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A. Daniel Carnerero
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Year
Stock forecasting using local data
G Alfonso, AD Carnerero, DR Ramirez, T Alamo
IEEE Access 9, 9334-9344, 2020
152020
State-Space Kriging: A data-driven method to forecast nonlinear dynamical systems
AD Carnerero, DR Ramirez, T Alamo
IEEE Control Systems Letters 6, 2258 - 2263, 2022
82022
Probabilistically Certified Management of Data Centers Using Predictive Control
AD Carnerero, DR Ramirez, T Alamo, D Limon
IEEE Transactions on Automation Science and Engineering 19 (4), 2849 - 2861, 2021
82021
Probabilistic interval predictor based on dissimilarity functions
AD Carnerero, DR Ramirez, T Alamo
IEEE Transactions on Automatic Control 67 (12), 6842-6849, 2021
72021
Receding Horizon Optimization of Large Trade Orders
G Alfonso, AD Carnerero, DR Ramirez, T Alamo
IEEE Access 9, 63865-63875, 2021
52021
Particle based Optimization for Predictive Energy Efficient Data Center Management
AD Carnerero, DR Ramirez, D Limon, T Alamo
2020 59th IEEE Conference on Decision and Control (CDC), 2660-2665, 2020
52020
Stochastic Optimal Investment Strategy for Net-Zero Energy Houses
M Li, T Tanaka, AD Carnerero, Y Wasa, K Hirata, Y Fujisaki, Y Ushifusa, ...
IET Renewable Power Generation, 2024
12024
Kernel-Based State-Space Kriging for Predictive Control
AD Carnerero, DR Ramirez, D Limon, T Alamo
IEEE/CAA Journal of Automatica Sinica 10 (5), 1263-1275, 2023
12023
Learning-based NMPC on SoC platforms for real-time applications using parallel Lipschitz interpolation
JM Nadales, AD Carnerero, C Moreno-Blazquez, RM Haes-Ellis, D Limon
IFAC-PapersOnLine 56 (2), 6298-6303, 2023
12023
ZEH-oriented Linear Programming for the Sizing Problem of Photovoltaic Panels and Batteries
AD Carnerero, T Tanaka, M Li, T Hatanaka, Y Wasa, K Hirata, Y Ushifusa, ...
arXiv preprint arXiv:2401.07425, 2024
2024
Prediction regions based on dissimilarity functions
AD Carnerero, DR Ramirez, S Lucia, T Alamo
ISA Transactions 139, 49-59, 2023
2023
Kernel based State-Space Kriging: Application to predictive control
AD Carnerero, DR Ramirez, T Alamo
2022 IEEE 61st Conference on Decision and Control (CDC), 215-220, 2022
2022
Probabilistic data-driven methods for forecasting, identification and control
AD Carnerero Panduro
2022
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