The grid integrated with distributed energy resources or generators (DERs) called microgrids are being used extensively because of power hunger in the world. Since the integration of more distributed generations, powe...
详细信息
The likelihood of unanticipated node failures in large-scale parallel computers increases with growing numbers of nodes. Furthermore, global reduction operations become major bottlenecks due to their limited parallel ...
详细信息
ISBN:
(纸本)9798350364613;9798350364606
The likelihood of unanticipated node failures in large-scale parallel computers increases with growing numbers of nodes. Furthermore, global reduction operations become major bottlenecks due to their limited parallel scalability. The Preconditioned Conjugate Gradient (PCG) method faces these challenges.
In spatial databases, range queries based on R-tree and K-D tree indexing are more efficient in low-dimensional spaces, and their efficiency in multi-dimensional spaces deteriorates. Geohash divides the space into gri...
详细信息
The virtual power plant is an important part of the new power system. Its IoT components need to collect and process energy equipment measurement data in real time, which inevitably uses stream computing. This paper i...
详细信息
This research introduces a novel anomaly detection framework for IoT -based Smart grid Cybersecurity Systems. Leveraging autoencoders, LSTM networks, GANs, SOMs, and transfer learning, our approach achieves superior p...
详细信息
Unmanned aerial vehicle (UAV) has the advantages of simple operation, sensitive response, flexible flight, long battery life and low cost, and has become a conventional way of power inspection. However, the video sign...
详细信息
In the field of electricity, in response to the problem of graph neural networks having both significant performance and poor robustness, this may lead to poor recommendation performance or affect social evaluation, p...
详细信息
In the current global energy crisis, distributed photovoltaic power generation represents an innovative approach to integrated power generation and energy utilization, offering significant prospects for development. H...
详细信息
Efficiency in power dispatch systems is critical to ensure as it depends on the optimal resource utilization and maintaining grid stability. As power systems evolve into data-intensive environments, traditional centra...
详细信息
The proceedings contain 21 papers. The topics discussed include: enhancing the performance of photonic crystal and gates with machine learning optimization;bitcoin price prediction based on financial data, technical i...
ISBN:
(纸本)9798350381580
The proceedings contain 21 papers. The topics discussed include: enhancing the performance of photonic crystal and gates with machine learning optimization;bitcoin price prediction based on financial data, technical indicators, and news headlines sentiment analysis using CNN and GRU deep learning algorithms;promoting cybersecurity knowledge via gamification: an innovative intervention design;modeling and verification of the causal broadcast algorithm using colored Petri Nets;GPU-based parallel technique for solving n-similarity problem in textual data mining;a novel approach for specification and verification of symmetric distributed algorithms using spin;optimizing geophysical workloads in high-performance computing: leveraging machine learning and transformer models for enhanced parallelism and processor allocation;and rational Jacobi kernel functions: a novel massively parallelizable orthogonal kernel for support vector machines.
暂无评论