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Multistep Wind Speed Forecasting Based on a Hybrid Model of VMD and Nonlinear Autoregressive Neural Network
Published 2021-01-01Get full text
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922
Low-carbon optimization planning method for integrated energy system based on DG uncertainty affine model
Published 2024-08-01Get full text
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924
Machine Learning Models Informed by Connected Mixture Components for Short- and Medium-Term Time Series Forecasting
Published 2024-10-01“…For geophysical spatiotemporal data, the decrease in Root Mean Square Error (RMSE) was up to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>27.7</mn><mo>%</mo></mrow></semantics></math></inline-formula>, and the reduction in Mean Absolute Percentage Error (MAPE) was up to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>45.7</mn><mo>%</mo></mrow></semantics></math></inline-formula> compared with ML models without probability informing. …”
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SP-RF-ARIMA: A sparse random forest and ARIMA hybrid model for electric load forecasting
Published 2025-06-01Get full text
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Thermal Performance Test of a Phase-Change-Material Cool Roof System by a Scaled Model
Published 2018-01-01Get full text
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IonoBench: Evaluating Spatiotemporal Models for Ionospheric Forecasting Under Solar-Balanced and Storm-Aware Conditions
Published 2025-07-01“…Compared to the C1PG baseline (the CODE 1-day forecast product), SimVPv2 achieves a notable RMSE reduction up to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>32.1</mn><mo>%</mo></mrow></semantics></math></inline-formula> across various subsets under diverse solar conditions. …”
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Dynamic optimization of a composite material robot arm using a flexible link and joint model
Published 2025-09-01Get full text
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