Development Status and Trend of Mine Intelligent Mining Technology by Zhuo Wang, Lin Bi, Jinbo Li, Zhaohao Wu, Ziyu Zhao

“…(ii) The edge layer leverages 5G and edge computing to accomplish real-time data processing, 3D dynamic modeling, and safety early warning. …”
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Fog computing based radio access networks：architecture，principles and challenges by Bonan YIN, Yuan AI, Mugen PENG

“…To reduce the burden of fronthaul link，avoid large-scale wireless signal processing in centralized baseband unit（BBU）pool，and take full advantage of processing and storage capabilities in edge devices，a fog computing based radio access network（F-RAN）was presented as an evolution form of heterogeneous cloud radio access networks.The core idea of F-RAN was to take full advantage of processing and storage capabilities in edge devices which could achieve the local distributed content delivery，the local distributed collaboration radio signal processing and the local distributed cooperative radio resource management functions.System architectures of F-RAN，promising key techniques，and researching open issues of F-RAN were discussed in detail.…”
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Rapid Detection of Deployment Errors for Segmented Space Telescopes Based on Long-Range, High-Precision Edge Sensors by Jisong Jiang, Xinlong Fan, Chenxu Li, Yuanyuan Tang, Shengqian Wang, Hao Xian, Mo Chen

“…As the size and number of segments increase in future telescopes, the optical-based methods for detecting deployment errors suffer from the range limitations of the millimeter scale and time-consuming processes of the month scale. To address this, we propose a new method for rapid-deployment error detection based on long-range, high-precision capacitive edge sensors. …”
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An Investigation of the Effects of Cutting Edge Geometry and Cooling/Lubrication on Surface Integrity in Machining of Ti-6Al-4V Alloy by J. Caudill, R. Sarvesha, G. Chen, I. S. Jawahir

“…This investigation sought to characterize the combined influence of cutting-edge microgeometry and cooling/lubricating strategies on process thermo-mechanics and the resultant surface integrity in orthogonal machining of the Ti-6Al-4V alloy. …”
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Investigating the Influence of Mechanical Loads on Built-Up Edge Formation Across Different Length Scales at Diamond–Transition Metal Interfaces by Mazen S. Alghamdi, Mohammed T. Alamoudi, Rami A. Almatani, Meenakshisundaram Ravi Shankar

“…Investigating failure mechanisms in cutting tools used in advanced industries like biomedical and aerospace, which operate under extreme mechanical and chemical conditions, is essential to prevent failures, optimize performance, and minimize financial losses. The diamond-turning process, operating at micrometer-length scales, forms a tightly bonded built-up edge (BUE). …”
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Analysis of microcracks at the edges of micro tapered holes machined by in-situ laser-assisted imprinting and its inhibition methods by Siwei Meng, Guangfeng Shi, Jifeng Zhang, Dong Yao

“…However, the problem of microcracks at the edge of the outlet of the micro tapered holes are difficult to control, which affects the service life and the use of the effect of the parts. …”
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Analytical model for revealing tool wear law during edge trimming of carbon fiber reinforced plastics composites by Yue Li, Hongyan Zhou, Boyu Zhang, Kai Sun, Xigao Jian

“…This study proposes a novel tool wear model for the edge trimming process of carbon fiber-reinforced plasticities (CFRPs). …”
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Knowledge- and Model-Driven Deep Reinforcement Learning for Efficient Federated Edge Learning: Single- and Multi-Agent Frameworks by Yangchen Li, Lingzhi Zhao, Tianle Wang, Lianghui Ding, Feng Yang

“…In this paper, we investigate federated learning (FL) efficiency improvement in practical edge computing systems, where edge workers have non-independent and identically distributed (non-IID) local data, as well as dynamic and heterogeneous computing and communication capabilities. …”
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A Task Offloading and Resource Allocation Strategy Based on Multi-Agent Reinforcement Learning in Mobile Edge Computing by Guiwen Jiang, Rongxi Huang, Zhiming Bao, Gaocai Wang

“…In order to solve delayed rewards, this paper models the offloading and scheduling problem as a “task-oriented” Markov decision process. This process abandons the commonly used equidistant time slot model but uses dynamic and parallel slots in the step of task processing time. …”
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Edge Computing Application-Specific Integrated Circuit With Two Serial Communication Protocols and a Backpropagation Neural Network by Guo-Ming Sung, Sachin D. Kohale, Chao-Yu Chen, Ying-Tzu Lai

“…This study developed an edge computing application-specific integrated circuit (ASIC) with two serial communication protocols, adjustable weights, and a backpropagation neural network (BPNN) for edge computing. …”
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Federated deep reinforcement learning-based edge collaborative caching strategy in space-air-ground integrated network by LIU Liang, JING Tengxiang, DUAN Jie, MAO Wuping, YAN Hongcheng, MA Wenjie

“…Considering the dynamic change of the topology of the space-air-ground integrated network and the content popularity being constantly updated, a network architecture of space-air-ground integrated edge collaborative caching was proposed first. Then, the cache replacement problem for edge servers was modeled as a Markov decision process. …”
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Broadband Polarization-Independent Edge Couplers With High Efficiency Based on SiN-Si Dual-Stage Structure by Yang Jiang, Zhewei Zhang, Peng Liu

“…Silicon nitride (SiN) plays a critical role in silicon photonics because of its lower refractive index, low waveguide loss, broad operating bandwidth and compatibility with complementary metal oxide semiconductor (CMOS) fabrication process. Here, we propose a polarization-independent sub-wavelength grating (SWG) edge coupler with high efficiency based on SiN-Si dual-stage structure with a length of only 315.8 μm. …”
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Illuminating extracellular nanovesicles through the spectroscopic lens: a mini review of cutting-edge insights and emerging applications by Debarati Bhowmik, Mohamed T. Patel, Mohamed T. Patel, Pola Goldberg Oppenheimer, Pola Goldberg Oppenheimer, Pola Goldberg Oppenheimer

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Experimental Study of the Impact of Chamfer and Fillet in the Frontal Edge of Adherends on the Fatigue Properties of Adhesive Joints Subjected to Peel by Andrzej Kubit, Władysław Zielecki, Ľuboš Kaščák, Paulina Szawara

“…Absorption of energy that inhibits the process of fatigue results from, among others, local flexibility of the joint, as well as nucleation of cracks in the locally increased volume of the adhesive. …”
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Optimized memory allocation in edge-PLCs using Deep Q-Networks and bidirectional LSTM with Quantum Genetic Algorithm by N. Naveen Kumar, S. Saravana, S. Balamurugan, P. Seshu Kumar, S. Suresh

“…Moreover, we introduce Quantum Genetic Algorithm Optimization, a cutting-edge approach that infuses quantum-inspired principles into the traditional genetic algorithm framework, to further refine the memory allocation process. …”
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Efficient Fiber-to-Waveguide Edge Coupling Using an Optical Fiber Axicon Lens Fabricated by Focused Ion Beam by Henrik Melkonyan, Karen Sloyan, Krishna Twayana, Paulo Moreira, Marcus S. Dahlem

“…Efficient edge coupling into a silicon waveguide is demonstrated using an optical fiber axicon lens operating at 1550 nm. …”
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Case Study on the Stability Control of Broken Surrounding Rock in Roadway Excavation on the Edge of a Collapsed Stope Area by Yabin Wu, Jianhua Hu, Chengyu Xie, Dongping Shi

“…Finally, the 3D laser scanning method is used to verify the superiority of the optimized blasting initiation sequence. The new edge hole detonation sequence can effectively improve the blasting vibration and successfully control the further damage of the surrounding rock of the underground chamber, thus proving the edge hole drug pack. …”
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Using a Bodily Weight-Fat Scale for Cuffless Blood Pressure Measurement Based on the Edge Computing System by Shing-Hong Liu, Bo-Yan Wu, Xin Zhu, Chiun-Li Chin

“…Thus, the aim of this study is to realize edge computing for the BP measurement in real time, which includes measurements of BCG and IPG signals, digital signal process, feature extraction, and BP estimation by machine learning algorithm. …”
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Inverse segregation of tin-phosphorus bronze horizontal continuous casting billet and its effect on rolling edge crack by WANG Songwei, ZHENG Lianbao, SONG Hongwu, KONG Fanya, XU Yong

“…During the horizontal continuous casting process， a network of hard and brittle Sn-rich phase is formed at the edges of tin phosphorus bronze casting billet due to inverse segregation， which becomes crack sources during rolling and continuously propagates to induce significant edge cracks in the strip. …”
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Cloud-edge-end collaboration-based joint design of frequency control and transmission communication for virtual power plants by Jinrui Guo, Chunxia Dou, Dong Yue, Bo Zhang, Zhijun Zhang, Zhanqiang Zhang

“…First of all, a cloud-edge-end collaboration based control architecture is established. …”
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