IEEE

Research on ice thickness prediction of power transmission lines based on SO-CNN-LSTM algorithm

One of the fundamental requirements for the operation of power systems is safety and stability. However, in recent years, natural disasters such as rain, snow, and freezing weather have posed a ...
IEEE

Depthwise Convolution with Winograd Algorithm for Efficient CNN Acceleration

This work explores an efficient convolutional acceleration framework tailored for edge devices by integrating Depthwise Convolution with the Winograd algorithm. Through RTL-based hardware ...
IEEE

Hybrid Deep Learning Algorithm for Real-Time Emotion Detection from Facial Expressions

Abstract: Effective and real-time facial expression detection is becoming increasingly crucial in affective computing, intelligent user interfaces, and mental health screening to comprehend human ...
IEEE

Recognition of Eye Diseases Based on Convolutional Neural Networks (CNN)

Abstract: In this study, a convolutional neural network (CNN)-based method for eye disease recognition is proposed, aiming to identify multiple common eye diseases through automatic analysis of fundus ...
IEEE

DeepStress: CNN-GRU-Based Workplace Stress Detection using Facial Expressions and Body Posture

Abstract: Workplace stress is a significant concern, affecting employees' mental and physical well-being. This research proposes a CNN-GRU-based model for workplace stress detection using facial ...
IEEE

Short-Term Power Load Forecasting Based on CNN-BiLSTM Optimized by Snow Ablation Algorithm

Abstract: To enhance the accuracy of short-term power load forecasting, this paper proposes a hybrid prediction model based on the Snow Ablation Optimization (SAO) algorithm, integrating Convolutional ...
IEEE

Impact Analysis of Feature Parameter Selection on CNN-Based Fault Detection Algorithms in LCC HVDC Transmission Systems

Abstract: Line-Commutated Converter High Voltage Direct Current (LCC HVDC) is a prominent method for HVDC power transmission. This paper addresses the fault identification challenge in LCC HVDC ...
CNN

Human evolution’s biggest mystery has started to unravel. How 2025 tipped the scales

Human evolution’s biggest mystery, which emerged 15 years ago from a 60,000-year-old pinkie finger bone, finally started to unravel in 2025. Analysis of DNA extracted from the fossil electrified the ...
IEEE

Transformer Vibration Recognition Method Based on Lightweight Deep Learning Algorithm

Abstract: In order to enhance the prediction speed of the transformer vibration recognition diagnostic algorithm, as well as to improve recognition accuracy in low signal-noise ratio environments, a ...
IEEE

Fault Diagnosis of Photovoltaic Power Stations Based on the CNN-LSTM-BP Algorithm

Abstract: Driven by the strategic goals of carbon peak and carbon neutrality, photovoltaic (PV) power generation has developed rapidly. However, PV power stations are prone to failures such as ...
IEEE

Recognition of Weld Damage in T-Welded Steel Based on a Modified Reconstruction Algorithm for Probabilistic Inspection of Damage

Abstract: Using ultrasonic guided wave (UGW) technology to realize on-line crack damage identification of T-welded steel has been a research hotspot in recent years. However, in practical engineering ...