Ultra-short-term multi-step wind speed prediction for wind farms based on adaptive noise reduction technology and temporal convolutional network
Fuente:
arXiv
Saved in:
| Main Author: | Huang, Haojian |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls
by: Chen, Jungang, et al.
Published: (2023)
by: Chen, Jungang, et al.
Published: (2023)
Graph convolutional network as a fast statistical emulator for numerical ice sheet modeling
by: Rahnemoonfar, Maryam, et al.
Published: (2024)
by: Rahnemoonfar, Maryam, et al.
Published: (2024)
Deep encoder-decoder hierarchical convolutional neural networks for conjugate heat transfer surrogate modeling
by: Ebbs-Picken, Takiah, et al.
Published: (2023)
by: Ebbs-Picken, Takiah, et al.
Published: (2023)
An adaptive network-based approach for advanced forecasting of cryptocurrency values
by: Mehrban, Ali, et al.
Published: (2024)
by: Mehrban, Ali, et al.
Published: (2024)
Macroscopic transport patterns of UAV traffic in 3D anisotropic wind fields: A constraint-preserving hybrid PINN-FVM approach
by: Liang, Hanbing, et al.
Published: (2026)
by: Liang, Hanbing, et al.
Published: (2026)
GeOT: A spatially explicit framework for evaluating spatio-temporal predictions
by: Wiedemann, Nina, et al.
Published: (2024)
by: Wiedemann, Nina, et al.
Published: (2024)
A clustering adaptive Gaussian process regression method: response patterns based real-time prediction for nonlinear solid mechanics problems
by: Li, Ming-Jian, et al.
Published: (2024)
by: Li, Ming-Jian, et al.
Published: (2024)
Offshore wind farm layout optimization using mathematical programming techniques
by: Perez, Beatriz, et al.
Published: (2025)
by: Perez, Beatriz, et al.
Published: (2025)
Cross-attention-based bipartite graph neural network for coupled nodal and elemental field prediction in large-deformation sheet material forming
by: Zhao, Yingxue, et al.
Published: (2026)
by: Zhao, Yingxue, et al.
Published: (2026)
CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking
by: Wang, Yichen, et al.
Published: (2024)
by: Wang, Yichen, et al.
Published: (2024)
Interpretable long-term traffic modelling on national road networks using theory-informed deep learning
by: Li, Yue, et al.
Published: (2026)
by: Li, Yue, et al.
Published: (2026)
Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks
by: Zhang, Zhiyu, et al.
Published: (2024)
by: Zhang, Zhiyu, et al.
Published: (2024)
I-FENN for thermoelasticity based on physics-informed temporal convolutional network (PI-TCN)
by: Abueidda, Diab W., et al.
Published: (2023)
by: Abueidda, Diab W., et al.
Published: (2023)
Controllable diffusion-based generation for multi-channel biological data
by: Zhang, Haoran, et al.
Published: (2025)
by: Zhang, Haoran, et al.
Published: (2025)
Physics-informed DeepONet with stiffness-based loss functions for structural response prediction
by: Ahmed, Bilal, et al.
Published: (2024)
by: Ahmed, Bilal, et al.
Published: (2024)
Operator-based machine learning framework for generalizable prediction of unsteady treatment dynamics in stormwater infrastructure
by: Shatarah, Mohamed, et al.
Published: (2025)
by: Shatarah, Mohamed, et al.
Published: (2025)
Zero-shot adaptation to order book dynamics
by: Asadulaev, Arip
Published: (2026)
by: Asadulaev, Arip
Published: (2026)
COMMET: orders-of-magnitude speed-up in finite element method via batch-vectorized neural constitutive updates
by: Alheit, Benjamin, et al.
Published: (2025)
by: Alheit, Benjamin, et al.
Published: (2025)
Orientation-aware interaction-based deep material network in polycrystalline materials modeling
by: Wei, Ting-Ju, et al.
Published: (2025)
by: Wei, Ting-Ju, et al.
Published: (2025)
Physical formula enhanced multi-task learning for pharmacokinetics prediction
by: Li, Ruifeng, et al.
Published: (2024)
by: Li, Ruifeng, et al.
Published: (2024)
Short-term wind speed forecasting model based on an attention-gated recurrent neural network and error correction strategy
by: Huang, Haojian
Published: (2024)
by: Huang, Haojian
Published: (2024)
RGDA-DDI: Residual graph attention network and dual-attention based framework for drug-drug interaction prediction
by: Zhou, Changjian, et al.
Published: (2024)
by: Zhou, Changjian, et al.
Published: (2024)
Boundary-Decoder network for inverse prediction of capacitor electrostatic analysis
by: Lim, Kart-Leong, et al.
Published: (2024)
by: Lim, Kart-Leong, et al.
Published: (2024)
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
by: Danesh, Hooman, et al.
Published: (2024)
by: Danesh, Hooman, et al.
Published: (2024)
Generative Spatio-temporal GraphNet for Transonic Wing Pressure Distribution Forecasting
by: Immordino, Gabriele, et al.
Published: (2024)
by: Immordino, Gabriele, et al.
Published: (2024)
Autoencoder-based non-intrusive model order reduction in continuum mechanics
by: Kehls, Jannick, et al.
Published: (2025)
by: Kehls, Jannick, et al.
Published: (2025)
PyTOaCNN: Topology optimization using an adaptive convolutional neural network in Python
by: Chadha, Khaish Singh, et al.
Published: (2024)
by: Chadha, Khaish Singh, et al.
Published: (2024)
Data-driven building energy efficiency prediction using physics-informed neural networks
by: Michalakopoulos, Vasilis, et al.
Published: (2023)
by: Michalakopoulos, Vasilis, et al.
Published: (2023)
Physically Informed Synchronic-adaptive Learning for Industrial Systems Modeling in Heterogeneous Media with Unavailable Time-varying Interface
by: Wang, Aina, et al.
Published: (2024)
by: Wang, Aina, et al.
Published: (2024)
MLPROP -- an open interactive web interface for thermophysical property prediction with machine learning
by: Hoffmann, Marco, et al.
Published: (2025)
by: Hoffmann, Marco, et al.
Published: (2025)
Physics-informed neural networks for parameter learning of wildfire spreading
by: Vogiatzoglou, Konstantinos, et al.
Published: (2024)
by: Vogiatzoglou, Konstantinos, et al.
Published: (2024)
Predicting the fatigue life of asphalt concrete using neural networks
by: Houlík, Jakub, et al.
Published: (2024)
by: Houlík, Jakub, et al.
Published: (2024)
Discovering uncertainty: Gaussian constitutive neural networks with correlated weights
by: McCulloch, Jeremy A., et al.
Published: (2025)
by: McCulloch, Jeremy A., et al.
Published: (2025)
Learning solutions of parametric Navier-Stokes with physics-informed neural networks
by: Naderibeni, M., et al.
Published: (2024)
by: Naderibeni, M., et al.
Published: (2024)
On instabilities in neural network-based physics simulators
by: Floryan, Daniel
Published: (2024)
by: Floryan, Daniel
Published: (2024)
UAMM: Price-oracle based Automated Market Maker
by: Im, Daniel Jiwoong, et al.
Published: (2023)
by: Im, Daniel Jiwoong, et al.
Published: (2023)
Local learning for stable backpropagation-free neural network training towards physical learning
by: Guo, Yaqi, et al.
Published: (2026)
by: Guo, Yaqi, et al.
Published: (2026)
SolarSeer: Ultrafast and accurate 24-hour solar irradiance forecasts outperforming numerical weather prediction across the USA
by: Bai, Mingliang, et al.
Published: (2025)
by: Bai, Mingliang, et al.
Published: (2025)
Pre-insertion resistors temperature prediction based on improved WOA-SVR
by: Dai, Honghe, et al.
Published: (2024)
by: Dai, Honghe, et al.
Published: (2024)
Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network
by: Chen, Dongsheng, et al.
Published: (2025)
by: Chen, Dongsheng, et al.
Published: (2025)
Similar Items
-
Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls
by: Chen, Jungang, et al.
Published: (2023) -
Graph convolutional network as a fast statistical emulator for numerical ice sheet modeling
by: Rahnemoonfar, Maryam, et al.
Published: (2024) -
Deep encoder-decoder hierarchical convolutional neural networks for conjugate heat transfer surrogate modeling
by: Ebbs-Picken, Takiah, et al.
Published: (2023) -
An adaptive network-based approach for advanced forecasting of cryptocurrency values
by: Mehrban, Ali, et al.
Published: (2024) -
Macroscopic transport patterns of UAV traffic in 3D anisotropic wind fields: A constraint-preserving hybrid PINN-FVM approach
by: Liang, Hanbing, et al.
Published: (2026)