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Soil Moisture Retrieval in Winter Wheat Fields at Different Growth Stages: Integrating a Two-Component Polarimetric SAR Decomposition With CIEM
Published 2025-01-01“…This article contributes to the current body of the literature on radar-driven SM retrieval approaches by proposing an integrated <italic>C</italic>-band two-component polarimetric decomposition method applied on winter wheat fields. …”
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224
Two-stage photovoltaic power forecasting method with an optimized transformer
Published 2024-12-01“…To address the complex characteristics of nonlinearity, volatility, and periodicity, a novel two-stage PV forecasting method based on an optimized transformer architecture is proposed. …”
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Research on digital twin modeling method for combustion process based on model reduction
Published 2025-01-01“…In response to the difficulty in obtaining combustion information within coal-fired boiler furnaces, a method is proposed in this study to improve the reduced-order model using clustering segmentation. …”
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227
Modal-Decomposition-Dependent State-Space Modeling and Modal Analysis of a Rigid-Flexible, Coupled, Multifreedom Motion System: Theory and Experiment
Published 2020-01-01“…Based on the similarity principle, a modal analysis method is proposed to transfer the standard state-space model to the proposed modal-decomposition-dependent state-space model. …”
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228
A data-driven reduced-order model for fast prediction of resonant acoustic flow under vertical vibration based on secondary decomposition
Published 2025-04-01“…High-complexity temporal coefficients, identified through sample entropy analysis, undergo secondary decomposition using methods such as variational mode decomposition. …”
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Research on water quality prediction of Jiangshan Port based on SCV-CBA model
Published 2025-07-01Get full text
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EXCHANGE RATE DYNAMICS AND FORECASTING ACCURACY IN EMERGINGECONOMIES: INTEGRATING ENSEMBLE LEARNING MODELS WITH STRUCTURAL TIME SERIES DECOMPOSITION FOR THE USD/ZAR RATE
Published 2024-09-01“…Among the models tested, AdaBoost outperformed Random Forest and K-Nearest Neighbors in terms of forecast accuracy, as measured by RMSE and MAE, despite lowexplanatorypower across all models. …”
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Key Nodes Identification Method in Scale-Free Network Based on Structural Holes
Published 2025-01-01“…This study proposes a novel hybrid method that integrates structural holes importance indices with Mixed Degree Decomposition (MDD) to optimize node importance evaluation. …”
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234
Short-term forecasting method for net load considering the impact of high proportion of distributed renewable energy
Published 2025-09-01“…The model first employs a neural network-based sequence-to-point learning non-intrusive load decomposition method to decompose the net load data into constituent components with different characteristics. …”
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A multi-scale fusion prediction method for lithium-ion battery capacity based on ensemble empirical mode decomposition and nonlinear autoregressive neural networks
Published 2019-03-01“…In order to overcome low precision problem in long-term prediction for lithium-ion battery capacity, this article proposes a multi-scale fusion prediction method based on ensemble empirical mode decomposition and nonlinear autoregressive models neural networks. …”
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Classification and Recognition Method for Bearing Fault based on IFOA-SVM
Published 2021-02-01“…In order to identify the nonlinear classification of bearing fault features more accurately, a fault identification method based on IFOA-SVM is proposed. Firstly, the variational mode decomposition method is used to decompose the vibration signals of the bearing, and the fuzzy approximate entropy and energy entropy of the modal component is used to form fault characteristics. …”
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Hybrid AI-Based Framework for Renewable Energy Forecasting: One-Stage Decomposition and Sample Entropy Reconstruction with Least-Squares Regression
Published 2025-06-01“…The framework uses a one-stage decomposition strategy, applying variational mode decomposition and an improved empirical mode decomposition method with adaptive noise. …”
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A Clustering-Based Dimensionality Reduction Method Guided by POD Structures and Its Application to Convective Flow Problems
Published 2025-06-01Subjects: “…POD (proper orthogonal decomposition)…”
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239
PERFORMANCE COMPARISON OF SOME TYPES OF WAVELET TRANSFORMS FOR TOURISM DATA PATTERN APPROXIMATION
Published 2025-07-01“…Data on tourist visits to an area, including to NTB, is a representation of time series data. The wavelet method is one of the tools that is quite reliable for modeling time series data. …”
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Kinetic Study and Thermal Decomposition Behavior of Lignite Coal
Published 2015-01-01Get full text
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