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Felipe Eduardo Núñez Retamal

Associate Professor

Pontificia Universidad Catolica de Chile

Santiago, Chile

Cyber-physical systems, Control theory, Distributed control, Internet of things, Industrial automation

Electrical and Computer Engineering, UNIVERSITY OF CALIFORNIA, SANTA BARBARA. Estados Unidos, 2014
Magister Ciencias de la Ingenieria, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008
Ingeniero Civil Electricista, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008

Adjunct Assistant Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Engineering

Santiago, Chile

2015 - 2016
Assistant Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Engineering

Santiago, Chile

2017 - 2020
Associate Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Engineering

Santiago, Chile

2021 - At present
Visiting Research Associate Other

University of California

Engineering

Santa Barbara, Estados Unidos

2023 - 2024

Constanza Schlotterbeck, M.Sc. student, degree conferred: 2024. Ángel Biskupovic, Ph.D. student, degree conferred: 2024. Saúl Langarica, Ph.D. student, degree conferred: 2023. José Guzmán, Ph.D. student degree conferred: 2023. Yuyang Mu, M.Sc. student, degree conferred: 2022. Nawel Cariman, M.Sc. student, degree conferred: 2021. Germán Pizarro, M.Sc. student, degree conferred: 2021. Francisco Fouere, M.Sc. student, degree conferred: 2021. Juan Pablo Mena, M.Sc. student, degree conferred: 2021. Jacob Mellado, M.Sc. student, degree conferred: 2020. Tomás Herrera, M.Sc. student, degree conferred: 2019. Saúl Langarica, M.Sc. student, degree conferred: 2019. Boris Oróstica, M.Sc. student, degree conferred: 2018.

2021–2023 Early Career Advisory Board Member, Control Engineering Practice, International Federation of Automatic Control.
2017-2020 Director and Lecturer, Internet of Things and the Industry 4.0 Diploma, Pontificia Universidad Católica de Chile, Santiago, Chile.
2017–2020 Advisory Board Member, Smart Cities Program, CORFO, Santiago, Chile

Scholar

COMISION FULBRIGHT-CHILE

Chile, 2009

Scholarship to pursue the Ph.D. degree in the United States of America
Senior Member

Institute of Electrical and Electronics Engineers

Estados Unidos, 2021

IEEE Senior Member


A Cyber-Physical System for Real-Time Physiological Data Monitoring and Analysis Huanca, Fernando; Torres, Mario; Rodriguez-Fernandez, Maria; Nunez, Felipe Article ISI IEEE INTERNET OF THINGS JOURNAL (2024)
Data-driven Observers based on Autoencoder Neural Networks Pinto, Mauricio; Gallegos, Javier A.; Nunez, Felipe Article SCOPUS (2024)
Deep Learning-Based Glucose Prediction Models: A Guide for Practitioners and a Curated Dataset for Improved Diabetes Management Langarica, Saul; De La Vega, Diego; Cariman, Nawel; Miranda, Martin; Andrade, David C.; Nunez, Felipe; Rodriguez-Fernandez, Maria Article ISI IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY (2024)
High-Gain Adaptive Control With Switching Derivation Order and Its Application to a Class of Multiagent Systems Gallegos, Javier; Aguila-Camacho, Norelys; Nunez, Felipe Article ISI IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2024)
Observability and Observed-Based Control for a Class of Output Modular Systems With Application to Modular Multilevel Power Converters Gallegos, Javier A.; Rubio, Francisco; Pereda, Javier; Nunez, Felipe Article ISI IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY (2024)
Robust Adaptive Average Consensus Over a Time-Varying and Nonbalanced Environment Gallegos, Javier A.; Schlotterbeck, Constanza; Nunez, Felipe Article ISI IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2024)
Stability Guarantees for a Class of Networked Control Systems Subject to Stochastic Delays Schlotterbeck, Constanza; Gallegos, Javier A.; Teel, Andrew R.; Nunez, Felipe Article ISI IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2024)
A Cyberphysical System for Data-Driven Real-Time Traffic Prediction on the Las Vegas I-15 Freeway Guzman, Jose A.; Morris, Brendan T.; Nunez, Felipe Article ISI IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE (2023)
A meta-learning approach to personalized blood glucose prediction in type 1 diabetes Langarica, Saul; Rodriguez-Fernandez, Maria; Nunez, Felipe; Doyle III, Francis J. Article ISI CONTROL ENGINEERING PRACTICE (2023)
A Probabilistic Approach to Blood Glucose Prediction in Type 1 Diabetes Under Meal Uncertainties Langarica, Saul; Rodriguez-Fernandez, Maria; Doyle III, Francis J.; Nunez, Felipe Article ISI IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2023)
A Reinforcement Learning-Based Distributed Control Scheme for Cooperative Intersection Traffic Control Guzman, Jose A.; Pizarro, German; Nunez, Felipe Article ISI IEEE ACCESS (2023)
Age of information in IoT-based networked control systems: A MAC perspective Mena, Juan P.; Nunez, Felipe Article ISI AUTOMATICA (2023)
Automatic Synthesis of Containerized Industrial Cyber-Physical Systems: A Case Study Biskupovic, Angel; Torres, Mario; Nunez, Felipe Article ISI IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2023)
Building an Open-Source DNA Assembler Device Orostica, Boris; Nunez, Isaac; Matute, Tamara; Nunez, Felipe; Federici, Fernan Article ISI IEEE DESIGN & TEST (2023)
Contrastive blind denoising autoencoder for real time denoising of industrial IoT sensor data Langarica, Saul; Nunez, Felipe Article ISI ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2023)
Early-Warning System for Supervision of Urban Water Services: Case Study of Coquimbo, Chile Aguirre, Paula; Bravo, Marilyn; Torres, Mario; Langarica, Saul; Oyarzun, Muriel; Nunez, Felipe Article ISI JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT (2023)
Extended Kalman Filtering for Full-State Estimation and Sensor Reduction in Modular Multilevel Converters Pizarro, German; Poblete, Pablo; Droguett, Gabriel; Pereda, Javier; Nunez, Felipe Article ISI IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2023)
Predictive Control for Current Distortion Mitigation in Mining Power Grids Gomez, Juan S. S.; Navas-Fonseca, Alex; Flores-Bahamonde, Freddy; Tarisciotti, Luca; Garcia, Cristian; Nunez, Felipe; Rodriguez, Jose; Cipriano, Aldo Z. Z. Article ISI APPLIED SCIENCES-BASEL (2023)
Stochastic Relaxation of the Maximum Allowable Delay for a Class of Networked Control Systems Schlotterbeck, Constanza; Gallegos, Javier A.; Nunez, Felipe; IEEE Article ISI 2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC) (2023)
Distributed Neural Network Observer for Submodule Capacitor Voltage Estimation in Modular Multilevel Converters Poblete, Pablo; Pizarro, German; Droguett, Gabriel; Nunez, Felipe; Judge, Paul D.; Pereda, Javier Article ISI IEEE TRANSACTIONS ON POWER ELECTRONICS (2022)
Graph-based Information Modeling for ICPS Biskupovic, Angel; Nunez, Felipe; IEEE Article ISI 2022 IEEE 20TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN) (2022)
length Design of an IoT-PLC: A containerized programmable logical controller for the industry 4.0 Mellado, Jacob; Nunez, Felipe Article ISI JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION (2022)
A Cyber-Physical Systems Approach to Collaborative Intersection Management and Control Guzman, Jose A.; Nunez, Felipe Article ISI IEEE ACCESS (2021)
Circadian Phase Prediction From Non-Intrusive and Ambulatory Physiological Data Suarez, Alexis; Nunez, Felipe; Rodriguez-Fernandez, Maria Article ISI IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
Forecasting Copper Electrorefining Cathode Rejection by Means of Recurrent Neural Networks With Attention Mechanism Correa, Pedro Pablo; Cipriano, Aldo; Nunez, Felipe; Salas, Juan Carlos; Lobel, Hans Article ISI IEEE ACCESS (2021)
Graph-based Distributed Lane-change in Tight Multi-lane Platoons Pizarro, German; Nunez, Felipe; IEEE Article ISI 5TH IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (IEEE CCTA 2021) (2021)
Neuroevolutive Control of Industrial Processes Through Mapping Elites Langarica, Saul; Nunez, Felipe Article ISI IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2021)
On the Relation Between Peak Age and Stability in Control Loops Over Non-Beacon Enabled CSMA/CA Mena, Juan P.; Nunez, Felipe Article ISI IEEE COMMUNICATIONS LETTERS (2021)
Random forest model predictive control for paste thickening Diaz, Pablo; Salas, Juan C.; Cipriano, Aldo; Nunez, Felipe Article ISI MINERALS ENGINEERING (2021)
A Container-based IoT-oriented Programmable Logical Controller Mellado, Jacob; Nunez, Felipe Article SCOPUS (2020)
An Industrial Internet Application for Real-Time Fault Diagnosis in Industrial Motors Langarica S.; Ruffelmacher C.; Nunez F. Article ISI SCOPUS IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING (2020)
An Overview of Microgrids Challenges in the Mining Industry Gomez, Juan S.; Rodriguez, Jose; Garcia, Cristian; Tarisciotti, Luca; Flores-Bahamonde, Freddy; Pereda, Javier; Nunez, Felipe; Cipriano, Aldo Z.; Salas, Juan Carlos Article ISI IEEE ACCESS (2020)
Denoising and Voltage Estimation in Modular Multilevel Converters Using Deep Neural-Networks Langarica, Saul; Pizarro, German; Poblete, Pablo M.; Radrigan, Felipe; Pereda, Javier; Rodriguez, Jose; Nunez, Felipe Article ISI IEEE ACCESS (2020)
Design and Prototyping of a Thread Border Router Based on a Non Network-Co-Processor Architecture Herrera, Tomas; Nunez, Felipe Article ISI IEEE ACCESS (2020)
Enhanced Big Data Approximating Control of an Industrial Paste Thickener Langarica, Saul; Nunez, Felipe Article ISI IFAC PAPERSONLINE (2020)
Neural Network-Based Model Predictive Control of a Paste Thickener Over an Industrial Internet Platform Nunez, Felipe; Langarica, Saul; Diaz, Pablo; Torres, Mario; Salas, Juan Carlos Article ISI SCOPUS IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2020)
A multi-cast algorithm for robust average consensus over internet of things environments Oróstica, Boris; Núñez, Felipe Article ISI SCOPUS COMPUTER COMMUNICATIONS (2019)
Blockchain-Driven on-Demand Control Loops Over Iot Environments Mendoza J.J.; Nunez F. Article ISI SCOPUS IEEE ACCESS (2019)
Robust Gossiping for Distributed Average Consensus in IoT Environments Orostica, B; Nunez, F Article ISI SCOPUS IEEE ACCESS (2019)
A kernel module for pulse-coupled time synchronization of sensor networks Wang Y.; Mosalakanti K.; Núñez F.; Deligeorges S.; Doyle F.J.; III Article ISI SCOPUS COMPUTER NETWORKS (2017)
Evaluation of asynchronous average consensus algorithms in pure broadcasting infrastructure-free networks Orostica B.; Nunez F. Article SCOPUS 1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017 (2017)
Pulse-coupled time synchronization for distributed acoustic event detection using wireless sensor networks Núñez F.; Wang Y.; Grasing D.; Desai S.; Cakiades G.; Doyle F.J.; III Article ISI SCOPUS CONTROL ENGINEERING PRACTICE (2017)
Synchronization of pulse-coupled oscillators to a global pacemaker Nuñez, F.; Wang, YQ; Teel, AR; Doyle, FJ Article ISI SCOPUS SYSTEMS & CONTROL LETTERS (2016)
Global synchronization of pulse-coupled oscillators interacting on cycle graphs Núñez, Felipe; Wang, Yongqiang; Doyle, Francis Joseph Article ISI AUTOMATICA (2015)
Synchronization of Pulse-Coupled Oscillators on (Strongly) Connected Graphs Nuñez, F.; Wang, YQ; Doyle, FJ Article ISI IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2015)
Mobility induced network evolution speeds up synchronization of wireless sensor networks Wang, Yongqiang; Nunez, Felipe; Doyle, Francis J., III; IEEE Article ISI 2017 AMERICAN CONTROL CONFERENCE (ACC) (2014)
Increasing Sync Rate of Pulse-Coupled Oscillators via Phase Response Function Design: Theory and Application to Wireless Networks Wang, YQ; Nuñez, F.; Doyle, FJ Article ISI IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY (2013)
Statistical Analysis of the Pulse-Coupled Synchronization Strategy for Wireless Sensor Networks Wang, YQ; Nuñez, F.; Doyle, FJ Article ISI IEEE TRANSACTIONS ON SIGNAL PROCESSING (2013)
Energy-Efficient Pulse-Coupled Synchronization Strategy Design for Wireless Sensor Networks Through Reduced Idle Listening Wang, YQ; Nuñez, F.; Doyle, FJ Article ISI IEEE TRANSACTIONS ON SIGNAL PROCESSING (2012)
An event-driven simulator for multi-line metro systems and its application to Santiago de Chile metropolitan rail network Grube, P; Nuñez, F.; Cipriano A. Article ISI SCOPUS Simulation Modelling Practice and Theory (2011)
Fault detection and isolation in cooperative mobile robots using multilayer architecture and dynamic observers Carrasco RA; Nuñez, F.; Cipriano A. Article ISI SCOPUS Robotica (2011)
Fault tolerant measurement system based on Takagi-Sugeno fuzzy models for a gas turbine in a combined cycle power plant Berríos R.; Nuñez, F.; Cipriano A. Article ISI SCOPUS Fuzzy Sets and Systems (2011)
Hierarchical hybrid fuzzy strategy for column flotation control Nuñez, F.; Tapia L.; Cipriano A. Article ISI SCOPUS MINERALS ENGINEERING (2010)
Simulating Railway and Metropolitan Rail Networks: From Planning to On-Line Control Nuñez, F.; Reyes, F.; Grube, P; Cipriano A. Article ISI SCOPUS IEEE Transactions on Antennas and Propagation (2010)
Short-term forecasting of electricity prices in the Colombian electricity market Lira, F; Munoz, C; Nuñez, F.; Cipriano A. Article ISI SCOPUS IET GENERATION TRANSMISSION & DISTRIBUTION (2009)
Visual information model based predictor for froth speed control in flotation process Nuñez, F.; Cipriano A. Article ISI SCOPUS MINERALS ENGINEERING (2009)


Distributed current control of cascaded multilevel inverters Poblete P.; Pereda, J.; Nunez F.; Aguilera, R. P. ConferencePaper SCOPUS 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings (2019)
An industrial internet platform for real-time fault detection in industrial motors Langarica S.; Ruffelmacher C.; Nunez F. ConferencePaper SCOPUS Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018 (2018)
An IoT-ready streaming manager device for classroom environments in a smart campus Herrera T.; NÃºÃ±ez F. ConferencePaper SCOPUS 2018 IEEE International Conference on Consumer Electronics, ICCE 2018 (2018)
Characterization and modeling of semi-autogenous mill performance under ore size distribution disturbances NÃºÃ±ez F.; Silva D.; Cipriano A. ConferencePaper SCOPUS IFAC Proceedings Volumes (2011)
Model predictive control of multi-line metro systems: A distributed approach Nuñez, F.; Cipriano A. ConferencePaper IEEE International Conference on Control and Automation, ICCA (2011)
Expert Fault Detection and Diagnosis for the Refrigeration Process of A Hydraulic Power Plant Berríos R.; Nuñez, F.; Cipriano A.; Paredes, R. ConferencePaper ISI Proceedings of the 27th Chinese Control Conference, Vol 7 (2008)
Hybrid Modeling of Froth Flotation Superficial Appearance Applying Dynamic Textures Analysis Nuñez, F.; Cipriano A. ConferencePaper ISI Proceedings of the 27th Chinese Control Conference, Vol 7 (2008)


Plataforma de control industrial 4.0 Felipe Eduardo Nunez Retamal Proyecto (2024)
STOCHASTIC STABILITY GUARANTEES FOR A CLASS OF (INDUSTRIAL CYBER-PHYSICAL) NETWORKED CONTROL SYSTEMS Felipe Eduardo Nunez Retamal Proyecto (2024)
Aplicación cloud para el cálculo en tiempo real de factores de penalización en el sistema eléctrico nacional mediante redes neuronales profundas Felipe Eduardo Nunez Retamal Proyecto (2023)
Cooperative-adaptive methods for robust consensus of multi- agent systems subject to parametric and non-parametric uncertainties Gallegos, Javier A. Proyecto (2023)
Modular cloud-based industrial control system for next generation Industry 4.0 applications Felipe Eduardo Nunez Retamal Proyecto (2023)
AGE OF INFORMATION AS DESIGN METRIC FOR IOT-BASED NETWORKED CONTROL SYSTEMS Felipe Eduardo Nunez Retamal Proyecto (2021)
Cyber-physical Systems for Personalized Healthcare: A Data-driven Approach for Improved Management of Diabetes and Hypertension Maria Rodriguez-Fernandez Proyecto (2021)
Cyber-physical systems for smart mining: Industrial electronics 4.0 and data-driven process control Felipe Eduardo Nunez Retamal Proyecto (2019)
Sistema de Supervisión y Alerta Temprana (SSAT) para los Servicios de Agua Potable Urbanos Concesionados Felipe Eduardo Nunez Retamal Proyecto (2019)
Sistema de análisis de big data en refinerías electrolíticas para el mejoramiento de la automatización y gestión operacional: caso Chuquicamata. Núñez, Felipe Proyecto (2018)
SUPERVISIÓN Y CONTROL OPTIMIZANTE DE RELAVES EMPLEANDO TECNOLOGÍAS EMERGENTES FONDEF (IT16M10012) Proyecto 2017-2018 Director(a)
DISTRIBUTED MULTI-AGENT CONTROL FOR THE INTERNET OF THINGS FONDECYT (1161039) Proyecto 2016-2019 Inv. Responsable
Bio-Inspired Synchronization and Sensors for Distributed Mobile Gunfire Detection Enhancing Situational Awareness United States Army Reseach Office (W911NF-07-1-0279) Proyecto 2014-2015 Postdoctorado
Bio-Inspired Synchronization and Sensors for Distributed Mobile Gunfire Detection Enhancing Situational Awareness United States Army Reseach Office (W911NF-07-1-0279) Proyecto 2013-2014 Tesista
Sensitivity Analysis and Discrete Stochastic Simulation of Biochemical Networks United States Army Reseach Office (W911NF-09-D-0001) Proyecto 2010-2011 Tesista
REAL TIME INTELLIGENT CONTROL OF INTEGRATED TRANSIT SYSTEMS CONICYT (ADI 32) Proyecto 2007-2010 Personal técnico y/o de apoyo