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Application and Optimization Algorithms of Multi-Party Secure computing in Information Communication

Application and Optimization Algorithms of Multi-Party Secur...

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2024 international conference on Power, Electrical Engineering, Electronics and Control, PEEEC 2024

作者： Ye, Lu Tang, Yi Sun, Jun State Grid Hubei Electric Power Co. Ltd. Information & Communication Branch Hubei Wuhan430077 China

ISBN: (纸本)9798350378917

With the rapid growth of information technology (IT), the amount of data generated by various industries in modern society is exploding. However, while enjoying the convenience brought by data, how to ensure the privacy and security of data while maximizing its value has become a major challenge facing us. In this context, multi-party secure computing (SMPC) technology has emerged, providing strong technical support for data privacy protection. SMPC is a privacy computing technology based on cryptography, which can perform joint computation on multi-party data without leaking the original data, thereby ensuring the security and privacy of data. In order to further improve the efficiency and practicality of SMPC, this paper proposes an optimization algorithm and combines it with cloud computing. By adopting a distributed computing architecture, we can decompose and allocate computing tasks to multiple computing nodes, significantly improving computing efficiency. The experimental results show that our proposed SMPC optimization algorithm, when combined with cloud computing, not only significantly improves computational efficiency, but also demonstrates excellent performance in data privacy protection. © 2024 IEEE.

关键词： Differential privacy

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grid Integration of PV System: Issues, Challenges and Opportunities 14

Grid Integration of PV System: Issues, Challenges and Opport...

引用

14th international conference on Advances in computing, Control, and Telecommunication Technologies, ACT 2023

作者： Patil, D.A. Chougule, P.A. Department of Electrical Engineering DKTE Ichalkaranji India

The constant increase in electricity demand, as well as the depletion of fossil resources, has prompted research into alternate energy sources. Solar photovoltaic (PV) systems are gaining popularity in the renewable energy area due to their size, installation, and ability to operate both off and on the grid. As a result, solar roof tops with grid integration are gaining popularity in India. Many FACT devices must be interfaced with power electronics converters in order to integrate such renewable energy sources with the grid. Power quality requirements such as voltage imbalance, voltage regulation, power factor, harmonics, and others have become more significant since the development of power electronics switching devices. Overall, the distributed generation option increases power quality concerns when integrated with the grid. This paper focuses on opportunities, challenges and issues related to the grid integration of solar PV systems. © Grenze Scientific Society, 2023.

关键词： Power quality

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distributed computing for Scalable Optimal Power Flow in Large Radial Electric Power Distribution Systems with distributed Energy Resources 56

Distributed Computing for Scalable Optimal Power Flow in Lar...

引用

56th Annual Hawaii international conference on System Sciences (HICSS)

作者： Sadnan, Rabayet Dubey, Anamika Washington State Univ Pullman WA 99164 USA

ISBN: (纸本)9780998133164

The increasing penetrations of distributed energy resources (DERs) at the power distribution level augments the complexity of optimally operating the grid edge assets, primarily because of the nonlinearity and scale of the system. An alternative is to solve the relaxed convex or linear-approximated problem, but these methods lead to sub-optimal or power-flow infeasible solutions. This paper proposes a scalable and fast approach to solve the large nonlinear optimal power flow (OPF) problem using a developed distributed method. The full network-level OPF problem is decomposed into multiple smaller sub-problems that are easy to solve - the distributed method attains network-level optimal solutions upon consensus. This effective decomposition technique reduces the number of iterations required for a consensus by order of magnitude compared to traditional distributed algorithms. We demonstrate the proposed approach by solving different nonlinear OPF problems (different problem objectives) for a distribution system with more than fifty-thousands (50,000) problem variables.

关键词： distributed Control Optimal Power Flow distributed Optimization Power Distribution Systems

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Fault Section Localization in Distribution System Based on IMA-IWOA Algorithm 6

Fault Section Localization in Distribution System Based on I...

引用

6th IEEE international conference on Power, Intelligent computing and Systems, ICPICS 2024

作者： Zhao, Yong Wu, Junyue Li, Haobin Liu, Hua Chen, Zhiwer Zhang, Juncheng Dongfang Electronics Cooperation Yantai264010 China Electric Power Dispatching and Control Center Guangdong Power Grid Co.Ltd Guangdong Guangzhou510000 China

ISBN: (数字)9798350374315

ISBN: (纸本)9798350374315

Distribution system fault location is a crucial factor to ensure the reliability and self-healing of power supplies. Aiming at the problems of poor location accuracy and low efficiency of the existing fault zone location methods for distribution networks with distributed power supply, a fault zone location method for distribution networks with distributed power supply is proposed by combining the improved matrix algorithm and the improved whale optimization algorithm. When the uploaded fault information is distorted, the improved matrix algorithm is used to find the suspicious segments, and the improved whale optimization algorithm is used to locate the fault segments. When the uploaded fault information is completely correct, the improved matrix algorithm is used to locate the fault zone directly. The feasibility of the proposed method is confirmed by experimentally analyzing single-point faults and multi-point faults. The results reveal that the proposed method has better accuracy and rapidity in fault area localization compared with conventional fault localization methods, with a localization accuracy rate above 99.00% and an average localization time of 0.55s, which has a certain application value. © 2024 IEEE.

关键词： Power distribution faults

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Enhancing Data Consistency in Distribution Networks Leveraging Graph Contrastive Representation Learning 6

Enhancing Data Consistency in Distribution Networks Leveragi...

引用

6th international conference on Power and Energy Technology, ICPET 2024

作者： Liu, Siyan Shi, Danni Tang, Zhuang State Grid Laboratory of Grid Advanced Computing and Applications State Grid Smart Grid Research Institute Co.Ltd. Beijing China

ISBN: (纸本)9798350375855

The rapid integration of distributed renewable energy sources and the diversification of loads have precipitated profound changes in the configuration and operation of power distribution networks in the 21st century, underscoring the necessity for accurate and standardized power grid topology model data. This manuscript introduces a novel graph contrastive learning-based approach for the representation of node features in distribution networks, specifically targeting the alignment of identical nodes across different Common Information Model (CIM) documents. By combining self-supervised learning with graph neural networks, a feature extraction framework that integrates topological structural features and attribute features of the distribution network is proposed in the paper. Besides, the study designs a graph view generation strategy considering distribution network characteristics. The proposed method is validated by an 11-feeder distribution network dataset, and the results show the effectivity of the graph contrastive learning. © 2024 IEEE.

关键词： Contrastive Learning

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A Circuit System for High-Speed Multichannel Parallel Sampling of Quasi-Optical Signals 3

A Circuit System for High-Speed Multichannel Parallel Sampli...

引用

3rd IEEE international conference on distributed computing and Electrical Circuits and Electronics, ICDCECE 2024

作者： Wang, Zheng Gong, Yongwen Li, Chong Ma, Huijuan Wu, Wencui Guo, Juchuan Guo, Rui Beijing Smart-Chip Microelectronics Technology Co. Ltd. Beijing China State Grid Hebei Markting Service Center Shijiazhuang China Institute Of Microelectronics Chinese Academy Of Sciences Beijing China

ISBN: (纸本)9798350318609

In the advanced alignment measurement and control system of extreme ultraviolet lithography (EUV) equipment, it is necessary to process the optical signal carrying the position information and extract the high-precision marked position *** order to better collect the modulated optical signal, a high-speed multi-channel parallel sampling circuit system is designed, which can collect the light intensity signal in real time, high speed and effectively. Through the corresponding synchronous control system, it can realize the accurate measurement and high precision synchronous control of the advanced measurement and control system. In this circuit system, FPGA chip is used as the main control chip, and the 16-channel scanning modulated optical signal is independently and parallel processed. The sampling frequency is up to *** the basis of VPX bus architecture, the high-speed data transmission interface RapidIO is used for data transmission. The experimental results show that this circuit system can accurately collect the corresponding optical signal in real time and transmit the signal to the upper computer through the signal processing board, and then analyze the optical signal in real time. © 2024 IEEE.

关键词： Field programmable gate arrays (FPGA)

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Cloud resource computing power allocation method based on distributed multi-layer deep learning 6

Cloud resource computing power allocation method based on di...

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6th international conference on Computer Information Science and Application Technology, CISAT 2023

作者： Zhang, Xiaodong Yang, Mingjie Guo, Rui Di, Lei Wang, Wei State Grid Gansu Electric Power Gansu Lanzhou730050 China

ISBN: (纸本)9781510668546

Conventional cloud resource computing power allocation methods mainly focus on cloud resource scheduling, and the effect of computing power balanced allocation is poor. Therefore, a cloud resource computing power allocation method based on distributed multi-layer deep learning is designed. Establish a balance point for computing power distribution of cloud resources, increase computing power input at edge nodes, reduce computing power of public nodes, and maintain the overall balance of computing power of cloud resources. Based on distributed multi-layer deep learning, a computing power distribution model of cloud resources is constructed, and computing power in cloud resources is used cooperatively to build a bridge between cloud resources and services. Set the cloud side collaborative computing allocation mechanism, reduce the cost of computing power allocation of cloud resources, and ensure that each allocation is reasonable. By means of comparative experiments, it is verified that the distribution effect of this method is better and can be applied in real life. © 2023 SPIE.

关键词： computing power

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Research on Real-Time Power Line Loss Detection Technology Based on Information Engineering Drive 2

Research on Real-Time Power Line Loss Detection Technology B...

引用

2nd international conference on distributed computing and Optimization Techniques, ICDCOT 2024

作者： Zhang, Jie Liu, Shengchun Feng, Chao Zhang, Shikun Ding, Haibo Zhu, Junze State Grid Qinghai Electric Power Research Institute Qinghai Xining China Qinghai Dehong Electric Power Technology Qinghai Xining China State Grid Qinghai Electric Power Company Qinghai Xining China School of Mathematical and Physical Science North China Electric Power University Beijing Changping China Haibei Electric Power Company of State Grid Qinghai Electric Power Company Qinghai Haiyan China Hydropower Development Sichuan Xiangcheng China

ISBN: (纸本)9798350382952

This paper proposes a real-time power line loss detection technology based on information engineering drive, firstly, through the algorithmic process of real-time power line loss detection, the real-time detection method of power line loss is determined. Secondly, by analyzing the redundancy relationship of independent components in distribution networks, the information engineering drive is used to improve the accuracy of line loss calculation, so as to reflect the historical line loss level. Finally, the accurate detection of power line loss is realized by solving the discriminant function of support vector machine. Simulation experiment results show that the real-time power line loss detection technology based on information engineering drive proposed in this paper has an average detection value of 97.53% and 97.68% in terms of line fault detection and metering device fault detection, respectively, and reduces the line loss rate of A and B groups to less than 1%, which can effectively improve the detection accuracy and reduce the measurement error and line loss rate, and it has certain practical It has certain practical value for electric power engineering. © 2024 IEEE.

关键词： Support vector machines

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Exploration of Use-Case-Dependent Modeling Approach for distributed DC-grids 6

Exploration of Use-Case-Dependent Modeling Approach for Dist...

引用

IEEE 6th international conference on Direct Current Microgrids (ICDCM)

作者： Lavery, Melanie Schwanninger, Raffael Marz, Martin Friedrich Alexander Univ Inst Power Elect Erlangen Germany

ISBN: (纸本)9798350363647;9798350363630

In this paper, the previously described Use-Case-Dependent Modeling Approach is evaluated and its usefulness for grid simulation is explored. One of the main merits of the approach is its application in automated system analysis. Previous results also suggest a reduced usage of computing resources. This however has not yet been systematically tested and properly verified. Therefore, to inspect the validity of this approach, the methodology is explained and simulation results are compared to measurements of the modeled DC system. It is shown that the grid models adequately represent the system's behavior and the simulation results can therefore be used for system analysis. Discrepancies can be explained by an insufficient modeling of the measured system's damping elements. These differences are however small enough to be mitigated by usually applied error margins, especially for system stability analysis. Although more work is required for full verification, the validity and versatility of the approach is demonstrated.

关键词： DC grids component modeling system analysis

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grid Integrated Solar Photovoltaic Converter Control for Power Quality Enhancement 5

Grid Integrated Solar Photovoltaic Converter Control for Pow...

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5th international conference on Control, Communication and computing, ICCC 2023

作者： Surasmi, N.L. Shiny, G. APJ Abdul Kalam Technological University Mar Baselios College of Engineering and Technology Dept. of Electrical and Electronics Engg Kerala India APJ Abdul Kalam Technological University Power Electronics Research Laboratory Dept. of Electronics and Communication Engg. College of Engineering Trivandrum Kerala India

ISBN: (纸本)9798350334128

In recent years, distributed generation systems derived from renewable sources like solar photovoltaic systems, fuel cells, wind farms etc. are picking upstream because of the growing demand for green energy. Battery energy storage systems are used for storing the energy generated form these renewable sources and are integrated using power converters to the utility grid system. A control strategy for the grid integrated photovoltaic converter is presented in this paper to mitigate the power quality issues owing to the connected non-linear loads. The grid integrated inverter is equipped with additional functionalities such as mitigation of harmonic distortions, reactive burden control and system power factor improvement along with power flow control. The fundamental active component of balanced load current is extracted to derive the reference compensating signal for the inverter. Thus, the grid-tied inverter will function like a shunt connected active filter at the point of common coupling to enhance the power quality of the utility grid. The analysis of the proposed scheme for photovoltaic fed inverter operation with simulation study reveals that the system satisfies the power quality standards. © 2023 IEEE.

关键词： Power quality

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