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检索条件"任意字段=5th IEEE International Conference on Distributed Computing in Sensor Systems"

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Development of a distributed Intelligent Control System for Electricity Distribution Grids. Review of Distribution Grid Control systems 5

Development of a Distributed Intelligent Control System for ...

引用

5th international Youth Scientific and Technical conference Relay Protection and Automation, RPA 2022

作者： Voloshin, A.A. Asmykovich, E.B. Zudkin, P.A. Kiselev, M.V. Taipov, M.I. Linkov, A.A. National Research University Mpei Relay Protection and Automation of Power Systems Department Moscow Russia

ISBN: (数字)9798350399912

ISBN: (纸本)9798350399912

At present, the idea of energy transition is spreading in many countries, which consists in the transformation of traditional power systems to power systems based on intelligent distributed architectures, partial power generation in which is carried out by local generating capacities mainly based on renewable energy sources. In this regard, there is a need to build a system of optimal management of distributed smart grids. this paper assesses the existing problems associated with the management of local distributed generation, as well as analyzes the existing methods of management and proposes a new method. © 2022 ieee.

关键词： Electric power distribution

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Construction of Multi-period TSO-DSO Flexibility Regions 5

Construction of Multi-period TSO-DSO Flexibility Regions

引用

5th international conference on Smart Energy systems and Technologies (SEST)

作者： Lopez, Luis Gonzalez-Castellanos, Alvaro Pozo, David Skolkovo Inst Sci & Technol Skoltech Ctr Energy Sci & Technol Moscow Russia

ISBN: (数字)9781665405577

ISBN: (纸本)9781665405577

Active distribution networks (ADN) have grown considerably in recent years. distributed energy resources present in ADNs can provide flexibility to the power system through TSO/DSO coordination, i.e., at the interface node (feeder) between the transmission and distribution network. this paper addresses the issue of calculating multi-period flexibility regions of the ADNs. Flexibility regions are tightly dependent between periods and conditioned on the actual deployment of such flexibilities in real-time. the existing state-of-the-art has not provided a robust methodology for building multi-period flexible regions. We present a new mathematical framework based on a non-iterative formulation that considers the multi-period flexibility boundary points in a single optimization problem. the proposed methodology is evaluated on ieee standard test networks and compared with the most widely used methods in the literature.

关键词： distributed energy resources Flexibility Multiperiod constraints TSO/DSO interface Active distribution grid

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A Node-Level distributed Power Flow Based on Newton-Raphson Method 5

A Node-Level Distributed Power Flow Based on Newton-Raphson ...

引用

5th international conference on Renewable Energy and Power Engineering, REPE 2022

作者： Tan, Sikai Wu, Minghuan Peng, Jianchun Jiang, Hui College of Mechatronic and Control Engineering Shenzhen University Shenzhen China College of Optoelectronic Engineering Shenzhen University Shenzhen China

ISBN: (数字)9781665482066

ISBN: (纸本)9781665482066

In the future power system, it is necessary to develop a power flow method that can protect the privacy information of generators and electricity purchasers, and alleviate the calculation pressure of the central calculator. In this paper, a node-level distributed power flow method based on the Newton-Raphson method is established. First, the method regards a single node in the power network as an agent (capable of independent computing devices), and then constructs a single node power balance equation. Taking the voltage of the neighbor node as a known invariant and using the first-order Taylor approximation, the iterative formula of the node voltage is derived. this method disperses the computational load confronted in the central processor by constructing an iterative formula for a single node. In addition, each node only needs the voltage value of its neighboring nodes for computation. Hence, this method can well protect the privacy information of generators and electricity purchasers. By simulating several ieee systems, the results show that the distributed method and the centralized method get the same answer, which means that the distributed method is effective. © 2022 ieee.

关键词： Newton-Raphson method

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distributed Optimal Scheduling of Integrated Energy systems Based on Federated Reinforcement Learning 5

Distributed Optimal Scheduling of Integrated Energy Systems ...

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5th international conference on Robotics, Intelligent Control and Artificial Intelligence, RICAI 2023

作者： Sun, Zhiqing Chen, Yifang Xuan, Yi Chen, Yuanzhong Lou, Yinan Hangzhou Power Supply Company State Grid Zhejiang Electric Power Co. Ltd. Hangzhou China Hangzhou Xiaoshan District Power Supply Company State Grid Zhejiang Electric Power Co. Ltd. Hangzhou China

ISBN: (纸本)9798350357950

this paper addresses the economic optimization scheduling problem of integrated energy systems while taking the data privacy concerns into account. While traditional optimization methods can address scheduling problems in specific scenarios, they often struggle to adapt rapidly to the stochastic variations in loads and renewable energy sources. Data-driven deep reinforcement learning offers significant advantages in tackling this issue, but it involves handling a substantial amount of sensitive data. To address this challenge, this paper proposes a method that combines collaborative learning among multiple intelligent agents with privacy-preserving techniques to maximize system efficiency and protect user privacy. Initially, each intelligent agent undergoes local training, followed by the uploading of model parameters to a global server for privacy protection and federated averaging. Global average parameters are then distributed to individual agents for local model updates, with this process iterated multiple times until satisfactory performance is achieved. Experimental results demonstrate that this method achieves secure transmission and processing of user data through privacy protection measures, while achieving significant success in low-carbon economic dispatch. With the support of differential privacy mechanisms, the integrated energy system achieves an excellent balance between privacy protection and solution performance. © 2023 ieee.

关键词： Data privacy Federated reinforcement learning Integrated energy system Privacy-preserving techniques

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Simulation Analysis of Energy-Optimized Routing Techniques for Wireless sensor Network 5

Simulation Analysis of Energy-Optimized Routing Techniques f...

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5th international conference on Contemporary computing and Informatics, IC3I 2022

作者： Meena, Vijay Kumar Sharma, Kanika Kumar, Amod NITTTR Chandigarh Department of ECE Chandigarh India

ISBN: (纸本)9798350398267

the sensor nodes are energy limited, hence, it is mandatory to consider energy-efficient routing methods to deal with it. therefore, in this paper, we discuss various routing algorithms in Wireless sensor Network (WSN). In these algorithms, the Cluster Head (CH) selection has been the important objective. Further, we perform comparative simulation analysis for the protocol Particle Swarm Optimization (PSO)-based Dual Sink Mobility (PSODSM) and Genetic Algorithm-based Optimized Clustering (GAOC). the reason for choosing these two algorithms is the novel approach to remove the energy-hole issue. PSODSM presents dual sink mobility and selects CH based on PSO, however GAOC and Multiple Sink based GAOC use GA for selecting the CH. It is observed that GAOC performs better than the PSODSM protocol in terms of different performance metrics. this research work will help the researchers to analyze the performance of existing routing protocols aiming to mitigate the hot-spot problem. © 2022 ieee.

关键词： Genetic algorithms

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BTDFS: B+ Tree-Based distributed File Storing Mechanism for Improving Small File Storage 24

BTDFS: B+ Tree-Based Distributed File Storing Mechanism for ...

引用

24th ieee international conference on High Performance computing and Communications, 8th ieee international conference on Data Science and systems, 20th ieee international conference on Smart City and 8th ieee international conference on Dependability in sensor, Cloud and Big Data systems and Application, HPCC/DSS/SmartCity/DependSys 2022

作者： Zhang, Jingyu Tian, Jiachen Luo, Lailong School of Computer and Communication Engineering Changsha University of Science and Technology Changsha China School of Systems Engineering National University of Defense Technology Science and Technology on Information Systems Engineering Laboratory Changsha China

ISBN: (纸本)9798350319934

Hadoop is currently the most popular big data processing architecture, which provides a processing framework for managing and analyzing massive data. Hadoop distributed File System (HDFS) is the core component for storing data in the Hadoop systems. It performs well when storing and managing large-sized files. However, it shows extremely bad performance when dealing with a large number of small files, which is reflected in the consumption of a large amount of memory space of the NameNode node and the low efficiency of accessing small files. Archive file is proposed to solve this problem. It combines small files into larger merged files for storage, and uses index files to record the relevant information of small files in the merged files. However, archive files (e.g., Hadoop Archive, MapFile) all require additional processing and multiple I/O operations to obtain index information before actually accessing the file content, which reduces the efficiency of file access. this paper proposes a novel distributed file storing mechanism called B+ Tree-Based distributed File Storing mechanism (BTDFS), which combines a large number of small files into a merged file, records the index information of the small files in the merged file, and organizes the index information into a B+ tree for storage. Using BTDFS, while reducing the metadata consumption of the NameNode node, improves the access performance of a single small file with additional abilities, which provides convenience for analyzing a large number of small files. Finally, this paper designs corresponding experiments for the proposed BTDFS, and tests and analyzes the memory usage in N ameN ode and the access performance of small files. the experimental results show that the proposed BTDFS can effectively reduce the memory usage of the NameNode, and the efficiency of accessing small files is improved compared with state-of-the-art methods. © 2022 ieee.

关键词： Digital storage

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Blocks of Cell-Hierarchical Identification and Optimization of Complex Spatially distributed Production systems 5

Blocks of Cell-Hierarchical Identification and Optimization ...

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5th international conference on Control systems, Mathematical Modeling, Automation and Energy Efficiency, SUMMA 2023

作者： Korneev, Andrey Lavrukhina, Tamara Smetannikova, Tatiana Pantyushin, Mikhail Lipetsk State Technical University Institute of Mechanical Engineering and Transport Lipetsk Russia Lipetsk State Technical University Faculty of Automation and Informatics Lipetsk Russia

ISBN: (纸本)9798350309126

Complexly structured production systems can be represented in the form of a cellular hierarchical structure. Individual stages of processing create certain impacts on the quality indicators of the finished product. the task of creating new methods for search optimization of complex processes and developing control algorithms is due to the complexity of finding exact dependencies between technological quantities and properties regulated by standards. Identification of multi-stage production processes can be carried out in the form of parallel and sequential flows. Since fulfilling the requirements of a certain trajectory does not allow obtain a single combination of output alphabets, it is necessary for each technological chain to describe its own probabilistic automaton. A separate processing stage can be described as a cell without memory and is a lower-level automaton. Each of the aggregates, in turn, is described in the form of a higher-level automaton (aggregate automaton), which includes a chain of cells formed by operation automata. this chain forms a linear iterative chain. the problem of discrete optimization comes down to determining such a technological subset for which the objective function (a criterion for assessing the effectiveness of the operating modes of complex systems) takes on the maximum value. the design of processing modes for industrial systems, taking into account many quality criteria, has the nature of a heuristic iterative process. © 2023 ieee.

关键词： Optimization

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Blockchain Technology with Applications to distributed Control and Cooperative Robotics 5

Blockchain Technology with Applications to Distributed Contr...

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5th international conference on Contemporary computing and Informatics, IC3I 2022

作者： Kumar, K. Suresh Yadav, Dharmendra Joshi, Sanjeev Kumar Chakravarthi, M. Kalyan Jain, Amit Kumar Tripathi, Vikas Panimalar Engineering College Department of MBA Poonamallee Chennai Varadarajapuram India Department of Computer Science and Engineering Chak RuralRajasthan Bikaner India Uttaranchal University Uttaranchal Institute of Technology Uttarakhand Dehradun India VIT - AP University School of Electronics Engineering Andhra Pradesh Amaravati India Delhi University Computer Science Delhi India Graphic Era Deemed to Be University Department of Computer Science & Engineering Uttarakhand Dehradun India

ISBN: (纸本)9798350398267

Various advantages of blockchain include decentralisation, persistence, anonymity, and auditability. Numerous researchers are now interested in distributed control systems that facilitate coordinated and cooperative autonomy as a result of the rising market for robotics. the fields of distributed control and cooperative robotics have constantly faced unsolvable issues with safety and distributed communication. Blockchain innovation has recently been recognized in this setting as a viable technique to solve several of the above problems, including the recognition of malicious nodes, malfunction in process automation, non-compliance with the established standards and privacy protections, safety strikes on robotic, and lack of clarity in measuring performance and audits. this research aims to offer a pathway for newcomers to enter this study area by providing a comprehensive image of blockchain technology's operating principle and important components in the terminology of management and robotics. Blockchain innovation holds out hope for a comprehensive resolution to this issue and offers a comprehensive review of the system in the form of tutorials. the importance of blockchain in various robotics application cases is then examined. the approaches for future study that can lead to breakthroughs and successful blockchain incorporation in the robotics industry are then highlighted. © 2022 ieee.

关键词： Blockchain

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Fabrication Techniques for Multi-Layer Printed Flexible Hybrid sensor systems 5

Fabrication Techniques for Multi-Layer Printed Flexible Hybr...

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5th ieee international conference on Flexible and Printable sensors and systems, FLEPS 2023

作者： Kachhadiya, Jeneel Pravin Andrews, Joseph University of Wisconsin - Madison Department of Electrical and Computer Engineering Madison United States University of Wisconsin - Madison Department of Mechanical Engineering Madison United States

ISBN: (纸本)9781665457330

Additive manufacturing can revolutionize circuit fabrication and enable printed electronics. Flexible circuits made using this technology can be used in wearable or conformable electronic sensing systems. However, fabricating practical circuits with multi-layer interconnects or VIAs using additive techniques and flexible substrates is challenging. To address this issue, we evaluate four different methods for fabricating VIAs in flexible printed circuits, including soldered, printed, conductive epoxy, and zero-ohm jumper VIAs. We subject the circuits to different levels of bending strains and measure changes in conductive properties and mechanical integrity to validate each method. Printed VIAs exhibit the most ideal properties compared to other methods, with a baseline resistance of approximately 0.9 Ohms and a change of approximately 7% when subjected to a bending radius of 12 mm. We use printed VIAs to manufacture a fully conformable impact sensing system that can be adhered to a sports ball, demonstrating their effectiveness. this highlights the utility of multi-layer flexible PCB fabrication using additive printing technology. © 2023 ieee.

关键词： Flexible electronics

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Simulation of Simple Grid-connected System Based on PV distributed Generation 5

Simulation of Simple Grid-connected System Based on PV Distr...

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5th international conference on Power Engineering and Renewable Energy, ICPERE 2022

作者： Li, Mingran Fujita, Goro Graduate School of Engineering and Science Shibaura Institute of Technology Electrical Engineering and Computer Science Tokyo Japan College of Engineering Shibaura Institute of Technology Department of Electrical Engineering Tokyo Japan

ISBN: (纸本)9781665455480

this paper describes the research found and design processes that implemented while developing three-Phase Inverter System. the report will begin with research on inverters, inverter control, and components used in this design. this article explores methods and possibilities for implementing low-cost photovoltaic grid-connected power generation systems. this system can meet the needs of on-campus teaching and small-scale distributed power generation. © 2022 ieee.

关键词： distributed power generation

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