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D

David Casillas-Pérez

universidad rey juan carlos

25H-index
78Paper Count
2.0KCitation Count
Published Papers 41
Publication Date
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Point and confidence interval prediction of electricity price based on hybrid dual-decomposition and deep learning model
errEnergy
IF9.4
err2026-03-12
err0
errOAAI
errSujan Ghimire; Thong Nguyen-Huy; Ravinesh C. Deo; David Casillas-Pérez; Ramendra Prasad; Sancho Salcedo-Sanz
errShare
errSave
Explainable Singular Spectrum Analysis deep learning model for half-hourly electricity price prediction
errApplied Energy
IF11
err2026-02-20
err0
PREAI
errSujan Ghimire; Ravinesh C. Deo; Hangyue Liu; Konstantin Hopf; Thong Nguyen-Huy; David Casillas-Pérez; Jorge Pérez-Aracil; Sancho Salcedo-Sanz
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errSave
A comparative study of different kinematic wake models within metaheuristics for efficient wind farm layout optimization
errRESULTS IN ENGINEERING
IF7.9
err2025-06-01
err0
errOAAI
errRomero-Barrera, Antonio J.; Casillas-Perez, David; Cornejo-Bueno, Laura; Perez-Aracil, Jorge; Paricio-Garcia, Alvaro; Lopez-Carmona, Miguel A.; Blanco-Sancho, Juan; Ghimire, Sujan; Deo, Ravinesh C.; Caamano, Antonio J.; Salcedo-Sanz, Sancho
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errSave
Electricity demand uncertainty modeling with Temporal Convolution Neural Network models
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2025-03-01
err0
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho; Acharya, Rajendra; Dinh, Toan
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errSave
Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
errAPPLIED ENERGY
IF11
err2025-01-01
err1
errOAAI
errGhimire, Sujan; AL-Musaylh, Mohanad S.; Nguyen-Huy, Thong; Deo, Ravinesh C.; Acharya, Rajendra; Casillas-Perez, David; Yaseen, Zaher Mundher; Salcedo-Sanz, Sancho
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errSave
Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
errAPPLIED ENERGY
IF11
err2024-11-01
err3
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Sharma, Ekta; Salcedo-Sanz, Sancho; Barua, Prabal Datta; Acharya, U. Rajendra
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errSave
Wavelet-fusion image super-resolution model with deep learning for downscaling remotely-sensed, multi-band spectral albedo imagery
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2024-11-01
err1
errOAAI
errKaralasingham, Sagthitharan; Deo, Ravinesh C.; Casillas-Perez, David; Raj, Nawin; Salcedo-Sanz, Sancho
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errSave
Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model
errAPPLIED ENERGY
IF11
err2024-04-01
err7
errOAAI
errJoseph, Lionel P.; Deo, Ravinesh C.; Casillas-Perez, David; Prasad, Ramendra; Raj, Nawin; Salcedo-Sanz, Sancho
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errSave
A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2024-03-01
err0
PREAI
errMoreno-Saavedra, Luis M.; Jimenez-Fernandez, Silvia; Portilla-Figueras, Jose A.; Casillas-Perez, David; Salcedo-Sanz, Sancho
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errSave
Electricity demand error corrections with attention bi-directional neural networks
errENERGY
IF9.4
err2024-03-01
err6
PREAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
errShare
errSave
Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-02-01
err4
PREAI
errPrasad, Salvin Sanjesh; Deo, Ravinesh Chand; Downs, Nathan James; Casillas-Perez, David; Salcedo-Sanz, Sancho; Parisi, Alfio Venerando
errShare
errSave
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errJoseph, Lionel P.; Deo, Ravinesh C.; Casillas-Perez, David; Prasad, Ramendra; Raj, Nawin; Salcedo-Sanz, Sancho
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errSave
Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
errAPPLIED ENERGY
IF11
err2024-01-01
err14
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
errShare
errSave
Efficient daily electricity demand prediction with hybrid deep-learning multi-algorithm approach
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2023-12-01
err15
errOAAI
errGhimire, Sujan; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
errShare
errSave
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-11-01
err10
errOAAI
errPrasad, Salvin S.; Deo, Ravinesh C.; Salcedo-Sanz, Sancho; Downs, Nathan J.; Casillas-Perez, David; Parisi, Alfio V.
errShare
errSave
Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables
errENERGY AND AI
IF9.6
err2023-10-01
err7
errOAAI
errGhimire, Sujan; Nguyen-Huy, Thong; AL-Musaylh, Mohanad S.; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
errShare
errSave
A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
errENERGY
IF9.4
err2023-07-01
err31
errOAAI
errGhimire, Sujan; Nguyen-Huy, Thong; AL-Musaylh, Mohanad S.; Deo, Ravinesh C.; Casillas-Perez, David; Salcedo-Sanz, Sancho
errShare
errSave
Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression
errRENEWABLE ENERGY
IF9.1
err2023-02-01
err4
PREAI
errDeo, Ravinesh C.; Ahmed, A. A. Masrur; Casillas-Perez, David; Pourmousavi, S. Ali; Segal, Gary; Yu, Yanshan; Salcedo-Sanz, Sancho
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errSave
Inertial Sensors for Human Motion Analysis: A Comprehensive Review
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err10
errOAAI
errGarcia-de-Villa, Sara; Casillas-Perez, David; Jimenez-Martin, Ana; Garcia-Dominguez, Juan Jesus
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errSave
A Flexible Architecture Using Temporal, Spatial and Semantic Correlation-Based Algorithms for Story Segmentation of Broadcast News
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2023-01-01
err1
errOAAI
errPalomo-Alonso, Alberto; Casillas-Perez, David; Jimenez-Fernandez, Silvia; Portilla-Figueras, Jose A.; Salcedo-Sanz, Sancho
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Research Directions

No research directions
Co-authors
Cooperation Journals
U
U. Rajendra Acharya
H-index: 146 · Papers: 1.1K
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H-index: 89 · Papers: 635
R
Ravinesh C. Deo
H-index: 81 · Papers: 588
S
Sancho Salcedo‐Sanz
H-index: 60 · Papers: 506
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