Window Function Shape Independent Short Time Fourier Transform and Efficient Signal Reconstruction from Time Frequency Distribution DOI
Bertan Karahoda

Circuits Systems and Signal Processing, Journal Year: 2025, Volume and Issue: unknown

Published: March 18, 2025

Language: Английский

Machine Learnings Integrating with Preceding Sst Patterns Allow for Skillful Forecast of Compound Dry-Hot Events DOI
Xushu Wu, Xinle Feng,

Zhaoli Wang

et al.

Published: Jan. 1, 2025

Language: Английский

Citations

0
Driving analysis and prediction of COD based on frequency division DOI

Mei Li,

Kexing Chen,

Deke Wang

et al.

Stochastic Environmental Research and Risk Assessment, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 20, 2025

Language: Английский

Citations

0
Data-driven hydraulic pressure prediction for typical excavators using a new deep learning SCSSA-LSTM method DOI
Hao Feng, Hao Zhou, Donghui Cao

et al.

Expert Systems with Applications, Journal Year: 2025, Volume and Issue: unknown, P. 127078 - 127078

Published: Feb. 1, 2025

Language: Английский

Citations

0
Global Horizontal Irradiance Prediction Model Based on Mixed Spatial Information and Aerosol Classification DOI Creative Commons

Xiuyan Gao,

Yujun Hou,

Suning Li

et al.

Energy Science & Engineering, Journal Year: 2025, Volume and Issue: unknown

Published: March 3, 2025

ABSTRACT Reliable and accurate predictions of solar radiation are essential for the supervision operation photovoltaic power generation systems. As primary media involved in atmospheric transfer, aerosols significantly influence global horizontal irradiance (GHI). The composition, shape, number density distribution vary greatly, resulting significant differences their optical properties, which turn affect different ways. This study aims to explore impact types on predicting GHI. First, we expanded data within a fixed region by incorporating spatial information supplement timescale data. Furthermore, used Informer model forecast GHI regions, inputting historical aerosol depth (AOD), meteorological parameters, Finally, an classification classify regions calculated types. findings suggest that impacts predictive performance When continental subcontinental dominated, improved. biomass‐burning dominate, accuracy reduced.

Language: Английский

Citations

0
Window Function Shape Independent Short Time Fourier Transform and Efficient Signal Reconstruction from Time Frequency Distribution DOI
Bertan Karahoda

Circuits Systems and Signal Processing, Journal Year: 2025, Volume and Issue: unknown

Published: March 18, 2025

Language: Английский

Citations

0