[HTML][HTML] Short-term electricity load forecasting based on improved data decomposition and hybrid deep-learning models

J Chen, L Liu, K Guo, S Liu, D He - Applied Sciences, 2024 - mdpi.com
Short-term power load forecasting plays a key role in daily scheduling and ensuring stable
power system operation. The problem of the volatility of the power load sequence and poor …

Accurate Identification of Partial Discharge Signals in Cable Terminations of High-Speed Electric Multiple Unit Using Wavelet Transform and Deep Belief Network

Z Liu, J Li, T Zhang, S Chen, D Xin, K Liu, K Chen… - Applied Sciences, 2024 - mdpi.com
Cable termination serves as a crucial carrier for high-speed train power transmission and a
weak part of the cable insulation system. Partial discharge detection plays a significant role …

[HTML][HTML] An Innovative Gradual De-Noising Method for Ground-Based Synthetic Aperture Radar Bridge Deflection Measurement

R Wang, H Wu, S Zhao - Applied Sciences, 2024 - mdpi.com
Effective noise reduction strategies are crucial for improving the precision of Ground-Based
Synthetic Aperture Radar (GB-SAR) technology in bridge deflection measurement …

[HTML][HTML] A Non-Invasive Fetal QRS Complex Detection Method Based on a Multi-Feature Fusion Neural Network

Z Huang, J Yu, Y Shan, X Wang - Applied Sciences, 2024 - mdpi.com
Fetal heart monitoring, as a crucial part of fetal monitoring, can accurately reflect the fetus's
health status in a timely manner. To address the issues of high computational cost, inability …

Empirical Wavelet Transform Based ECG Signal Filtering Method

S Elouaham, A Dliou, W Jenkal… - Journal of Electrical …, 2024 - Wiley Online Library
The electrocardiogram (ECG) is a diagnostic tool that provides insights into the heart's
electrical activity and overall health. However, internal and external noises complicate …

[HTML][HTML] A Variational Mode Decomposition–Grey Wolf Optimizer–Gated Recurrent Unit Model for Forecasting Water Quality Parameters

B Li, F Sun, Y Lian, J Xu, J Zhou - Applied Sciences, 2024 - mdpi.com
Water is a critical resource globally, covering approximately 71% of the Earth's surface.
Employing analytical models to forecast water quality parameters based on historical data is …

Study on Denoising Method of Weld Defect Signal Based on SSA-VMD-WPD.

X Chen, S Gong, W Pan, Y Kang… - Applied Sciences (2076 …, 2024 - search.ebscohost.com
Defects in welds can affect the structural safety and reliability of workpieces. Currently, the
method of using phased array ultrasonic inspection technology for non-destructive testing of …

A Novel Dual-Component Radar-Signal Modulation Recognition Method Based on CNN-ST

C Wan, Q Zhang - Applied Sciences, 2024 - mdpi.com
Dual-component radar-signal modulation recognition is a challenging yet significant
technique for electronic reconnaissance systems. To improve the lower recognition …