Felipe Eduardo Núñez
email fenunez@uc.cl
Keywords from publications:
Deep Learning Cyber-physical Systems Predictive Models Data Models Voltage Control Voltage Measurement Ver más...Profile
Ingeniero Civil Electricista y Magíster en Ingeniería Eléctrica de la Pontificia Universidad Católica de Chile (PUC), y Ph.D. in Electrical and Computer Engineering de la Universidad de California, Santa Barbara (UCSB). Especialista en control automático, control y automatización de procesos industriales, sistemas ciber-físicos, y redes de sensores y computadores. Investigador principal de proyectos FONDEF, FONDECYT, CORFO y Anillos de Investigación, miembro senior de la IEEE Control Systems Society, la IEEE Computer Society, la IEEE Industrial Electronics Society y la IEEE Internet of Things Technical Community.
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Keywords from publications
| Title | Year | Doi |
|---|---|---|
| Random forest model predictive control for paste thickening | 2021 | https://doi.org/10.1016/j.mineng.2020.106760 |
| Circadian Phase Prediction From Non-Intrusive and Ambulatory Physiological Data | 2021 | https://doi.org/10.1109/JBHI.2020.3019789 |
| On the Relation Between Peak Age and Stability in Control Loops Over Non-Beacon Enabled CSMA/CA | 2021 | https://doi.org/10.1109/LCOMM.2021.3094616 |
| Forecasting Copper Electrorefining Cathode Rejection by Means of Recurrent Neural Networks With Attention Mechanism | 2021 | https://doi.org/10.1109/ACCESS.2021.3074780 |
| A Cyber-Physical Systems Approach to Collaborative Intersection Management and Control | 2021 | https://doi.org/10.1109/ACCESS.2021.3096330 |
| An Overview of Microgrids Challenges in the Mining Industry | 2020 | https://doi.org/10.1109/ACCESS.2020.3032281 |
| Design and Prototyping of a Thread Border Router Based on a Non Network-Co-Processor Architecture | 2020 | https://doi.org/10.1109/ACCESS.2020.2983734 |
| Neural Network-Based Model Predictive Control of a Paste Thickener Over an Industrial Internet Platform | 2020 | https://doi.org/10.1109/TII.2019.2953275 |
| An Industrial Internet Application for Real-Time Fault Diagnosis in Industrial Motors | 2020 | https://doi.org/10.1109/TASE.2019.2913628 |
| Blockchain-Driven on-Demand Control Loops Over Iot Environments | 2019 | https://doi.org/10.1109/ACCESS.2019.2949734 |
| A multi-cast algorithm for robust average consensus over internet of things environments | 2019 | https://doi.org/10.1016/j.comcom.2019.04.007 |
| Distributed Current Control of Cascaded Multilevel Inverters | 2019 | https://doi.org/10.1109/ICIT.2019.8755239 |
| Scalability and Integration of a Thread Implementation in a Home area Network | 2019 | |
| Robust Gossiping for Distributed Average Consensus in IoT Environments | 2019 | https://doi.org/10.1109/ACCESS.2018.2886130 |
| A Multi Interface Home Automation System with Distributed Intelligence | 2018 | |
| An IoT-Ready Streaming Manager Device for Classroom Environments in a Smart Campus | 2018 | |
| Evaluation of Asynchronous Average Consensus Algorithms in Pure Broadcasting Infrastructure-Free Networks | 2017 | |
| A kernel module for pulse-coupled time synchronization of sensor networks | 2017 | https://doi.org/10.1016/j.comnet.2017.08.009 |
| Pulse-coupled time synchronization for distributed acoustic event detection using wireless sensor networks | 2017 | https://doi.org/10.1016/j.conengprac.2017.01.006 |
| Distributed Neural Network Observer for Submodule Capacitor Voltage Estimation in Modular Multilevel Converters | 2022 | https://doi.org/10.1109/TPEL.2022.3163395 |
| Denoising and Voltage Estimation in Modular Multilevel Converters Using Deep Neural-Networks | 2020 | https://doi.org/10.1109/ACCESS.2020.3038552 |
| Extended Kalman Filtering for Full-State Estimation and Sensor Reduction in Modular Multilevel Converters | 2023 | https://doi.org/10.1109/TIE.2022.3165286 |
| A meta-learning approach to personalized blood glucose prediction in type 1 diabetes | 2023 | https://doi.org/10.1016/j.conengprac.2023.105498 |
| Early-Warning System for Supervision of Urban Water Services: Case Study of Coquimbo, Chile | 2023 | https://doi.org/10.1061/JWRMD5.WRENG-6043 |
| Contrastive blind denoising autoencoder for real time denoising of industrial IoT sensor data | 2023 | https://doi.org/10.1016/j.engappai.2023.105838 |
| Automatic Synthesis of Containerized Industrial Cyber-Physical Systems: A Case Study | 2023 | https://doi.org/10.1109/TII.2022.3217535 |
| Predictive Control for Current Distortion Mitigation in Mining Power Grids | 2023 | https://doi.org/10.3390/app13063523 |
| Building an Open-Source DNA Assembler Device | 2023 | https://doi.org/10.1109/MDAT.2023.3237942 |
| A Reinforcement Learning-Based Distributed Control Scheme for Cooperative Intersection Traffic Control | 2023 | https://doi.org/10.1109/ACCESS.2023.3283218 |
| Age of information in IoT-based networked control systems: A MAC perspective | 2023 | https://doi.org/10.1016/j.automatica.2022.110652 |
| A Cyberphysical System for Data-Driven Real-Time Traffic Prediction on the Las Vegas I-15 Freeway | 2023 | https://doi.org/10.1109/MITS.2022.3211996 |
| A Probabilistic Approach to Blood Glucose Prediction in Type 1 Diabetes Under Meal Uncertainties | 2023 | https://doi.org/10.1109/JBHI.2023.3309302 |
| Graph-based Information Modeling for ICPS | 2022 | https://doi.org/10.1109/INDIN51773.2022.9976154 |
| Graph-based Distributed Lane-change in Tight Multi-lane Platoons | 2021 | https://doi.org/10.1109/CCTA48906.2021.9658681 |
| length Design of an IoT-PLC: A containerized programmable logical controller for the industry 4.0 | 2022 | https://doi.org/10.1016/j.jii.2021.100250 |
| Consensus-Based Distributed Control of a Multilevel Battery Energy Storage System | 2020 | https://doi.org/10.1109/compel49091.2020.9265850 |
| Enhanced Big Data Approximating Control of an Industrial Paste Thickener | 2020 | https://doi.org/10.1016/j.ifacol.2020.12.718 |
| Observability and Observed-Based Control for a Class of Output Modular Systems With Application to Modular Multilevel Power Converters | 2024 | https://doi.org/10.1109/TCST.2024.3393211 |
| High-Gain Adaptive Control With Switching Derivation Order and Its Application to a Class of Multiagent Systems | 2024 | https://doi.org/10.1109/TSMC.2024.3376698 |
| Stochastic Relaxation of the Maximum Allowable Delay for a Class of Networked Control Systems | 2023 | https://doi.org/10.1109/CDC49753.2023.10384195 |
| A Cyber-Physical System for Real-Time Physiological Data Monitoring and Analysis | 2024 | https://doi.org/10.1109/JIOT.2024.3404220 |
| Robust Adaptive Average Consensus Over a Time-Varying and Nonbalanced Environment | 2024 | https://doi.org/10.1109/TAC.2024.3367655 |
| Deep Learning-Based Glucose Prediction Models: A Guide for Practitioners and a Curated Dataset for Improved Diabetes Management | 2024 | https://doi.org/10.1109/OJEMB.2024.3365290 |
| Stability Guarantees for a Class of Networked Control Systems Subject to Stochastic Delays | 2024 | https://doi.org/10.1109/TAC.2024.3418989 |
School Co-Authors
* Authors who are no longer vigent are not clickable.
External Co-Authors
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Saul Langarica5 publications
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Javier A. Gallegos3 publications
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Mario Torres2 publications
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Constanza Schlotterbeck2 publications
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Francis J. Doyle2 publications
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German Pizarro2 publications
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Maria Rodriguez-Fernandez2 publications
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Norelys Aguila-Camacho1 publication
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Juan P. Mena1 publication
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Cristian Garcia1 publication
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Pablo Poblete1 publication
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Tamara Matute1 publication
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Alex Navas-Fonseca1 publication
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David C. Andrade1 publication
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Fernando Huanca1 publication
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Jose Guzman1 publication
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Jose Rodriguez1 publication
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Muriel Oyarzun1 publication
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Gabriel Droguett1 publication
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Diego De La Vega1 publication
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Francisco Rubio1 publication
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Fernan Federici1 publication
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Freddy Flores-Bahamonde1 publication
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Andrew R. Teel1 publication
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Paula Aguirre1 publication
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Mario Torres1 publication
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Brendan T. Morris1 publication
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Boris Orostica1 publication
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Angel Biskupovic1 publication
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Nawel Cariman1 publication
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Javier Gallegos1 publication
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Jose A. Guzman1 publication
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Luca Tarisciotti1 publication
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Marilyn Bravo1 publication
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Maria Rodriguez-Fernandez1 publication
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Isaac Nunez1 publication
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Juan Gomez1 publication
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Martin Miranda1 publication
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Maria Rodriguez-Fernandez1 publication