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Data‐Driven Feature Decomposition Integrated Prediction Model for Dust Concentration in Open‐Pit Mines
Published 2025-06-01“…The original data on dust concentration is not only nonstationary, nonlinear, and nonperiodic but also exhibits high complexity and variability. The decomposition ensemble prediction model can accurately forecast the dust concentration in open‐pit mines. …”
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A spectral analysis of chaotic oscillations in simulation model of Chua’s circuit developed with use of matrix decomposition
Published 2019-03-01“…The obtained terms are the basis of the simulation model used for carrying out computational experiments. …”
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A Decomposition-Based Stochastic Multilevel Binary Optimization Model for Agricultural Land Allocation Under Uncertainty
Published 2025-04-01“…This study developed a decomposition-based stochastic multilevel binary optimization model for agricultural plot management. …”
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A composite index-based insurance instrument for managing the financial risk of variable hydrometeorology for electric utilities
Published 2025-01-01“…Extreme temperatures often increase electricity demand, raising utility costs, while drought reduces hydropower generation and often reduces revenues, with financial impacts potentially exacerbated by spikes in fuel prices, particularly natural gas. In this study, a model of the US. West Coast power system is combined with a financial risk model of a large California electric utility as it responds to variable hydrometeorology and market conditions, and is used to test the performance of a novel financial tool for managing risk. …”
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Extension of the Multi-TP Model Transformation to Functions with Different Numbers of Variables
Published 2018-01-01Get full text
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FINITE ELEMENT MODELING OF COMPOSITE MATERIAL FATIGUE STRENGTH
Published 2013-09-01“…Fatigue calculation is of primary importance when designing parts and assemblies made of composite materials to operate under the variable load. …”
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Forecasting water quality indices using generalized ridge model, regularized weighted kernel ridge model, and optimized multivariate variational mode decomposition
Published 2025-05-01“…The light gradient boosting machine model (LGBM) is also implemented to select the influential input variables. …”
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Modeling of an automated recruitment planning system for educational organizations
Published 2024-07-01Subjects: Get full text
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GIS Analysis Model Integration and Service Composition Prospects
Published 2025-07-01“…In the context of rapidly evolving geospatial technologies, this study provides a comprehensive review of GIS model integration and service composition, emphasizing their critical roles in enhancing spatial analysis accuracy, decision-making efficiency, and cross-domain interoperability. …”
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Performance Evaluation of Extended EWMA Chart for AR Model with Exogenous Variables
Published 2024-12-01“…The primary goal of this study is to present the explicit formulas for calculating the ARL of the extended EWMA control chart for autoregressive models with exogenous variables (ARX) and exponential white noise. …”
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Influence of dry-wet cycles on the strength behavior of biopolymer and fiber composite modified loess
Published 2025-07-01“…This study proposes an innovative reinforcement method using bio-polymer and fiber composite modified loess (BFCL). Through systematic experiments including direct shear tests, quantitative crack characterization via Particle and Crack Analysis System (PCAS), and damage variable modeling, the mechanical response of BFCL under dry-wet cycles was comprehensively evaluated. …”
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Do Exogenous Shocks in Macroeconomic Variables Respond to Changes in Stock Prices?
Published 2022-12-01“…The study applies two econometric models such as «Variance Decomposition» (VDC) and «Impulse Response Function» (IRF) for examining the exogenous shocks in macroeconomic variables respond to changes in stock prices. …”
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Differential quadrature free vibration analysis of sandwich plates with curvilinear fiber variable stiffness composite face sheets
Published 2025-07-01“…The novelty of this study lies in the first application of an integrated DQM-FSDT approach to the free vibration analysis of sandwich plates with variable-stiffness curvilinear fiber composites. Notably, this method attains accuracy comparable to higher-order models (<5% error) with merely a 19 × 19 mesh. …”
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A multi-channel spatiotemporal SegNet model for short term wind power prediction with sequence decomposition and reconstruction
Published 2025-09-01“…This article proposes a multi-channel spatiotemporal SegNet (MCST-SegNet) model that achieves synchronous power prediction for all wind turbines in a wind farm. …”
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Reservoir water level prediction using combined CEEMDAN-FE and RUN-SVM-RBFNN machine learning algorithms
Published 2025-06-01Get full text
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