Publications

Journal Publications

  1. Biskupovic, A., Torres, M., Núñez, F., Automatic synthesis of containerized industrial cyber-physical systems: A case study. IEEE Transactions on Industrial Informatics, doi:10.1109/TII.2022.3217535, 2023.
  2. Guzmán, J.A., Morris, B.T., Núñez, F., A cyber-physical system for data-driven real-time traffic prediction in Las Vegas I-15 freeway. IEEE Intelligent Transportation Systems Magazine, doi:10.1109/MITS.2022.3211996, 2023.
  3. Mena, J.P., Núñez, F., Age of information in IoT-based networked control systems: A MAC perspective. Automatica 147, 110652, 2023.
  4. Pizarro, G., Poblete, P., Droguett, G., Pereda, J., Núñez, F., Extended Kalman filtering for full state estimation and sensor reduction in modular multilevel converters. IEEE Transactions on Industrial Electronics, 70(2), 1927-1938, 2023.
  5. Poblete, P., Pizarro, G., Droguett, G., Núñez, F., Judge, P., Pereda, J., Distributed neural network observer for submodule capacitor voltage estimation in modular multilevel converters. IEEE Transactions on Power Electronics, 37 (9), 10306-10318, 2022.
  6. Mellado, J., Núñez, F., Design of an IoT-PLC: A containerized programmable logical controller for the industry 4.0. Journal of Industrial Information Integration, 25, 100250, 2022.
  7. Mena, J.P., Núñez, F., On the relation between peak age and stability in control loops over non-beacon enabled CSMA/CA. IEEE Communications Letters, 25 (9), 3139-3143, 2021.
  8. Guzmán, J., Núñez, F., A cyber-physical systems approach to collaborative intersection management and control. IEEE Access, 9, 99617-99632, 2021.
  9. Correa, P.P., Cipriano, A., Nuñez, F., Salas, J.C., Lobel, H., Forecasting copper electrorefining cathode rejection by means of recurrent neural networks with attention mechanism. IEEE Access, 9, 79080-79088, 2021.
  10. Díaz, P., Salas, J.C., Cipriano, A., Núñez, F., Random forest model predictive control for paste thickening. Minerals Engineering, 163, 106760, 2021.
  11. Langarica, S., Núñez, F., Neuroevolutive control of industrial processes through mapping elites. IEEE Transactions on Industrial Informatics, 17(5), 3703-3713 2021.
  12. Suarez, A., Núñez, F., Rodríguez-Fernández, M., Circadian phase prediction from non-intrusive and ambulatory physiological data. IEEE Journal of Biomedical and Health Informatics, 25(5), 1561-1571, 2021.
  13. Langarica, S., Pizarro, G., Poblete, P.M., Radrigan, F., Pereda, J., Rodriguez, J., Núñez, F., Denoising and Voltage Estimation in Modular Multilevel Converters Using Deep Neural-Networks. IEEE Access, 8, 207973-207981, 2020.
  14. Gómez, J.S., Rodriguez, J., Garcia, C., Tarisciotti, L., Flores-Bahamonde, F., Pereda, J., Núñez, F., Cipriano, A., Salas, J.C., An Overview of Microgrids Challenges in the Mining Industry. IEEE Access, 8, 191378-191393, 2020.
  15. Herrera, T., Núñez, F., Design and prototyping of a Thread border router based on a non network-co-processor architecture. IEEE Access, 8, 60613-60625, 2020.
  16. Núñez, F., Langarica, S., Dı́az, P., Torres, M., Salas, J.C., Neural network-based model predictive control of a paste thickener over an industrial internet platform. IEEE Transactions on Industrial Informatics, 16(4), 2859-2867, 2020.
  17. Langarica, S., Rüffelmacher, C., Núñez, F., An industrial internet application for real-time fault diagnosis in industrial motors. IEEE Transactions on Automation Science and Engineering, 17(1), 284-295, 2020.
  18. Mendoza, J.J., Núñez, F., Blockchain-driven on-demand control loops over IoT environments. IEEE Access, 7, 157524-157534, 2019.
  19. Oróstica, B., Núñez, F., A multi-cast algorithm for robust average consensus over internet of things environments. Computer Communications, 140-141, 15-22, 2019.
  20. Oróstica, B., Núñez, F., Robust Gossiping for Distributed Average Consensus in IoT Environments. IEEE Access, 7, 994-1005, 2019.
  21. Wang, Y.Q., Mosalakanti, K., Núñez, F. Deligeorges, S., Doyle III, F.J., A Kernel Module for Pulse-Coupled Time Synchronization of Sensor Networks. Computer Networks, 127, 161-172, 2017.
  22. Núñez, F., Wang, Y.Q., Grasing, D., Desai, S., Cakiades, G., Doyle III, F.J., Pulse-coupled time synchronization for distributed acoustic event detection using mobile wireless sensor networks. Control Engineering Practice. 60, 106-117, 2017.
  23. Núñez, F., Wang, Y.Q., Teel, A.R., Doyle III, F.J., Synchronization of pulse-coupled oscillators to a global pacemaker. Systems & Control Letters, 88, 75-80, 2016.
  24. Núñez, F., Wang, Y.Q., Doyle III, F.J., Synchronization of pulse-coupled oscillators on (strongly) connected graphs. IEEE Transactions on Automatic Control, 60(6), 1710-1715, 2015.
  25. Núñez, F., Wang, Y.Q., Doyle III, F.J., Global synchronization of pulse-coupled oscillators interacting on cycle graphs. Automatica, 52, 202-209, 2015.
  26. Wang, Y.Q., Núñez, F., Doyle III, F.J., Statistical analysis of the pulse-coupled synchronization strategy for wireless sensor networks. IEEE Transactions on Signal Processing, 61(21), 5193-5204, 2013.
  27. Wang, Y.Q., Núñez, F., Doyle III, F.J., Increasing the synchronization rate of weakly connected pulse-coupled oscillators through design of phase response function: theory and application to wireless networks. IEEE Transactions on Control Systems Technology, 21(4), 1455-1462, 2013.
  28. Wang, Y.Q., Núñez, F., Doyle III, F.J., Energy-efficient synchronization strategy design for wireless sensor networks through reduced idle listening. IEEE Transactions on Signal Processing, 60(10), 5293-5306, 2012.
  29. Carrasco, R., Núñez, F., Cipriano, A., Fault detection and isolation in cooperative mobile robots using multi layer architecture and dynamic observers. Robotica, 29(4), 555-562, 2011.
  30. Berrios, R., Núñez, F., Cipriano, A., Fault tolerant measurement system based on Takagi-Sugeno fuzzy models for a gas turbine in a combined cycle power plant. Fuzzy Sets & Systems, 174(1), 114-130, 2011.
  31. Grube, P., Núñez, F., Cipriano, A., An event-driven simulator for multi-line Metro systems and its application to Santiago de Chile Metropolitan Rail Network. Simulation, Modelling, Practice and Theory, 19(1), 393-405, 2011.
  32. Núñez, F., Reyes, F., Grube, P., Cipriano, A., Simulating railway and metropolitan rail networks: from planning to on-line control. IEEE Intelligent Transportation Systems Magazine, 2(4), 18-30, 2010.
  33. Núñez, F., Tapia, L., Cipriano, A., Hierarchical hybrid fuzzy strategy for column flotation control. Minerals Engineering, 23(2), 117-124, 2010.
  34. Núñez, F., Cipriano, A., Visual information model based predictor for froth speed control in flotation process. Minerals Engineering, 22(4), 366-371, 2009.
  35. Lira, F., Muñoz, C., Núñez, F., Cipriano, A., Short term forecasting of electricity prices in the Colombian market. Generation, Transmission & Distribution, IET, 3(11), 980-986, 2009.

Refereed Conference Publications

  1. Pizarro, G., Núñez, F., Graph-based distributed lane-change in tight multi-lane platoons. Proceedings of the 2021 IEEE Conference on Control Technology and Applications (CCTA), 1031-1036, San Diego, USA.
  2. Neira, S., Poblete, P., Pereda, J., Núñez, F., Consensus-Based Distributed Control of a Multilevel Battery Energy Storage System. Proceedings of the 2020 IEEE 21st Workshop on Control and Modeling for Power Electronics (COMPEL), 1-7, Aalborg, Denmark.
  3. Mellado, J., Núñez, F., A Container-based IoT-oriented Programmable Logical Controller. Proceedings of the 2020 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS),  55-61, Tampere, Finland.
  4. Langarica, S., Núñez, F., Enhanced Big Data approximating control of an industrial paste thickener. Proceedings of the 21st IFAC World Congress 2020, 1-6, Berlin, Germany.
  5. Poblete, P., Pereda, J., Núñez, F., Aguilera, R.P., Distributed current control of cascaded multilevel inverters. Proceedings of the 2019 IEEE International Conference on Industrial Technology (ICIT), 1509-1514, Melbourne, Australia.
  6. Herrera, T., Núñez, F., Scalability and integration of a Thread implementation in a home area network. Proceedings of the 2019 IEEE International Conference on Consumer Electronics (ICCE), 1-5, Las Vegas, USA.
  7. Guzmán, J., Núñez, F., A multi interface home automation system with distributed intelligence. Proceedings of the 2018 IEEE International Conference on Automation (ICA), 1-6, Concepción, Chile.
  8. Langarica, S., Núñez, F., An industrial internet platform for real-time fault detection in industrial motors. Proceedings of the 2018 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), 351–356, Saint Petersburg, Rusia.
  9. Herrera, T., Núñez, F., An IoT-ready streaming manager device for classroom environments in a smart campus. Proceedings of the 2018 IEEE International Conference on Consumer Electronics (ICCE), 789-793, Las Vegas, USA.
  10. Oróstica, B., Núñez, F., Evaluation of asynchronous average consensus algorithms in pure broadcasting infrastructure-free networks. Proceedings of the 2017 IEEE Conference on Control Technology and Applications (CCTA), 61-66, Kohala Coast, USA.
  11. Deligeorges, S., Lavey, C., Cakiades, G., George, J., Wang, Y., Núñez, F., Doyle III, F.J., A mobile acoustic sensor fusion network using biologically inspired sensors and synchronization. 18 th International Conference on Information Fusion (Fusion), 1717-1723, Washington, USA.
  12. Wang, Y.Q., Núñez, F., Doyle III, F.J., Mobility induced network evolution speeds up synchronization of wireless sensor networks. Proceedings of the 2014 American Control Conference, 3553-3558, Portland, USA.
  13. Núñez, F., Wang, Y.Q., Desai, S., Cakiades, G., Doyle III, F.J., Bio-inspired synchronization of wireless sensor networks for acoustic event detection systems. Proceedings of the 2012 International IEEE Symposium on Precision Clock Synchronization for Measurement, Control and Communication ISPCS 2012, 85-90, San Francisco, USA.
  14. Núñez, F., Wang, Y.Q., Doyle III, F.J., Bio-inspired hybrid control of pulse-coupled oscillators and application to synchronization of a wireless network. Proceedings of the 2012 American Control Conference, 2818-2823, Montreal, Canada.
  15. Núñez, F., Wang, Y.Q., Teel, A.R., Doyle III, F.J., Bio-inspired synchronization of non-identical pulse-coupled oscillators subject to a global cue and local interactions. Proceedings of the 4 th IFAC Conference on Analysis and Design of Hybrid Systems 2012, 115-120, Eindhoven, The Netherlands.
  16. Núñez, F., Cipriano, A., Model predictive control of multi-line metro systems: a distributed approach. Proceedings of the 9 th IEEE International Conference on Control & Automation (IEEE ICCA’11), 532-537, Santiago, Chile.
  17. Núñez, F., Silva, D., Cipriano, A., Characterization and modeling of semi-autogenous mill performance under ore size distribution disturbances. Proceedings of the 18 th IFAC World Congress 2011, 9941-9946, Milano, Italy.
  18. Núñez, F., Tejeda, G., Silva, D., Cipriano, A., Global characterization of froth speed behavior in a rougher flotation line. Preprints IFAC Workshop on Automation in Mining, Mineral and Metal Industry -IFACMMM2009, L. Bergh Ed., Viña del Mar, Chile.
  19. Núñez, F., Navarro, S., Aguado, A., Cipriano, A., State estimation based model predictive control for LHD vehicles. Proceedings of the 17 th IFAC World Congress 2008, 1448-1453, Seoul, Korea.
  20. Núñez, F., Cipriano, A., Hybrid modeling of froth flotation superficial appearance applying dynamic textures analysis. Proceedings of the 27 th Chinese Control Conference 2008, 117-121, Kunming, China.
  21. Berrios, R., Núñez, F., Cipriano, A., Paredes, R., Expert fault detection and diagnosis for the refrigeration process of a hydraulic power plant. Proceedings of the 27 th Chinese Control Conference 2008, 122-126, Kunming, China.
  22. Núñez, F., Cipriano, A., Superficial froth characterization in a flotation cell applying dynamic textures analysis and on-line texture classification. Proceedings of the 1 st Mining Automation Congress: Automining 2008, 163-171, Santiago, Chile.