IEEE

Leakage Monitoring and Feature Importance Analysis of Hydraulic Systems Based on a Hybrid SVM-RF Algorithm

Abstract: Hydraulic systems serve as a pivotal component in modern industrial settings, where leakage faults significantly impact the system's safety and operational efficiency. This paper introduces ...
IEEE

Analysis of Distribution Network Weak Point Localization System Based on Topological Information

Abstract: The current distribution network vulnerability identification mostly focuses on static topology analysis, ignoring the actual business requirements, configuration and the interactions ...
IEEE

A Statistical Static Timing Analysis Algorithm Based On Graph Neural Network

Abstract: Satistical static timing analysis (SSTA) struggles with nonlinear MAX operations, which is crucial in block based statistical timing analysis. Most existing methods either incur high ...
IEEE

Genetic Algorithm-Based Optimization Framework for Offshore Wind Farm Layout Design

Abstract: Offshore wind farms have emerged as a crucial component of renewable energy generation, offering higher energy production rates due to stronger and more consistent wind conditions. However, ...
IEEE

Beyond Efficiency: Emotion-Aware Competitive Analysis of Online Algorithms

Abstract: Many of today’s infrastructures, from transportation and healthcare to cloud computing and digital marketplaces, rely on algorithms that must act online, meaning they make decisions ...
IEEE

Low-complex Fast-acquisition Algorithm and Analysis for Broadband LEO DSSS System

Abstract: In recent years, the applications of broadband direct sequence spread spectrum (DSSS) communications based on low earth orbit (LEO) satellites have become increasingly widespread. The high ...
IEEE

Analysis of Adolescent Mental Health Based on Machine Learning Algorithm

Abstract: With the improvement of people’s living standards, material needs have been satisfied, so attention has begun to be paid to mental health. Among them, adolescents due to adolescence, mental ...
IEEE

Design and Field-Programmable Gate Array Realization of a Multirate Multisampling Algorithm for Improving Signal-to-Noise Ratio in Pulse Compression Radars

Abstract: Due to the ongoing advancements in small unmanned systems (SUSs), the field of study on detecting targets with small radar cross section (RCS) areas is constantly expanding. Due to their ...
IEEE

Underdetermined Blind Source Separation Algorithm Based on Cyclostationary Analysis and Synchrosqueezing Transform for Anti-Mainlobe Jamming

Abstract: In the context of radar electronic countermeasures, this paper addresses the issue of mainlobe deception jamming signals by proposing a two-step underdetermined blind source separation (UBSS ...
IEEE

The Security Verification and Analysis of Information Nodes in Cyberspace by Deep Spiking Algorithm

Abstract: In the research on the security verification technology of information nodes in cyberspace, the balance accuracy and operational stability are very important for the security of the entire ...
IEEE

Analysis of a Multimodal Ocular Ultrasound Image Classification Algorithm Based on YOLO and VanillaNet

Abstract: The generation of traditional ophthalmic ultrasound examination reports primarily relies on clinicians manually entering information during procedures. This process is not only inefficient ...
IEEE

A Comprehensive Review of Transformer Design Optimization Using Evolutionary Algorithms: Advances, Challenges, and Future Directions

Abstract: Transformers are essential components of electrical power systems, representing a significant capital investment and requiring optimized designs to balance efficiency, cost, and performance.