Short-Term Forecasting of Energy Production and Consumption Using Extreme Learning Machine: A Comprehensive MIMO based ELM Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Voyant, Cyril, Despotovic, Milan, Garcia-Gutierrez, Luis, Asloune, Mohammed, Saint-Drenan, Yves-Marie, Duchaud, Jean-Laurent, Faggianelli, hjuvan Antone, Magliaro, Elena |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting
by: Voyant, Cyril, et al.
Published: (2025)
by: Voyant, Cyril, et al.
Published: (2025)
Complex-Valued Time Series Based Solar Irradiance Forecast
by: Voyant, Cyril, et al.
Published: (2022)
by: Voyant, Cyril, et al.
Published: (2022)
Symmetry-Constrained Forecasting of Periodically Correlated Energy Processes
by: Voyant, Cyril, et al.
Published: (2026)
by: Voyant, Cyril, et al.
Published: (2026)
A Tolerance-Based Framework for Spatio-Temporal Forecast Validation Using the gamma-Index
by: Voyant, Cyril
Published: (2026)
by: Voyant, Cyril
Published: (2026)
Benchmarks for Solar Radiation Time Series Forecasting
by: Voyant, Cyril, et al.
Published: (2022)
by: Voyant, Cyril, et al.
Published: (2022)
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems
by: Kasmi, Gabriel, et al.
Published: (2024)
by: Kasmi, Gabriel, et al.
Published: (2024)
NICE^k Metrics: Unified and Multidimensional Framework for Evaluating Deterministic Solar Forecasting Accuracy
by: Voyant, Cyril, et al.
Published: (2025)
by: Voyant, Cyril, et al.
Published: (2025)
Stochastic Coefficient of Variation: Assessing the Variability and Forecastability of Solar Irradiance
by: Voyant, Cyril, et al.
Published: (2025)
by: Voyant, Cyril, et al.
Published: (2025)
A Probabilistic Approach to Quantify the Uncertainty of the 1 Min Irradiance Estimates from the Copernicus Atmosphere Monitoring Service (CAMS) Radiation Service
by: Jorge Enrique Lezaca Galeano, et al.
Published: (2025)
by: Jorge Enrique Lezaca Galeano, et al.
Published: (2025)
Electrical Behavior Association Mining for Household ShortTerm Energy Consumption Forecasting
by: Yu, Heyang, et al.
Published: (2024)
by: Yu, Heyang, et al.
Published: (2024)
Hybrid VMAT-3DCRT as Breast Treatment Improvement Tool
by: Voyant, Cyril, et al.
Published: (2023)
by: Voyant, Cyril, et al.
Published: (2023)
Short-Term Electricity-Load Forecasting by Deep Learning: A Comprehensive Survey
by: Dong, Qi, et al.
Published: (2024)
by: Dong, Qi, et al.
Published: (2024)
Identifying Bergman space functions from intervals
by: Hartmann, Andreas, et al.
Published: (2026)
by: Hartmann, Andreas, et al.
Published: (2026)
Salary Trend Study of Faculty in Library and Archival Sciences for the Years 1984-85 and 1987-88.
by: Howe, Richard D., et al.
Published: (1988)
by: Howe, Richard D., et al.
Published: (1988)
Salary-Trend Study of Faculty in Library & Archival Science for the Years 1982-83 and 1985-86.
by: Howe, Richard D., et al.
Published: (1986)
by: Howe, Richard D., et al.
Published: (1986)
Salary-Trend Study of Faculty in Library and Archival Sciences for the Years 1983-84 and 1986-87.
by: Howe, Richard D., et al.
Published: (1987)
by: Howe, Richard D., et al.
Published: (1987)
Extreme Learning Machine for the Characterization of Anomalous Diffusion from Single Trajectories (AnDi-ELM)
by: Manzo, Carlo
Published: (2021)
by: Manzo, Carlo
Published: (2021)
On the geometry of curves and conformal geodesics in the Mobius space
by: Magliaro, Marco, et al.
Published: (2010)
by: Magliaro, Marco, et al.
Published: (2010)
Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks
by: Bernier, Fabien, et al.
Published: (2025)
by: Bernier, Fabien, et al.
Published: (2025)
Short-Term Load Forecasting for AI-Data Center
by: Mughees, Mariam, et al.
Published: (2025)
by: Mughees, Mariam, et al.
Published: (2025)
ELM-DeepONets: Backpropagation-Free Training of Deep Operator Networks via Extreme Learning Machines
by: Son, Hwijae
Published: (2025)
by: Son, Hwijae
Published: (2025)
Short-Term Forecasting of Thermostatic and Residential Loads Using Long Short-Term Memory Recurrent Neural Networks
by: Nguyen, Bang, et al.
Published: (2024)
by: Nguyen, Bang, et al.
Published: (2024)
Dual Attention‐Empowered Bidirectional Long Short‐Term Memory Network for Short‐Term Electric Load Forecasting
by: Sabiha Rani, et al.
Published: (2025)
by: Sabiha Rani, et al.
Published: (2025)
CardioPHON: Quality assessment and self-supervised pretraining for screening of cardiac function based on phonocardiogram recordings
by: Despotovic, Vladimir, et al.
Published: (2025)
by: Despotovic, Vladimir, et al.
Published: (2025)
Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand
by: Smyl, Slawek, et al.
Published: (2024)
by: Smyl, Slawek, et al.
Published: (2024)
Seamless Short‐ to Mid‐Term Probabilistic Wind Power Forecasting
by: Gabriel Dantas, et al.
Published: (2025)
by: Gabriel Dantas, et al.
Published: (2025)
Social Thinking and History
by: De Saint Laurent, Constance
Published: (2020)
by: De Saint Laurent, Constance
Published: (2020)
Fasting for Inner Peace: Voice of the Syriac Christians
by: Jeanne‐Nicole Saint‐Laurent
Published: (2025)
by: Jeanne‐Nicole Saint‐Laurent
Published: (2025)
L'emergence de la lecture chez des enfants presentant des retards de developpement: Programme de stimulation en milieu familial a l'intention des parents (The Emergence of Reading in Children with Developmental Delays: Stimulation Program in the Family Environment Guided by Parents).
by: Saint-Laurent, Lise, et al.
Published: (1994)
by: Saint-Laurent, Lise, et al.
Published: (1994)
Religion: Source of Conflict or Basis for Reconciliation?
by: Saint-Laurent, George E.
Published: (1994)
by: Saint-Laurent, George E.
Published: (1994)
Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting
by: Dong, Yi, et al.
Published: (2024)
by: Dong, Yi, et al.
Published: (2024)
A Lightweight Multi-View Approach to Short-Term Load Forecasting
by: Guité-Vinet, Julien, et al.
Published: (2026)
by: Guité-Vinet, Julien, et al.
Published: (2026)
Short-Term Solar Irradiance Forecasting Under Data Transmission Constraints
by: Hammond, Joshua Edward, et al.
Published: (2024)
by: Hammond, Joshua Edward, et al.
Published: (2024)
Hourly Short Term Load Forecasting for Residential Buildings and Energy Communities
by: Kychkin, Aleksei, et al.
Published: (2025)
by: Kychkin, Aleksei, et al.
Published: (2025)
Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos
by: Özalp, Elise, et al.
Published: (2023)
by: Özalp, Elise, et al.
Published: (2023)
STAA: Spatio-Temporal Alignment Attention for Short-Term Precipitation Forecasting
by: Chen, Min, et al.
Published: (2024)
by: Chen, Min, et al.
Published: (2024)
Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting
by: Hakyemez, Tugrul Cabir, et al.
Published: (2024)
by: Hakyemez, Tugrul Cabir, et al.
Published: (2024)
Short‐Term Ensemble Insolation Forecasting Method Using Parallelized NE
by: Shoji Kawasaki, et al.
Published: (2025)
by: Shoji Kawasaki, et al.
Published: (2025)
Brain Tumor Detection and Classification Using IFF‐FLICM Segmentation and Optimized ELM Model
by: Suvashisa Dash, et al.
Published: (2024)
by: Suvashisa Dash, et al.
Published: (2024)
The physics of ELM-free regimes in EUROfusion tokamaks
by: Dunne, M. G., et al.
Published: (2026)
by: Dunne, M. G., et al.
Published: (2026)
Similar Items
-
On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting
by: Voyant, Cyril, et al.
Published: (2025) -
Complex-Valued Time Series Based Solar Irradiance Forecast
by: Voyant, Cyril, et al.
Published: (2022) -
Symmetry-Constrained Forecasting of Periodically Correlated Energy Processes
by: Voyant, Cyril, et al.
Published: (2026) -
A Tolerance-Based Framework for Spatio-Temporal Forecast Validation Using the gamma-Index
by: Voyant, Cyril
Published: (2026) -
Benchmarks for Solar Radiation Time Series Forecasting
by: Voyant, Cyril, et al.
Published: (2022)