Modulation 虚电压矢量调制抑制六相PMSM谐波电流
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-12-08 DOI: 10.1002/tee.70210
Xiangjun Wang, Yancheng Liu, Haohao Guo, Fengkui Zhang, Lin Zhu, Jingguo Fu
{"title":"Harmonic Current Suppression in Six-Phase PMSM Using Virtual Voltage Vector Modulation","authors":"Xiangjun Wang,&nbsp;Yancheng Liu,&nbsp;Haohao Guo,&nbsp;Fengkui Zhang,&nbsp;Lin Zhu,&nbsp;Jingguo Fu","doi":"10.1002/tee.70210","DOIUrl":"https://doi.org/10.1002/tee.70210","url":null,"abstract":"<p>In this paper, a virtual voltage vector (VV) modulation model predictive control harmonic control strategy (MPCHCS) with current prediction delay compensation is proposed to suppress the existing current harmonics in the traditional virtual voltage vector model predictive control (VVMPC) of a six-phase permanent magnet synchronous motor (SP-PMSM). To address the harmonics generated in VVMPC due to the prolonged effective VV action time and current prediction delay, this paper first effectively suppresses the harmonic currents in the x-y plane by pre-synthesizing the VV control set. Then, the hysteresis error in the prediction process is eliminated by utilizing the compensation of the current prediction delay. Additionally, a zero-vector insertion VV duty cycle modulation method is proposed to further suppress the harmonics caused by the over-excitation of the current response. Finally, through experimental comparison with three benchmark algorithms, the suppression effects of the MPCHCS strategy on x-y plane harmonic currents, phase current harmonics, torque pulsations, and speed fluctuations are verified, specifically, the phase current (Total Harmonic Distortion, THD) and x-y plane harmonic current content are reduced by 62.4% and 63.5%, respectively, compared with the VVMPC scheme. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"1039-1048"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-Performance Hardware/Software Co-Design for Text Extraction Using Optimized Gamma Correction in Video Decoding 视频解码中使用优化伽马校正的文本提取的高性能硬件/软件协同设计
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-10-28 DOI: 10.1002/tee.70192
Ahmed Ben Atitallah, Meshari D. Alanazi, Turki M. Alanazi, Khaled Kaaniche, Mohammed Albekairi
{"title":"High-Performance Hardware/Software Co-Design for Text Extraction Using Optimized Gamma Correction in Video Decoding","authors":"Ahmed Ben Atitallah,&nbsp;Meshari D. Alanazi,&nbsp;Turki M. Alanazi,&nbsp;Khaled Kaaniche,&nbsp;Mohammed Albekairi","doi":"10.1002/tee.70192","DOIUrl":"https://doi.org/10.1002/tee.70192","url":null,"abstract":"<p>This paper introduces an advanced Hardware/Software (HW/SW) co-design that makes it possible to extract text from decompressed video sequences in real-time, even when the videos are encoded using video coding. The design tackles the tricky computational challenges of video decoding and text extraction by embedding the Gamma Correction Method (GCM) directly into the video decoder. Furthermore, we develop an upgraded version of the GCM, known as the Optimized GCM, to enhance performance and reduce computational demands. Specialized hardware accelerators handle the computation-heavy parts of the optimized GCM. We then integrate these hardware modules as co-processors alongside the ARM Cortex-A53 processor via an AXI-stream interface. Finally, we tested the entire HW/SW system on the ZCU102 embedded kit. The proposed HW/SW co-design for the optimized GCM slashes processing time by a staggering 96% compared to a software-only implementation of the same approach. Even better, this time-saving boost doesn't sacrifice accuracy, as both methods achieve identical F-Measure values for text extraction. These findings showcase just how effective this HW/SW design is for handling the heavy computational workload of real-time text extraction from videos. They also highlight the potential of combining hardware accelerators with optimized algorithms to improve video processing systems in embedded environments. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"1075-1084"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved Core Loss Model for Permanent Magnet Assisted Axial Flux High-Speed Switched Reluctance Motor 改进的永磁辅助轴向磁通高速开关磁阻电机铁心损耗模型
IF 1.1 4区 工程技术
IEEJ Transactions on Electrical and Electronic Engineering Pub Date : 2026-06-14 Epub Date: 2025-11-17 DOI: 10.1002/tee.70219
Lukuan Qiao, Aimin Liu
{"title":"Improved Core Loss Model for Permanent Magnet Assisted Axial Flux High-Speed Switched Reluctance Motor","authors":"Lukuan Qiao,&nbsp;Aimin Liu","doi":"10.1002/tee.70219","DOIUrl":"https://doi.org/10.1002/tee.70219","url":null,"abstract":"<p>The permanent magnet assisted axial flux high-speed switched reluctance motor (PMA-AFHSRM) has attracted growing interest for its high torque density and low torque ripple. However, accurately predicting core loss remains challenging due to the non-sinusoidal and multidirectional magnetic flux inherent in the PMA-AFHSRM. To address this, a multi-region layered sampling approach that accounts for rotor dislocation is adopted to analyze the magnetic field characteristics at typical core locations. Based on this, a 3D orthogonal flux decomposition-based loss model is developed, incorporating high-order harmonics, frequency-dependent eddy current corrections, and minor hysteresis loops identified by an improved rainflow counting method (IRCM). The proposed method is applied to a 20 000 r/min PMA-AFHSRM and validated through experimental measurements at various speeds, with finite element analysis (FEA) results included for comparison. The results show that the proposed method achieves a maximum deviation of less than 5% across all tested speeds, demonstrating better accuracy than the FEA. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"21 7","pages":"1098-1108"},"PeriodicalIF":1.1,"publicationDate":"2026-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148247772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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