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2024 International Conference on Industrial engineering, Applications and Manufacturing, ICIEAM 2024

作者： Larichev, Pavel Tynchenko, Vadim Nekrasov, Ivan Institute Of Computer Science And Telecommunications Reshetnev Siberian State University Of Science And Technology Information-Control Systems Department Krasnoyarsk Russia Bauman Moscow State Technical University Artificial Intelligence Technology Scientific And Education Center Moscow Russia Federal Univercity Laboratory Of Biofuel Composition Siberian Krasnoyarsk Russia

ISBN: (纸本)9798350395013

The article discusses the issue of creating a dynamic system for managing and monitoring the quality of ore flow in mineral resource complexes using simulation modeling. The purpose of this study is to adapt the mathematical apparatus of Petri nets to such modeling. The article describes the choice and justification of the simulation modeling apparatus and provides a conceptual representation of the ore flow model in the form of an adaptation of a continuous Petri net. An architectural solution is proposed that covers a number of processes, such as geological exploration, mining, moving loads in the business processes of enterprises, but also to support the rock mass. The proposed architecture is being coordinated with information systems and software and hardware of mining enterprises, which makes it possible to identify data needs for the formation of technical specifications for the correction of business processes. The proposed control system will make it possible to implement simulation modeling both in model and real time for timely and adequate assessment of the progress of work being carried out and clarifying the reasons for the lag behind planned schedules using a Petri net. © 2024 IEEE.

关键词： Petri nets

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EdgeAnchor: A Rapid and Balanced File Storage Strategy at the Network Edge

EdgeAnchor: A Rapid and Balanced File Storage Strategy at th...

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International Conference on Parallel and Distributed systems (ICPADS)

作者： Han Liu Xingrui Xie Zhuopu Zhang Geyao Cheng Lailong Luo Deke Guo Science and Technology on Information Systems Engineering Laboratory National University of Defense Technology National Laboratory for Parallel and Distributed Processing National University of Defense Technology

Storing files at the network edge has become a new paradigm of storage systems, which is promising to mitigate network congestion and reduce file retrieval latency. However, the traditional file storage scheme cannot effectively meet the requirements of rapid indexing and load balance when applied directly to the edge. Moreover, due to the dynamic nature of the edge environment where edge servers can join or leave at will, it is necessary for the storage scheme to adjust with minimal disruption. In this paper, we propose EdgeAnchor, a novel edge storage strategy that is composed of the two-layer hash mappings. The first layer, file-to-bucket mapping, adopts the pseudo-deletion algorithm to deal with the variations in file size, while the second layer utilizes the multiple bucket-to-server mapping to adapt to the heterogeneity in the servers’ storage capacities. Furthermore, EdgeAnchor constructs a list of deleted or added working sets for each bucket and creates a dictionary for the mappings between buckets and edge servers. In the manner, EdgeAnchor ensures a rapid file index and balances server load at the dynamic network edge. We also attach the mathematical analyses to EdgeAnchor, which theoretically proves its logarithmic complexity of hash operations and memory accesses. The experiments conducted on real-world datasets demonstrate that EdgeAnchor achieves the file index throughput twice as high as that of Consistent Hashing, under the constraints of load balance. Additionally, it ensures a low and stable data migration volume, when adding or removing edge servers consecutively.

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Intelligent Smart Grid Stability Predictive Model for Cyber-Physical Energy systems

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Computer systems science & engineering 2023年第2期44卷 1219-1231页

作者： Ashit Kumar Dutta Manal Al Faraj Yasser Albagory Mohammad zeid M Alzamil Abdul Rahaman Wahab Sait Department of Computer Science and Information Systems College of Applied SciencesAlMaarefa UniversityAd DiriyahRiyadh13713Kingdom of Saudi Arabia Department of Computer Engineering College of Computers and Information TechnologyTaif UniversityTaif21944Kingdom of Saudi Arabia Department of Archives and Communication King Faisal UniversityAl AhsaHofuf31982Kingdom of Saudi Arabia

A cyber physical energy system(CPES)involves a combination of pro-cessing,network,and physical *** smart grid plays a vital role in the CPES model where information technology(IT)can be related to the physical *** the same time,the machine learning(ML)modelsﬁnd useful for the smart grids integrated into the CPES for effective decision ***,the smart grids using ML and deep learning(DL)models are anticipated to lessen the requirement of placing many power plants for electricity *** this aspect,this study designs optimal multi-head attention based bidirectional long short term memory(OMHA-MBLSTM)technique for smart grid stability predic-tion in *** proposed OMHA-MBLSTM technique involves three subpro-cesses such as pre-processing,prediction,and hyperparameter *** OMHA-MBLSTM technique employs min-max normalization as a pre-proces-sing ***,the MBLSTM model is applied for the prediction of stability level of the smart grids in *** the same time,the moth swarm algorithm(MHA)is utilized for optimally modifying the hyperparameters involved in the MBLSTM *** ensure the enhanced outcomes of the OMHA-MBLSTM technique,a series of simulations were carried out and the results are inspected under several *** experimental results pointed out the better outcomes of the OMHA-MBLSTM technique over the recent models.

关键词： Stability prediction smart grid cyber physical energy systems deep learning data analytics moth swarm algorithm

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1 Milliwatt Pumped Error-Free 38 GBaud Wavelength Conversion with AlGaAs Microresonators of 1 GHz Intrinsic Linewidth

1 Milliwatt Pumped Error-Free 38 GBaud Wavelength Conversion...

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2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023

作者： Lu, Xinda Kim, Chanju Kong, Deming Chen, Nuo Chen, Yuntian Oxenlowe, Leif Katsuo Yvind, Kresten Zhang, Xinliang Yang, Lan Pu, Minhao Xu, Jing School of Optical and Electronic Information Huazhong University of Science and Technology Wuhan China Dtu Fotonik Technical University of Denmark Lyngby Denmark Huazhong University of Science and Technology Wuhan National Laboratory for Optoelectronics Wuhan China Washington University Department of Electrical and Systems Engineering St. Louis United States

We demonstrate error-free 38 GBaud wavelength conversion with only 1 mW pump power by taking the advantage of AlGaAs-on- Insulator microresonators with high-quality factors, breaking the bandwidth-efficiency limit imp... 详细信息

ISBN: (纸本)9798350312614

关键词： AlGaAs-on-Insulator four-wave mixing microresonator nonlinear signal processing wavelength conversion

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DISTRIBUTED OUTPUT FEEDBACK INDIRECT MRAC OF CONTINUOUS-TIME MULTIAGENT LINEAR systems

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SIAM Journal on Control and Optimization 2025年第3期63卷 1616-1640页

作者： Guo, Jian Zhang, Yanjun Zhang, Ji-Feng State Key Laboratory of Mathematical Sciences Academy of Mathematics and Systems Science Chinese Academy of Sciences Beijing100190 China School of Mathematical Sciences University of Chinese Academy of Sciences Beijing100049 China School of Automation Beijing Institute of Technology Beijing100081 China School of Automation and Electrical Engineering Zhongyuan University of Technology Henan Province Zhengzhou450007 China

This paper studies the distributed leader-follower output consensus problem for continuous-time uncertain multiagent linear systems with general input-output forms. Specifically, we extend the well-known output feedback indirect model reference adaptive control (MRAC) and develop a fully distributed output feedback indirect MRAC scheme to achieve closed-loop stability and asymptotic leader-follower output consensus. Compared with the existing results, the proposed distributed MRAC scheme has the following characteristics. First, the orders of each agent's pole/zero polynomials, including the followers and the leader, can differ from others, and the parameters in each follower's pole/zero polynomials are unknown. Second, the proposed adaptive control law of each follower solely relies on the local input and output information without requiring the state observer and the structural matching condition on the followers' dynamics, commonly used in the literature. Third, for any given leader with a relative degree n*, the leader-follower output tracking error and its derivatives up to the n*th order converge to zero asymptotically, which has never been reported in the literature. Finally, a simulation example verifies the validity of the proposed distributed MRAC scheme. © 2025 Society for Industrial and Applied Mathematics.

关键词： Model reference adaptive control

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On the Impact of Spatial Mode Dispersion for Strongly-Coupled Multicore Fiber Submarine Transmission

On the Impact of Spatial Mode Dispersion for Strongly-Couple...

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2023 Optical Fiber Communications Conference and Exhibition, OFC 2023

作者： Sun, Lin Chen, Bin Liu, Gordon Ning Cai, Yi Li, Zhaohui Lu, Chao Shen, Gangxiang Soochow University Suzhou Key Laboratory of Advanced Optical Communication Network Technology School of Electronic and Information Engineering Suzhou215006 China Hefei University of Technology School of Computer Science and Information Engineering Hefei China Sun Yat-Sen University Guangdong Provincial Key Laboratory of Optoelectronic Information Processing Chips School of Electronics and Information Technology Guangzhou511400 China The Hong Kong Polytechnic University Photonics Research Center Department of Electrical and Information Engineering Kowloon Hung Hom Hong Kong

Strongly-coupled multicore fibers exhibit the improved tolerance to fiber non-linearity. Their potentials in optical submarine communications are investigated with considering the coupling length and spatial mode disp... 详细信息

ISBN: (纸本)9781957171180

关键词： Submarines

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Yb2O3/MoO3 connecting electrodes for tandem organic semiconductor devices

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Physical Review Applied 2024年第5期22卷 054015页

作者： Nan Chen Jiaxiu Man Dongming Zhang Dengke Wang Juntao Hu Changsheng Shi Zheng-Hong Lu Department of Physics Center for Optoelectronics Engineering Research Yunnan Key Laboratory of Opto-Electronic Information Technology School of Physics and Electronic Information Technology Yunnan Normal University Kunming China Department of Materials Science and Engineering

This paper reports that Yb2O3/MoO3 stacks can be used effectively as a connecting electrode, enabling highly efficient tandem organic light-emitting diodes (OLEDs). The current efficiency of these tandem OLEDs more than doubles, from approximately 90 to 200 cd/A, compared to the single-layer devices. Additionally, this connecting electrode introduces little increase in the tandem OLED driving voltage, maintaining a value close to the sum of two single-layer devices. However, the energy-level alignments measured by ultraviolet photoemission spectroscopy show significant energy barriers in the Yb2O3/MoO3 stack. Analysis using photoemission measurements revealed the presence of gap states in the oxide stack and a high differential work function, 2.28 vs 6.38 eV on each side of the Yb2O3/MoO3 stack. Variable-temperature current-voltage measurements on Yb2O3/MoO3 stacks revealed that the gap states behave like Anderson-Mott localized quantum states, which form efficient hopping conduction paths for electrons and holes. These findings demonstrate that the gap states in electrodes can be effectively used to transport charges in tandem semiconductor devices.

关键词： Electronic structure Hopping transport Optoelectronics Surface states Interfaces Organic LEDs Electroluminescence Photoemission spectroscopy

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A Low-Frequency Unidirectional Underwater Acoustic Transducer 12

A Low-Frequency Unidirectional Underwater Acoustic Transduce...

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2022 International Conference on Acoustics, Fluid Mechanics and engineering, AFME 2022 and the 12th Green''s Function Seminar, GFS 2022

作者： Wang, Qiumu Lan, Yu State Key Laboratory of Ocean Engineering School of Naval Architecture Ocean & Civil Engineering Shanghai Jiao Tong University Shanghai200240 China Acoustic Science and Technology Laboratory Harbin Engineering University Harbin150001 China Key Laboratory of Marine Information Acquisition and Security Harbin Engineering University Ministry of Industry and Information Technology Harbin150001 China College of Underwater Acoustic Engineering Harbin Engineering University Harbin150001 China

A unidirectional underwater acoustic transducer has the advantage of narrower beam width. In the low-frequency field, a single transducer is usually omnidirectional because its dimension is much smaller than the wavelength of the sound waves. Here, a low-frequency unidirectional underwater acoustic transducer, the Single-Sided Radiation Flextensional Transducer (SSR FT), which is driven by a stack with the longitudinal vibration, was designed by the finite-element method. The vibration mode of the transducer was first studied and analyzed. Then, an underwater harmonic response analysis of the transducer was conducted. We found that the second resonance, corresponding to the fourth vibration mode, could be unidirectional based on a specific s br, which is the ratio of r b (the radius of the tail mass) to l maj (the inner length of the semi-major axis of the radiation surface). Finally, the effect of s br on the vibration velocity and directivity of the SSR FT was investigated. We established that the vibration velocity amplitude and phase of the shell were different at the same vibration mode but at different s br, which resulted in different directivity. © Published under licence by IOP Publishing Ltd.

关键词： Vibration analysis

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Interference Utilization with Bandwidth Allocation in DFRC systems

Interference Utilization with Bandwidth Allocation in DFRC S...

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International Conference on Computers, Communications, and systems (ICCCS)

作者： Zhan Xu Shengfeng Kang Xiaolong Yang Key Laboratory of Information and Communication Systems Ministry of Information Industry Key Laboratory of Modern Measurement and Control Technology Ministry of Education Beijing Information Science and Technology University Beijing China

ISBN: (数字)9798350350210

ISBN: (纸本)9798350350227

Dual-functional Radar and Communication (DFRC) has become one of the key technologies of advanced wire-less systems. This is because of the continuous development of mobile communication, the scarcity of spectrum and the potential network applications. In this paper, we propose a symbol-level precoding optimization scheme for Multi-Input-Multi-Output (MIMO) radar and multi-user Multiple-Input-Single-Output (MU-MISO) communication systems. More specif-ically, the weight sum of communication rate and radar detection probability are maximized by jointly optimizing the precoding vector and bandwidth allocation. Meanwhile, it includes the condition of ensuring the receiving signal-to-interference-plus-noise ratio (SINR) at receivers, the interference to the radar and the transmission power budget at the base station (BS). Com-pared with the traditional beamforming based on Semidefinite Relaxation (SDR), the feasible area of the optimization problem is extended. Based on the concept of constructive interference, the harmful multi-user interference (MUI) is converted into a beneficial signal. So the communication rate is ensured and the system performance is improved. Numerical simulations show that our proposed method achieves a better result of the object function compared to benchmark methods, while obtaining a favorable bandwidth allocation.

关键词： Base stations Precoding System performance Radar detection Interference Radar Channel allocation

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uitPETransMDS: A PE Malware Detection System Using a Hybrid Approach of Transfer Learning and Image Visualization

uitPETransMDS: A PE Malware Detection System Using a Hybrid ...

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International Conference on information Management and technology (ICIMTech)

作者： Trinh Gia Huy Luong Nguyen Thanh Nhan Nguyen Tan Cam Faculty of Information Systems Faculty of Information Systems University of Information Technology Vietnam National University Ho Chi Minh City Vietnam Faculty of Information Science and Engineering Faculty of Information Science and Engineering University of Information Technology Vietnam National University Ho Chi Minh City Vietnam

ISBN: (数字)9798350390025

ISBN: (纸本)9798350390032

The rapid expansion of devices and computers, alongside technological advancements, has led to a corresponding increase in malicious attacks. Malware attacks represent a significant global threat in cyberspace. Despite the concerted efforts of security researchers and security companies to mitigate these attacks, they remain a persistent challenge. This has prompted a substantial focus on research endeavors to combat malicious software. Recent advancements in artificial intelligence have spurred various research efforts in malware detection. This paper focuses on detecting and classifying malware using transfer learning models, such as variants of VGG, ResNet, and MobileNet, on a grayscale image-based PE dataset with dimensions of $64 \mathrm{x}64 \mathrm{x}3$ pixels. The proposed architecture comprises three modules. The first module is responsible for converting the PE binary file to a grayscale image. The second module aims to identify whether the input file is malicious or benign. Among the models tested, MobileNetV1 achieved the highest performance with an accuracy of 98.70 % and an Fl-score of 96.46%. The third module, utilizing the ResNet101 model, is responsible for malware classification (five different types in the dataset). It achieved an accuracy of 98.78% and an Fl-score of 97.52% on the testing set.

关键词： Accuracy Transfer learning Gray-scale Generative adversarial networks Malware Data models Hybrid power systems information management Security Testing

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