Optical Fiber Technology最新文献_第9页

Coupling properties of asymmetric high index contrast soft glass dual-core fiber in C-band c波段非对称高折射率对比软玻璃双芯光纤的耦合特性

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-25 DOI: 10.1016/j.yofte.2025.104211

Jozef Chovan , Miroslav Michalka , František Uherek , Dariusz Pysz , Ryszard Buczyński , Ignác Bugár

{"title":"Coupling properties of asymmetric high index contrast soft glass dual-core fiber in C-band","authors":"Jozef Chovan , Miroslav Michalka , František Uherek , Dariusz Pysz , Ryszard Buczyński , Ignác Bugár","doi":"10.1016/j.yofte.2025.104211","DOIUrl":"10.1016/j.yofte.2025.104211","url":null,"abstract":"<div><div>In this study, we investigate the impact of asymmetry and excitation wavelength on the coupling properties of soft glass dual-core optical fibers. Recent technological advancements have led to the development of high index contrast two-component soft glass dual-core fibers with sufficient symmetry, creating a new platform for nonlinear all-optical switching tasks. However, the nonlinear propagation of femtosecond pulses, which has been experimentally demonstrated, is significantly influenced by the linear optical properties of the fibers, including spectral profiles of dispersion, coupling length, and coupling efficiency. Our contribution extends beyond the novel non-destructive experimental investigation of these properties. We also conduct extensive numerical studies on the linear transmission characteristics. The findings we obtained not only deepen the understanding of the nonlinear experimental results but also provide valuable insights for development of the next generation of dual-core fibers, which will be more suitable for all-optical data processing applications.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104211"},"PeriodicalIF":2.6,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143697793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Enhancing mixed-grid optical switching networks: A dual-phase approach for resource optimization and security analysis 增强混合网格光交换网络：资源优化和安全分析的双相位方法

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-24 DOI: 10.1016/j.yofte.2025.104205

S. Shanthini Devi , N. Kirubanandasarathy

{"title":"Enhancing mixed-grid optical switching networks: A dual-phase approach for resource optimization and security analysis","authors":"S. Shanthini Devi , N. Kirubanandasarathy","doi":"10.1016/j.yofte.2025.104205","DOIUrl":"10.1016/j.yofte.2025.104205","url":null,"abstract":"<div><div>Network operators typically find it challenging to upgrade their network infrastructure due to concerns about cost and service level agreements, particularly when it comes to backbone optical switching networks (OSNs). These days, network operators use backbone OSNs’ flex-grid to fixed-grid node migration process to support a multitude of bandwidth-demanding applications. But without careful planning, it could result in the wasteful use of resources. Also, during the migration process, the networks face security issues specific to optical communication networks including susceptibility to eavesdropping, data interception, unauthorized access, and denial-of-service attacks that compromise data confidentiality, integrity, and availability. This work offers resource allocation optimization methods for mixed-grid OSNs to optimize resource utilization. Modern optical networks feature complex architectures and a variety of technologies, making network management and information distribution challenging. This complexity is exacerbated by diverse optical technologies and service delivery protocols. This research addresses security and resource allocation in optical communication networks using a unique method that combines Siamese Heterogeneous Convolutional Neural Networks (SHCNN) with Triangulation Topology Aggregation Optimizer (TTAO). The introduced method consists of two phases. In the first phase, SHCNN-TTAO is proposed for Resource allocation. In the second phase, Software-Defined Fuzzy Alpine Skiing Neural Network for security analysis. Key performance metrics such as accuracy, Mean Square Error (MSE), Mean Absolute Percentage Error (MAPE), Root Mean Square Error (RMSE), and Mean Absolute Error (MAE) are comprehensively assessed. The proposed method attains a higher accuracy of 99.7%, and lower RMSE of 0.015329, MSE of 0.000235, and MAPE of 0.000343.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104205"},"PeriodicalIF":2.6,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143685313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

2 µm mode-locked pulse generation using nickel metal-organic framework (Ni-MOF) coated arc-shaped fiber 2µm锁模脉冲产生采用镍金属有机框架（Ni-MOF）涂层弧形光纤

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-24 DOI: 10.1016/j.yofte.2025.104212

H. Ahmad , J.W. Chiam , M.Z. Samion , M.F. Ismail , Z. Radzi , S. Mutlu , S. Savaskan Yilmaz , N. Arsu , B. Ortaç , K. Thambiratnam

{"title":"2 µm mode-locked pulse generation using nickel metal-organic framework (Ni-MOF) coated arc-shaped fiber","authors":"H. Ahmad , J.W. Chiam , M.Z. Samion , M.F. Ismail , Z. Radzi , S. Mutlu , S. Savaskan Yilmaz , N. Arsu , B. Ortaç , K. Thambiratnam","doi":"10.1016/j.yofte.2025.104212","DOIUrl":"10.1016/j.yofte.2025.104212","url":null,"abstract":"<div><div>Metal-organic framework (MOF) is an emergent material that consists of metal ions and highly porous organic ligands. In this study, we demonstrate a 2 μm all-fibre mode-locked thulium/holmium-doped fiber laser (THDFL) by utilizing a nickel-based MOF (Ni-MOF) as a saturable absorber (SA) material. For the fabrication of the SA, the material was drop-casted on an arc-shaped fiber. The SA showed a 19.98 MW/cm<sup>2</sup> saturation intensity and an exceptionally high modulation depth of 15.3 %, surpassing previously reported materials in this wavelength range. The laser output centered at 1907.66 nm with an average power reaching up to 2.057 mW. The fundamental pulse rate and width were 14.30 MHz and 1.664 ps, respectively. Consequently, the THDFL generates pulses with an energy of 175 pJ and a peak power of 105 W. Mode-locked operation proved stable as the laser was observed over 2 h and showed a signal-to-noise ratio (SNR) of about 48 dB. Notably, this work represents the first demonstration of Ni-MOF as an SA in a THDFL, opening new avenues for ultrafast fiber laser development.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104212"},"PeriodicalIF":2.6,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143685312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Securing SDON with hybrid evolutionary intrusion detection system: An ensemble algorithm for feature selection and classification 基于混合进化入侵检测系统的SDON安全：一种特征选择与分类的集成算法

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-20 DOI: 10.1016/j.yofte.2025.104206

Benitha Christinal J. , Ameelia Roseline A.

{"title":"Securing SDON with hybrid evolutionary intrusion detection system: An ensemble algorithm for feature selection and classification","authors":"Benitha Christinal J. , Ameelia Roseline A.","doi":"10.1016/j.yofte.2025.104206","DOIUrl":"10.1016/j.yofte.2025.104206","url":null,"abstract":"<div><div>Software-Defined Optical Network (SDON) is a modernized approach to manage optical networks by integrating the principles of Software-Defined Networking (SDN). This integration allows for enhanced programmability, flexibility, and automation in network operations, addressing the growing demand for efficient and adaptable network infrastructures. SDON is powered by a centralized controller, where the entirety of network intelligence is integrated into the control plane. However, this centralization introduces significant challenges related to data privacy and network security. To address these security issues, this paper proposes an adaptive IDS-SDON-EFSC (Intrusion Detection System for Software-Defined Optical Network with Ensemble Feature Selection and Classification) framework. In the proposed framework, during the initial phase, the gathered data is pre-processed to remove noise, and Adaptive Synthetic (ADASYN) sampling is implemented to balance imbalanced datasets. Overfitting is mitigated using Root Mean Square Deviation (RMSD) regularization, which reduces the loss between training and test data. In the second phase, the Deep Convolutional Neural Network Attention-based Bi-directional Long Short-Term Memory (DCNN-AttBiLSTM) system is employed for classification. The hybrid metaheuristic-Adam optimizer is used to optimize hyperparameter selection. Experiments demonstrate the efficacy of the IDS-SDON-EFSC model, which was trained and evaluated on the most current and practical datasets in the SDON domain: InSDN, SDN-IoT, and SDNFlow. The model achieved excellent performance, discerning various forms of intrusion with 100% accuracy on training data and 99.71% accuracy on test data. Additionally, it achieved a minimal latency rate of 1.6%, reduced controller overhead, and a minimal degradation rate of 2.1% leading to improved throughput performance when executed in real-time networks.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104206"},"PeriodicalIF":2.6,"publicationDate":"2025-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143685311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

MT-SCUNet: A hybrid neural network for enhanced mode decomposition in optical fibers MT-SCUNet：一种用于增强光纤模式分解的混合神经网络

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-18 DOI: 10.1016/j.yofte.2025.104196

Baorui Yan , Jianyong Zhang , Shuchao Mi , Muguang Wang , Chenyu Wang , Guofang Fan , Peiying Zhang

{"title":"MT-SCUNet: A hybrid neural network for enhanced mode decomposition in optical fibers","authors":"Baorui Yan , Jianyong Zhang , Shuchao Mi , Muguang Wang , Chenyu Wang , Guofang Fan , Peiying Zhang","doi":"10.1016/j.yofte.2025.104196","DOIUrl":"10.1016/j.yofte.2025.104196","url":null,"abstract":"<div><div>In few-mode and multimode fibers, data-driven mode decomposition (MD) leveraging deep learning has achieved notable progress and demonstrated significant advantages in simulated environments. However, when applied to experimental scenarios, the practicality of MD is hindered by substantial challenges, primarily due to inherent noise and alignment errors in optical profile image acquisition systems. Therefore, MT-SCUNet: a multitasking hybrid neural network model by integrating Swin-Transformer and Convolutional Neural Network architectures is proposed in this paper to address these limitations. It is capable of performing image restoration, classification and modal coefficient-based image reconstruction tasks simultaneously. Furthermore, accurate predictions on real-world images are attained upon the convergence of training, facilitated by the meticulous processing of pure simulation data with additive white Gaussian noise (AWGN) and mismatch errors to align with experimental conditions. The model’s effectiveness is verified using both simulation and experimental data on a few-mode fiber supporting up to 10 modes. The results show that the model performs well in terms of image restoration and reconstruction accuracy, with average peak signal-to-noise ratio (PSNR), structured similarity index measure (SSIM), and Pearson correlation coefficient (PCC) values of 66.03 dB, 0.9824, and 0.9910 for simulated data and 60.03 dB, 0.9694, and 0.9733 for experimental data, respectively. Additionally, the model also achieves 99.11% classification accuracy on the validation set. This work provides a solid foundation for advancing data-driven deep learning algorithms in MD, while also opening up new possibilities for applications in optical communications, sensing, and imaging systems.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104196"},"PeriodicalIF":2.6,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143642741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimizing Few-Mode Erbium-Doped Fiber Amplifiers for high-capacity optical networks using a multi-objective optimization algorithm 基于多目标优化算法的大容量光网络少模掺铒光纤放大器优化

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-18 DOI: 10.1016/j.yofte.2025.104186

Rym Regaieg , Mohamed Koubàa , Abdullah S. Karar , Kaboko Jean-Jacques Monga , Ehsan Adibnia , Hafedh Mahmoud Zayani , Mohamed Salhi , Faouzi Bahloul

{"title":"Optimizing Few-Mode Erbium-Doped Fiber Amplifiers for high-capacity optical networks using a multi-objective optimization algorithm","authors":"Rym Regaieg , Mohamed Koubàa , Abdullah S. Karar , Kaboko Jean-Jacques Monga , Ehsan Adibnia , Hafedh Mahmoud Zayani , Mohamed Salhi , Faouzi Bahloul","doi":"10.1016/j.yofte.2025.104186","DOIUrl":"10.1016/j.yofte.2025.104186","url":null,"abstract":"<div><div>In this paper, an optimized design for a Few-Mode Erbium-Doped Fiber Amplifier (FM-EDFA) is presented, using a Genetic Algorithm (GA) for multi-objective optimization of gain, noise figure (NF), and differential modal gain (DMG) across multiple modes. The GA explored a three-layer erbium doping profile structure to support four mode groups (<span><math><msub><mrow><mtext>LP</mtext></mrow><mrow><mn>01</mn></mrow></msub></math></span>, <span><math><msub><mrow><mtext>LP</mtext></mrow><mrow><mn>11</mn><mi>a</mi><mo>/</mo><mi>b</mi></mrow></msub></math></span>, <span><math><msub><mrow><mtext>LP</mtext></mrow><mrow><mn>21</mn><mi>a</mi><mo>/</mo><mi>b</mi></mrow></msub></math></span>, and <span><math><msub><mrow><mtext>LP</mtext></mrow><mrow><mn>02</mn></mrow></msub></math></span>). Results demonstrated that an optimized two-layer configuration was sufficient to achieve low DMG, low NF, and consistent high gain across modes, essential for long-haul space-division multiplexing (SDM) systems. MATLAB simulations validated the FM-EDFA performance under varying doping profiles, revealing a robust balance of gain, DMG, and NF for multimode amplification. This optimized FM-EDFA model supports high-capacity SDM transmission with stable, uniform amplification, offering valuable insights into efficient amplifier design for next-generation optical networks.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104186"},"PeriodicalIF":2.6,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143642742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Q-switched and Mode-Locked pulse generation in fiber laser with micro particles polyacrylonitrile absorber 微颗粒聚丙烯腈吸收光纤激光器中调q锁模脉冲的产生

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-17 DOI: 10.1016/j.yofte.2025.104208

Aeriyn D. Ahmad , Masruroh , Norrima Mokhtar , Hamzah Arof , Irfan Anjum Badruddin , Sarfaraz Kamangar , Sulaiman W. Harun

{"title":"Q-switched and Mode-Locked pulse generation in fiber laser with micro particles polyacrylonitrile absorber","authors":"Aeriyn D. Ahmad , Masruroh , Norrima Mokhtar , Hamzah Arof , Irfan Anjum Badruddin , Sarfaraz Kamangar , Sulaiman W. Harun","doi":"10.1016/j.yofte.2025.104208","DOIUrl":"10.1016/j.yofte.2025.104208","url":null,"abstract":"<div><div>This paper investigates the use of polyacrylonitrile (PAN) absorber in an erbium-doped fiber laser (EDFL) for generating Q-switched and mode-locked pulses. PAN absorber was prepared by dispersing its micro-particles onto scotch tape, which was then added into the EDFL cavity. This absorber successfully enabled cavity loss modulation, with stable Q-switched operation achieved at a pump power threshold of 61.1 mW. The repetition frequency rose from 33.39 kHz to 45.35 kHz, and pulse width reduced from 8.55 μs to 6.42 μs as pump power rose from 61.1 mW to 155.0 mW. The Q-switched EDFL, operating at a central wavelength of 1560 nm, achieved the highest pulse energy of 240.4 nJ and a slope efficiency of 7.61 %. By adding 100 m of single-mode fiber (SMF) to the ring cavity, self-starting mode-locked operation was initiated, with stable pulses observed between 123.7 and 254.13 mW pump power. The laser operated at a central wavelength of 1566 nm, with a repetition rate of 1.8 MHz and a pulse width of 4.40 ps. These results demonstrate that polyacrylonitrile is an effective absorber for pulse generation in fiber lasers.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104208"},"PeriodicalIF":2.6,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143642740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Characterization on the phase noise power spectral densities of various coherent fiber links established in China 国内建立的各种相干光纤链路的相位噪声功率谱密度表征

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-14 DOI: 10.1016/j.yofte.2025.104184

Qian Zhou , Xiang Zhang , Qi Zang , Mengfan Wu , Ru Yuan , Yucan Zhang , Dan Wang , Yiting Liu , Le Fan , Ruifang Dong , Tao Liu , Shougang Zhang

{"title":"Characterization on the phase noise power spectral densities of various coherent fiber links established in China","authors":"Qian Zhou , Xiang Zhang , Qi Zang , Mengfan Wu , Ru Yuan , Yucan Zhang , Dan Wang , Yiting Liu , Le Fan , Ruifang Dong , Tao Liu , Shougang Zhang","doi":"10.1016/j.yofte.2025.104184","DOIUrl":"10.1016/j.yofte.2025.104184","url":null,"abstract":"<div><div>In this paper, six coherent field fiber links across a variety of distinct geographical routes in China are randomly selected and established. The fiber-induced phase noise of these coherent fiber links is continuously measured and comprehensively analyzed. The results show that the noise levels of the fiber links established in China surpass those delineated in the extant reported by European research groups. In the frequency domain, in addition to the known field-fiber features of the broad bump within the frequency range of 10–50 Hz, we have also measured another broadening bump in the frequency range 2–8 Hz on some of the links, which may be caused by the vibration of the bridge. Based on the evaluation of the measured phase noise, the fractional frequency instability of a 1600 km fiber link to be used for remote optical clock comparison in China is evaluated, which is crucial for optimizing the link’s performance and mitigating the effects of signal degradation. Consequently, the present study holds significant implications for the establishment and optimization of fiber-based optical clock networks constructed in China.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104184"},"PeriodicalIF":2.6,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143620875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A partially PDMS-encapsulated microfiber Bragg grating for simultaneous temperature and strain measurement 用于同时测量温度和应变的部分pdms封装的微光纤布拉格光栅

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-10 DOI: 10.1016/j.yofte.2025.104188

Guangxi Hu , Haimei Luo , Yuxian Zhang , Jiayu Zeng , Jiajia Zhao , Yanliang He , Xianping Wang , Wen Yuan

{"title":"A partially PDMS-encapsulated microfiber Bragg grating for simultaneous temperature and strain measurement","authors":"Guangxi Hu , Haimei Luo , Yuxian Zhang , Jiayu Zeng , Jiajia Zhao , Yanliang He , Xianping Wang , Wen Yuan","doi":"10.1016/j.yofte.2025.104188","DOIUrl":"10.1016/j.yofte.2025.104188","url":null,"abstract":"<div><div>This paper proposes a sensor for simultaneously measuring temperature and strain using a microfiber Bragg grating (MFBG), half of which is coated with polymer polydimethylsiloxane (PDMS) and encapsulated inside a couple of U-shape glass grooves, while the other half is bare. Due to the different thermal-optic coefficient, elastic-optic coefficient, and cross section structural dimension, the two reflection bands from the encapsulated part of the MFBG and the bare MFBG section show different behaviors to temperature and strain. The sensitivity to temperature varies significantly between the two peaks, the reflection wavelength shifts in the opposite direction, capable of effectively detecting temperature variations. The strain is almost all concentrate on the bare MFBG (BMFBG) as the cross-sectional area of the encapsulated MFBG (EMFBG) is much larger than that of BMFBG. The experimental results show that the temperature sensitivities of −31.92 pm/°C and 10.31 pm/°C and strain sensitivities of ～0 pm/με and 6.24 pm/με are achieved, respectively. The sensor has the advantages of high sensitivity and simple structure and can measure strain and temperature simultaneously.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104188"},"PeriodicalIF":2.6,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143578652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Intelligent detection technology of potential grounding trouble of OPGW cable in substation based on attention model 基于注意力模型的变电站OPGW电缆潜在接地故障智能检测技术

IF 2.6 3区计算机科学

Optical Fiber Technology Pub Date : 2025-03-08 DOI: 10.1016/j.yofte.2025.104151

Lei Peng, Suchao Wang, Jing Yuan, Liming Pan, Min Wang

{"title":"Intelligent detection technology of potential grounding trouble of OPGW cable in substation based on attention model","authors":"Lei Peng, Suchao Wang, Jing Yuan, Liming Pan, Min Wang","doi":"10.1016/j.yofte.2025.104151","DOIUrl":"10.1016/j.yofte.2025.104151","url":null,"abstract":"<div><div>The traditional OPGW optical cable grounding hidden danger detection method has some limitations such as low detection efficiency, high cost, and easy of being affected by human factors. To this end, an intelligent detection technology based on the attention model of substation OPGW cable grounding hidden trouble is designed. Based on the principle of electric field coupling, the spatial transient electric field is measured, and the phase linearization of the MZI output signal is realized by equiphase extraction and resampling. The wavelet packet transform is introduced to extract the energy features of the signal subband, the spatial and channel attention mechanism is introduced, and the coordinates of the located fault point are displayed on 2D and 3D images using the VR-GIS virtual optical cable line information database. The experimental results show that when the test times are 3, the optical power value of the design method and the real value are −0.02 dB. The difference between the network communication fault signal and the actual fault signal is 0.3 dB at most, the error value is less than 1 %, and the recall rate is stable above 90 %.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"93 ","pages":"Article 104151"},"PeriodicalIF":2.6,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143578651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0