Cover Image

SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Jingbo, Lu, Xinjiang, Xiao, Yixiong, Su, Jiantao, Lyu, Junfu, Ma, Yanjun, Dou, Dejing
Format:	Preprint
Published:	2022
Subjects:	Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

STDHL: Spatio-Temporal Dynamic Hypergraph Learning for Wind Power Forecasting
by: Dong, Xiaochong, et al.
Published: (2024)

TimeFound: A Foundation Model for Time Series Forecasting
by: Xiao, Congxi, et al.
Published: (2025)

Towards Accurate Forecasting of Renewable Energy : Building Datasets and Benchmarking Machine Learning Models for Solar and Wind Power in France
by: Lindas, Eloi, et al.
Published: (2025)

Fast-Powerformer: A Memory-Efficient Transformer for Accurate Mid-Term Wind Power Forecasting
by: Zhu, Mingyi, et al.
Published: (2025)

Dynamic Output Feedback Fault Tolerant Control for Switched Nonlinear Systems With Stochastic Additive Noise
by: Ping Yu, et al.
Published: (2025)

Probability Density Function Control‐Based Deep Ensemble Learning for Wind Energy System Power Forecasting
by: Jianfang Li, et al.
Published: (2025)

Ensemble Forecasting of Power Quality Parameters
by: Domagk, Max, et al.
Published: (2026)

DS-Pnet: FM-Based Positioning via Downsampling
by: Zheng, Shilian, et al.
Published: (2025)

Winning Amazon KDD Cup'24
by: Deotte, Chris, et al.
Published: (2024)

Joint Reflection and Power Splitting Optimization for RIS-assisted OAM-SWIPT
by: Lyu, Runyu, et al.
Published: (2024)

Spatial Signal Focusing and Noise Suppression for Direction-of-Arrival Estimation in Large-Aperture 2D Arrays under Demanding Conditions
by: Deng, Xuyao, et al.
Published: (2025)

Composite Anti‐Disturbance Control of Networked Stochastic Systems Subjected to Bias Injection Attacks
by: Xinjiang Wei, et al.
Published: (2026)

Spatial Power Estimation via Riemannian Covariance Matching
by: Cohen, Or, et al.
Published: (2026)

WK-Pnet: FM-Based Positioning via Wavelet Packet Decomposition and Knowledge Distillation
by: Zheng, Shilian, et al.
Published: (2025)

Spatial Upper Bound of Radiated Power in Active Antenna Systems
by: Nussbaum, Dominique, et al.
Published: (2026)

Indian Peak Power demand Forecasting : Transformer Based Implementation of Temporal Architecture
by: Luhach, Vishvaditya, et al.
Published: (2026)

A Novel Distributed PV Power Forecasting Approach Based on Time-LLM
by: Lin, Huapeng, et al.
Published: (2025)

Winning Solution For Meta KDD Cup' 24
by: Xia, Yikuan, et al.
Published: (2024)

A Novel Massive Random Access in Cell-Free Massive MIMO Systems for High-Speed Mobility with OTFS Modulation
by: Hu, Yanfeng, et al.
Published: (2024)

Three-Stage Composite Outlier Identification of Wind Power Data: Integrating Physical Rules with Regression Learning and Mathematical Morphology
by: Zheng, Limengqian, et al.
Published: (2025)

A Quantum-Empowered SPEI Drought Forecasting Algorithm Using Spatially-Aware Mamba Network
by: Tang, Po-Wei, et al.
Published: (2025)

Near-field Spatial-domain Channel Extrapolation for XL-MIMO Systems
by: Lu, Jiayi, et al.
Published: (2025)

Data-Driven Multi-Emitter Localization Using Spatially Distributed Power Measurements
by: Bicer, H. Nazim
Published: (2025)

RNN(p) for Power Consumption Forecasting
by: Baviera, Roberto, et al.
Published: (2022)

Power Source Allocation for RIS-aided Integrating Sensing, Communication, and Power Transfer Systems Based on NOMA
by: Xiu, Yue, et al.
Published: (2024)

STAR-RIS Assisted Wireless-Powered and Backscattering Mobile Edge Computing Networks
by: Lyu, Bin, et al.
Published: (2024)

Development of Multivariate Attention LSTM Model For Dynamic Line Rating Forecasting
by: Bandara, Anushka, et al.
Published: (2026)

An Algorithm to Speed up the Spatial Power Profile Calculation in Backward Raman Amplified Systems
by: Sarkis, Jad, et al.
Published: (2024)

User Subgrouping and Power Control for Multicast Massive MIMO over Spatially Correlated Channels
by: de la Fuente, Alejandro, et al.
Published: (2024)

Theoretical and Empirical Study of Spatial Power Focusing Effect for Sparse Arrays at Terahertz Band
by: He, Yongchao, et al.
Published: (2025)

Analysis of Learning-based Offshore Wind Power Prediction Models with Various Feature Combinations
by: Fang, Linhan, et al.
Published: (2025)

UAV-Assisted Weather Radar Calibration: A Theoretical Model for Wind Influence on Metal Sphere Reflectivity
by: Zhao, Jiabiao, et al.
Published: (2024)

Subspace-Based Super-Resolution Sensing for Bi-Static ISAC with Clock Asynchronism
by: Zhao, Jingbo, et al.
Published: (2025)

Pinching Antenna-Aided Spatial Multiplexing: Transceiver Design and Performance Analysis
by: Li, Ruijie, et al.
Published: (2026)

PrismNet: Viewing Time Series Through a Multi-Modal Prism for Interpretable Power Load Forecasting
by: Chen, Yuxuan, et al.
Published: (2026)

Fractional Delay Alignment Modulation for Spatially Sparse Wireless Communications
by: Zhou, Zhiwen, et al.
Published: (2024)

Revisiting the Solution of Meta KDD Cup 2024: CRAG
by: Ouyang, Jie, et al.
Published: (2024)

Magnetic-Field-Based Localization Using Spatial Field Variations: Signal Processing Principles, Models, and Challenges
by: Skog, Isaac, et al.
Published: (2026)

Multimodal-NF: A Wireless Dataset for Near-Field Low-Altitude Sensing and Communications
by: Li, Mengyuan, et al.
Published: (2026)

Duplex Self-Aligning Resonant Beam Communications and Power Transfer with Coupled Spatially Distributed Laser Resonator
by: Xiong, Mingliang, et al.
Published: (2025)