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Marcos Eduardo Orchard Concha

Professor

Universidad de Chile

Santiago, Chile

Líneas de Investigación


Fault Diagnosis and Failure Prognosis in Nonlinear Dynamic Systems; State Estimation in non-Gaussian Dynamic Systems; Automated Contingency Management Systems.

Educación

  •  Electrical and Computer Engineering, GEORGIA INSTITUTE OF TECHNOLOGY. Estados Unidos, 2007
  •  Electrical and Computer Engineering, GEORGIA INSTITUTE OF TECHNOLOGY. Chile, 2005
  •  Bachelor in Sciences, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2000
  •  Civil Industrial Engineer, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2001

Experiencia Académica

  •   Lecturer Full Time

    UNIVERSIDAD DE CHILE

    Physical and Mathematical Sciences

    Santiago, Chile

    2002 - 2007

  •   Assistant Professor Full Time

    UNIVERSIDAD DE CHILE

    Physical and Mathematical Sciences

    Santiago, Chile

    2008 - 2013

  •   Associate Professor Full Time

    UNIVERSIDAD DE CHILE

    Physical and Mathematical Sciences

    Santiago, Chile

    2013 - 2020

  •   Professor Full Time

    UNIVERSIDAD DE CHILE

    Physical and Mathematical Sciences

    Santiago, Chile

    2020 - At present

Experiencia Profesional

  •   Project Engineer Full Time

    CONTAC Ingenieros Ltda.

    Santiago, Chile

    2001 - 2001

Formación de Capital Humano


(1) Ignacio Erbetta Mattig, Predicción de la potencia para la operación de parques eólicos, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 08/11/2010.
(2) Rodrigo Asenjo Preisler, Diseño y construcción de un vehículo aéreo no tripulado, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 14/01/2011.
(3) Mauricio Mascaró Muñoz, Diseño e Implementación de Sistemas de Actuación Electro-Mecánica para Vehículos Terrestres Autónomos, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 17/06/2011.
(4) Daniel Neira Bravo, Aplicación de Métodos Secuenciales de Monte Carlo Sensibles al Riesgo en la Estimación de Vida Útil de Componentes, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 23/06/2011.
(5) Felipe Cabello, Sistema de Control Difuso para Velocidad y Dirección en Vehículo de Escala Real, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 07/12/2011.
(6) Alejandro León Olivares, Detección de Anomalías en Procesos Industriales Usando Modelos Basados en Similitud, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 31/01/2012.
(7) Sebastián Fuentealba Toro, Diseño e Implementación de un Sistema Supervisor con Modelos Basados en Similitud para la Detección y Aislamiento de Fallas en Turbina a Gas Natural, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 31/07/2012.
(8) Francisco Cornejo Carrasco, Modelo Dinámico Vectorial Aplicado a la Predicción de Velocidad de Viento para Generación Eólica, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 31/07/2012.
(9) Paul Pacheco Quintanilla, Evaluación del Diseño del Sistema Domótico de la Vivienda Domo2 y Diseño de las Bases para nuevas Viviendas Automatizadas, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 31/08/2012.
(10) Paola Lepileo Soriano, Análisis de Modos de Falla en el Proceso de Detonación Electrónica, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 31/08/2012.
(11) Carolina Vélez Keith, Modelación y Estudio de Estabilidad del Sistema de Distribución Eléctrico en el Observatorio ALMA, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 31/10/2012.
(12) Alexis Acuña Arancibia, Diseño de Estrategia de Evasión de Obstáculos para Modelo Dinámico de Vehículo Autónomo desarrollado en ambiente MATLAB(R)-Simulink, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 30/11/2012.
(13) Tomás Carricajo Martin, Diseño y Simulación de Estrategias de Control para el Seguimiento de Trayectoria en un Vehículo Autónomo Terrestre, UNIVERSIDAD DE CHILE, Licenciatura/ Bachillerato/Bachelor, 09/04/2013.
(14) Karel Mundnich B., Early detection of high volatility clusters using particle filters, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2013.
(15) Javier Acuña P., Aplicación de técnicas de filtrado Bayesiano para detección de exoplanetas y estimación de sus masas, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2014.
(16) Paulina Flores A., Modelación y predicción de focos de criminalidad basado en modelos probabilísticos, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2014.
(17) Iván Huerta H., Diseño e implementación de dispositivo de adquisición de datos para sistema de trazado de flujo material, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2014.
(18) Hugo Navarrete H., Caracterización Estadística del Perfil de Uso de Baterías para el Pronóstico del Estado-de-Carga, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2014.
(19) Alex Díaz Millán, Implementación de métodos sub-óptimos de estimación y predicción del estado-de-carga de baterías de ion-litio en ambiente Android, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2015.
(20) Carlos Tampier Cotoras, Análisis comparativo de técnicas avanzadas de estimación Bayesiana aplicado al pronóstico del tiempo de descarga de celdas de ion-litio, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2015.
(21) Matías Eugenin Castillo, Uso de modelos de similitud para detección de anomalías y modelos de predicción en procesos de concentración de minerales, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2016.
(22) Felipe Tobar Henríquez, Inferencia de la volatilidad de retornos financieros usando filtro de partículas, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 08/06/2010.
(23) Gabriel Moreno Calderón, Identificación de Sistemas basada en la Inteligencia Computacional y su Aplicación a la Modelación de un Aerogenerador, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 30/04/2011.
(24) Benjamín Olivares Rubio, Sistema de pronóstico para el estado-de-salud de acumuladores de energía basado en filtro de partículas y caracterización estadística de fenómenos de regeneración, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 30/09/2012.
(25) Matías Cerda Muñoz, Estimación en línea del tiempo de descarga de baterías de Ion-Litio utilizando caracterización del perfil de utilización y métodos secuenciales de Monte Carlo, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 31/10/2012.
(26) Jorge Carrera O., Sistema de Pronóstico para Regeneración de Aceites para transformadores basado en algoritmos Filtro de Partículas, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2015.
(27) Daniel Pola C., An improved prognosis strategy with temperature dependent state-space model for the analysis of the state-of-health and state-of-charge in lithium-ion batteries, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2014.
(28) David Acuña Ureta, Manejo de Incertidumbre ante Pérdida Parcial o Total de Datos en Algoritmos Basados en Métodos Secuenciales de Monte Carlo y Nueva Definición de Probabilidad de Falla en el Contexto de Monitoreo en Línea, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2016.
(29) Pablo Espinoza Rubio, A Simulation Engine for Ion-Lithium Battery Packs in Electric Vehicles Based on Energetic Autonomy and Remaining Useful Life Criteria, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2017.
(30) Juan Rodriguez, Desarrollo de una metodología para caracterizar y predecir el riesgo criminal mediante la generación de modelos espacio-temporales empíricos basados en manejo de datos, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2017.
(31) Ismael Jaras, Metodos avanzados para la evaluación del desempeño de algoritmos de estimación y pronostico basados en Monte Carlo Secuencial, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2017.
(32) Mario Vergara, Caracterización y predicción de riesgo criminal basado en kernels espacio-temporales incluyendo fenomenología espacial, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2017.
(33) Pablo Fuentes, Diseño de un modelo espacio-temporal para caracterizar y predecir el riesgo criminal y análisis de su desempeño usando transformaciones basadas en Kernels Gaussianos Periódicos y funciones wavelet en la fenomenología temporal, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2017.
(34) Rubén Clavería, Uncertainty Characterization of Orbital Parameters in Context of Partial Information, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2017.
(35) Matías Benavides, Determinación de indicadores de estado de salud de Baterías de Ion-Litio, mediante el uso de Espectroscopia de Impedancia Electroquímica y caracterización del termino de la vida util basado en la generación de calor dada por la impedancia interna, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2018.
(36) Sebastián Seria, Metodología para el Diagnostico y Pronostico de Fallas en el Motor de Tracción de Equipos de Transporte de Material Minero, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2018.
(37) Diego Jiménez, Gestión Optima de la Energía de una nano-red para Minimizar la degradación de un Pack Modular de Baterías de Ion-Litio, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2018.
(39) Aramis Perez, Effect of Temperature-Dependent Degradation Models for Lithium-Ion Energy Storage Devices on Optimized Multiservice Portfolio Strategies, UNIVERSIDAD DE CHILE, Doctorado/Ph.D., 2018.
(40) Francisco Jaramillo, Diseño de Nuevas Estrategias de Estimación y Pronostico del Termino de la Fase Aeróbica para el Proceso de Remoción Biológica de Nitrógeno en Reactores Batch Secuenciales, U
(41) Gina Sierra, Towards battery health management for lithium polymer battery-powered small-size rotary-wing unmanned aerial vehicles, UNIVERSIDAD DE CHILE, Doctorado/Ph.D., 2018.
(42) Heraldo Rozas, An Approach to Prognosis-Decision-Making for Route Calculation of an Electric Vehicle Considering Stochastic Traffic Information, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2019.
(43) Sergio Ehijo P., Implementación de estrategia para control de estimulación epidural por circuito cerrado para tratamiento de síntomas parkinsonianos, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2019.
(44) Samuel Jaramillo E., Análisis de la factibilidad técnica de la implementación de algoritmos de diagnóstico de fallas en alternadores de camiones mineros de la mina Anglo American, División Los Bronces, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2019.
(45) David Acuña Ureta, Theoretical Foundations of Uncertain Event Prognosis and Predictive Bayesian Cramér-Rao Bounds, UNIVERSIDAD DE CHILE, Doctorado/Ph.D., 2020.
(46) Álvaro Valenzuela P., Indicador para pronóstico de fallas en maquinaria de planta de alimentos, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2020.
(47) Diego Jorquera L., Desarrollo de un Prototipo de Modelo Predictor de Tiempos de Llegada de Buses para una Aplicación Que Brinda Servicios de Información sobre el Transporte Público, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2020.
(48) Juan Pablo Futalef G., A Decision-making System for Managing Electric Vehicle Fleets Subject to Multiple Operational Constraints, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2021.
(49) Esteban Jofré O., Metodología para evaluar el desempeño de controladores distribuidos en micro redes, frente a fallas en líneas de comunicación, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2021.
(50) Manuel Armijo G., Caracterización probabilística de perfiles de utilización en camiones mineros, UNIVERSIDAD DE CHILE, Licenciatura/Bachillerato/Bachelor, 2021.
(51) Christopher Ley, Accurate inference of the internal polarising impedance surface and total energy capacity – enabling precise Lithium-Ion battery cell voltage and power prognosis, UNIVERSIDAD DE CHILE, Doctorado/Ph.D., 2021
(52) Camilo Jara, Applications of artificial neural networks for ocular scanpath prediction, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2022
(53) Jorge Fabry, Aprendizaje reforzado fuera de línea en control no lineal de estanques, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2022
(54) Nicolás Oyharcabal, Optimization of a maintenance strategy in degrading systems based on operational cost rate quantification, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2022
(55) César Baeza, Modelo predictivo de consumo energético en automóviles eléctricos en base a métodos de aprendizaje de máquina, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(56) Martín Valderrama, Métodos de pronóstico de fallas en motores diésel de camiones mineros en base a indicadores de degradación probabilísticos, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(57) Diego Troncoso, A prognostic decision-making approach under uncertainty for an electric vehicle fleet routing problem, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(58) Mariana Salinas, Path planning for a Mars rover: a prognostic based offline decision-making approach, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(59) Matías Godoy, Clasificación de estados de conciencia cerebrales usando modelos ocultos de Markov, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(60) Ismael Jaras, Energetics, dynamics and structure of spiking neural networks under metabolic constraints, UNIVERSIDAD DE CHILE, Doctorado/Ph.D., 2023
(61) Andrés Herrera, Clasificación de estados cerebrales bajo régimen de anestesia general en primates no humanos utilizando métodos de aprendizaje de máquinas, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(62) Camilo Espinosa, Cambios en estrategias de exploración visual durante experimentos en visión libre, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(63) Oscar Hernández, Optimizacion de la rotación de neumáticos ? en camiones mineros, utilizando algoritmos de pronostico, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(64) Thomas Bate, Aprendizaje de máquinas en la industria minera: predicción y monitoreo de fallas, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2023
(65) Ignacio Zurita, Métodos de aprendizaje de máquinas para la optimización de portafolios de inversión de criptomonedas, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2024
(66) Manuel Martínez, Finite-time Cooperative Control Strategies for the Economic Operation of Hybrid AC/DC Microgrids, UNIVERSIDAD DE CHILE, Doctorado/Ph.D., 2024
(67) Gustavo Ceballos, Mejoramiento del desempeño del control longitudinal de una aeronave mediante la incorporación de controladores adaptivos de orden fraccionario, UNIVERSIDAD DE CHILE, Doctorado/Ph.D., 2024
(68) Samuel Molina, Sistema de Identificación del Tipo de Cáncer Basado en Aprendizaje de Máquinas, UNIVERSIDAD DE CHILE, Magíster/Master/DEA, 2024


Difusión y Transferencia


• Editor-in-Chief, International Journal of Prognostics and Health Management, 2019-present day.
• Fellow of the Prognostics and Health Management Society, PHM Society, 2018, USA.
• Associate Review Director, International Journal of Prognostics and Health Management, September 2013-2019.
• Technical Committee Chair, Annual Conference of the Prognostic and Health Management Society 2018. PHM Society, USA.
• Member of the Technical Committee Program, Annual Conference of the Prognostic and Health Management Society 2017. PHM Society, USA.
• Member of the Technical Committee Program, Annual Conference of the Prognostic and Health Management Society 2016. PHM Society, USA.
• Member of the Technical Committee Program, Annual Conference of the Prognostic and Health Management Society 2015. PHM Society, USA.
• Member of the Technical Committee Program, Annual Conference of the Prognostic and Health Management Society 2014. PHM Society, USA.
• “Centro de Innovación del Litio”, television news story by Canal 13 Cable (13C), September 2013.
• Member of the Technical Committee Program, Annual Conference of the Prognostic and Health Management Society 2013. PHM Society, USA.
• Member of the Technical Committee Program, PHM - 4th International Conference on Prognostics and System Health Management (www.aidic.it/phm), Milano, Italy, 2013.
• Tutorial Course “Mantenimiento Predictivo en Equipos Mineros”, Sexto Seminario de Acercamiento Tecnológico – Codelco Chile, Calama, July 4, 2012.
• “Primer vehículo autónomo de escala real en Chile”, television news story by Televisión Nacional de Chile (TVN), May 2, 2012.
• Member of the Technical Committee Program, Annual Conference of the Prognostic and Health Management Society 2012. PHM Society, USA.
• “Research Areas and Advances on Failure Prognosis”, Center for Advanced Life Cycle Engineering (CALCE), University of Maryland, College Park, Maryland, USA, May 9th 2012.
• Guest Editor en Special Issue “Research Trends in Latin American Automatic Control”, published in the ISI journal "Studies in Informatics and Control," Vol. 1, Issue 1, March 2012.
• Program Chair. IEEE 9th International Conference on Control and Automation - ICCA 2011, December 19th-21th 2011, Santiago, Chile.
• Orchard. M., “Detección de Anomalías y Predicción de Vida Útil Remanente de Equipos basada en Minería de Datos y Modelos Probabilísticos”. X Encuentro de Gestión de Activos Físicos, Pontificia Universidad Católica de Chile, Santiago, Chile, June 2011.
• “Pronóstico de fallas y estimación en línea de la vida útil remanente de equipos y componentes”. Interview published at magazine "Electroindustria", September 2010.
• “El impacto de la implementación de una estrategia de PHM es directo y en el corto plazo”. Interview published at magazine "Electroindustria", as President of the Chilean Association of Automatic Control, November 2009.
• “En Chile se debe apostar a mejorar la interacción con su comunidad académica”. Interview published at magazine "Electroindustria", as President of the Chilean Association of Automatic Control, June 2009.
• Corporación para el Desarrollo de la Región de Atacama (CORPROA): “Data Mining y Sensores Virtuales: Aplicación en la Detección de Anomalías y Predicción de Vida Útil de Equipos”. Tutorial Course for mining industry and equipment suppliers, Copiapó, Chile, April 23rd 2009.
• President of Latin American Committee. XIV Latin American Congress on Automatic Control, Universidad de Santiago de Chile, 24-27 de Agosto 2010, Santiago, Chile.


Premios y Distinciones

  •   Roberto Ovalle Aguirre

    INSTITUTO DE INGENIEROS DE CHILE

    Chile, 2002

    Award for the best national Undergraduate Thesis.

  •   Fulbright Grant

    COMISION FULBRIGHT-CHILE

    Chile, 2003

    Grant for doctoral studies in the United States of America.

  •   Fulbright Grant

    COMISION FULBRIGHT-CHILE

    Chile, 2004

    Grant for doctoral studies in the United States of America.

  •   Fulbright Grant

    COMISION FULBRIGHT-CHILE

    Chile, 2005

    Grant for doctoral studies in the United States of America.

  •   President of the Republic Scholarship

    MINISTERIO DE PLANIFICACION Y COOPERACION

    Chile, 2003

    Scholarship for doctoral studies in the United States of America.

  •   President of the Republic Scholarship

    MINISTERIO DE PLANIFICACION Y COOPERACION

    Chile, 2004

    Scholarship for doctoral studies in the United States of America.

  •   President of the Republic Scholarship

    MINISTERIO DE PLANIFICACION Y COOPERACION

    Chile, 2005

    Scholarship for doctoral studies in the United States of America.

  •   President of the Republic Scholarship

    MINISTERIO DE PLANIFICACION Y COOPERACION

    Chile, 2006

    Scholarship for doctoral studies in the United States of America.

  •   President

    ASOCIACION CHILENA DE CONTROL AUTOMATICO

    Chile, 2009

    President of the “Chilean Association of Automatic Control”-ACCA. Chilean NMO of IFAC.

  •   President

    ASOCIACION CHILENA DE CONTROL AUTOMATICO

    Chile, 2010

    President of the “Chilean Association of Automatic Control”-ACCA. Chilean NMO of IFAC.

  •   President

    ASOCIACION CHILENA DE CONTROL AUTOMATICO

    Chile, 2011

    President of the “Chilean Association of Automatic Control”-ACCA. Chilean NMO of IFAC.

  •   Best paper Award

    Prognostic and Health Management Society

    Estados Unidos, 2010

    Best Paper Award: Annual Conference of the PHM Society, 2010

  •   Best EE Senior Student

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Chile, 2001

    Best undergraduate student of the Department of Electrical Engineering at the Pontificia Universidad Católica de Chile

  •   Honor Scholarship

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Chile, 1997

    50% grant for undergraduate studies at the Pontificia Universidad Católica de Chile

  •   Honor Scholarship

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Chile, 1998

    50% grant for undergraduate studies at the Pontificia Universidad Católica de Chile

  •   Most Valuable Person Award

    Prognostics and Health Management Society

    Estados Unidos, 2018

    Award granted by the Prognostics and Health Management Society to the Most Valuable Person in terms of the organization of the Annual Conference of the PHM Society 2018.

  •   PHM Society Fellow

    Prognostics and Health Management Society

    Chile, 2018

    Recognition for accomplished individuals. Fellows will have made significant contributions to the PHM community for over 15 years. Impact of innovation, creativity and leadership must be demonstrated, preferably across domains and/or sectors. It is expected that up to five awards will be awarded annually. Please download the nomination form and make sure to have the reference letters sent to the Awards Committee by the deadline. Lapel pin and certificate will be presented to award winners. The PHM Society Fellow may use a post-nominal title (letters placed after a person's name to indicate that the individual holds an honor). Recommended use is: “FPHMS” or “Fellow, PHMS” as in: “Jane Doe, PE, FPHMS” which may appear on business cards or letterheads


 

Article (89)

Exploring the benefits of images with frequency visual content in predicting human ocular scanpaths using Artificial Neural Networks
Optimal Photometry of Point Sources: Joint Source Flux and Background Determination on Array Detectors-from Theory to Practical Implementation
Adaptive Scalable Video Streaming (ASViS): An Advanced ABR Transmission Protocol for Optimal Video Quality
An online decision-making strategy for routing of electric vehicle fleets
An online decision-making strategy for routing of electric vehicle fleets q
An Overview of the State of the Art in Aircraft Prognostic and Health Management Strategies
Cost-Benefit Analysis of Maintenance Plans: Case Study of the Power System of a Large Industrial Facility
Dynamic Average Consensus With Anti-Windup Applied to Interlinking Converters in AC/DC Microgrids Under Economic Dispatch and Delays
GNSS-based estimation of average instantaneous power consumption in electric vehicles
Near-instantaneous battery End-of-Discharge prognosis via uncertain event likelihood functions
Optimal Observational Scheduling Framework for Binary and Multiple Stellar Systems
Pitch Angle Control of an Airplane Using Fractional Order Direct Model Reference Adaptive Controllers
Rate Meta Distribution of Downlink Base Station Cooperation for Cellular-Connected UAV Networks
System-level failure prognostics: Literature review and main challenges
A Bayesian approach for fatigue damage diagnosis and prognosis of wind turbine blades
A Comprehensive Review on Small Satellite Microgrids
Adaptive passivity-based control extended for unknown control direction
Bayesian Inference in Single-line Spectroscopic Binaries with a Visual Orbit
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection With Mutual Information Estimation
New Condition-Based Monitoring and Fusion Approaches With a Bounded Uncertainty for Bearing Lifetime Prediction
Unifying Criteria for Calculating the Levelized Cost of Driving in Electro-Mobility Applications
A Fresh New Look on System-level Prognostic: Handling Multi-component Interactions, Mission Profile Impacts, and Uncertainty Quantification
Bayes-based Orbital Elements Estimation in Triple Hierarchical Stellar Systems* dagger
Computation of time probability distributions for the occurrence of uncertain future events
Degradation Modeling and Uncertainty Quantification for System-Level Prognostics
Extending the integrate-and-fire model to account for metabolic dependencies
Failure Prognosis and Applications-A Survey of Recent Literature
Improved Remaining Useful Life Estimation of Wind Turbine Drivetrain Bearings Under Varying Operating Conditions
Lithium-ion battery State-of-Latent-Energy (SoLE): A fresh new look to the problem of energy autonomy prognostics in storage systems
Multi-Objective Finite-Time Control for the Interlinking Converter on Hybrid AC/DC Microgrids
Online joint estimation and prediction for system-level prognostics under component interactions and mission profile effects
Simultaneous inference of Lithium-Ion battery polarising impedance surface and capacity degradation using a Hybrid Neural Adaptive State Space Model
Solving in real-time the dynamic and stochastic shortest path problem for electric vehicles by a prognostic decision making strategy
A method for the reduction of the computational cost associated with the implementation of particle-filter-based failure prognostic algorithms
Critical Wind Turbine Components Prognostics: A Comprehensive Review
Fractional order controllers for throughput and product quality control in a grinding mill circuit
Particle-Filtering-Based Prognostics for the State of Maximum Power Available in Lithium-Ion Batteries at Electromobility Applications
Thermal Modeling Approaches for a LiCoO2 Lithium-ion Battery-A Comparative Study with Experimental Validation
A Modular Fault Diagnosis and Prognosis Method for Hydro-Control Valve System Based on Redundancy in Multisensor Data Information
An Optimized Impedance Model for the Estimation of the State-of-Charge of a Li-Ion Cell: The Case of a LiFePO4 (ANR26650)
Battery health management for small-size rotary-wing electric unmanned aerial vehicles: An efficient approach for constrained computing platforms
Harvest Stage Recognition and Potential Fruit Damage Indicator for Berries Based on Hidden Markov Models and the Viterbi Algorithm
Improvements of Energy-Efficient Techniques in WSNs: A MAC-Protocol Approach
State-of-charge estimation to improve decision making by MAC protocols used in WSNs
Visual Binary Stars with Partially Missing Data: Introducing Multiple Imputation in Astrometric Analysis
Advanced strategies to improve nitrification process in sequencing batch reactors - A review
Characterization of the degradation process of lithium-ion batteries when discharged at different current rates
Conditional predictive Bayesian Cramér-Rao Lower Bounds for prognostic algorithms design
Improving battery voltage prediction in an electric bicycle using altitude measurements and kernel adaptive filters
On-line estimation of the aerobic phase length for partial nitrification processes in SBR based on features extraction and SVM classification
Optimality of the maximum likelihood estimator in astrometry
Performance assessment of sequential Bayesian processors based on probably approximately correct computation and information theory
Chi-squared smoothed adaptive particle-filtering based prognosis
Consumption modeling based on Markov chains and Bayesian networks for a demand side management design of isolated microgrids
Control of a grinding mill circuit using fractional order controllers
Metrics for Evaluating Feature-Based Mapping Performance
Orbits for 18 Visual Binaries and Two Double-line Spectroscopic Binaries Observed with HRCAM on the CTIO SOAR 4m Telescope, Using a New Bayesian Orbit Code Based on Markov Chain Monte Carlo
Particle-filtering-based failure prognosis via sigma-points: Application to Lithium-Ion battery State-of-Charge monitoring
SoC control for improved battery life and throughput performance under VST-TDMA
A fractal time thermal model for predicting the surface temperature of air-cooled cylindrical Li-ion cells based on experimental measurements
Analysis of the Bayesian Cramer-Rao lower bound in astrometry Studying the impact of prior information in the location of an object
Early online detection of high volatility clusters using Particle Filters
Effect of Battery Degradation on Multi-Service Portfolios of Energy Storage
New opportunities offered by Cubesats for space research in Latin America: The SUCHAI project case
Particle-filtering-based estimation of maximum available power state in Lithium-Ion batteries
Fall Detection and Damage Reduction in Biped Humanoid Robots
Fuzzy modelling for the state-of-charge estimation of lead-acid batteries
Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells
Multiple-imputation-particle-filtering for uncertainty characterization in battery state-of-charge estimation problems with missing measurement data: Performance analysis and impact on prognostic algorithms
Particle-Filtering-Based Discharge Time Prognosis for Lithium-Ion Batteries With a Statistical Characterization of Use Profiles
Performance Analysis of the Least-Squares Estimator in Astrometry
A verification framework with application to a propulsion system
Multi-objective optimal design of lithium-ion battery packs based on evolutionary algorithms
Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization of State-of-Health Regeneration Phenomena
Risk Measures for Particle-Filtering-Based State-of-Charge Prognosis in Lithium-Ion Batteries
Volatility Estimation of Financial Returns Using Risk-Sensitive Particle Filters
An integrated architecture for fault diagnosis and failure prognosis of complex engineering systems
Machine remaining useful life prediction: An integrated adaptive neuro-fuzzy and high-order particle filtering approach
Sequential Monte Carlo Methods for Discharge Time Prognosis in Lithium-Ion Batteries
Study of Financial Systems Volatility Using Suboptimal Estimation Algorithms
A Probabilistic Fault Detection Approach: Application to Bearing Fault Detection
Machine Condition Prediction Based on Adaptive Neuro-Fuzzy and High-Order Particle Filtering
A novel blind deconvolution de-noising scheme in failure prognosis
Risk-Sensitive Particle-Filtering-based Prognosis Framework for Estimation of Remaining Useful Life in Energy Storage Devices
A particle-filtering approach for on-line fault diagnosis and failure prognosis
Application of Blind Deconvolution Denoising in Failure Prognosis
Outer Feedback Correction Loops in Particle Filtering-based Prognostic Algorithms: Statistical Performance Comparison
A full compensating system for general loads, based on a combination of thyristor binary compensator, and a PWM-IGBT active power filter
Local models for soft-sensors in a rougher flotation bank

BookSection (1)

A Combined Model-Based and Data-Driven Prognostic Approach for Aircraft System Life Management

BookWhole (1)

On-line Fault Diagnosis and Failure Prognosis Using Particle Filters. Theoretical Framework and Case Studies

ConferencePaper (24)

Sentiment analysis and prediction of events in TWITTER
A combined anomaly detection and failure prognosis approach for estimation of remaining useful life in energy storage devices
Estimation of Financial Indices Volatility Using a Model with Time-Varying Parameters
Multiple-imputation-particle-filtering scheme for uncertainty characterization in battery state-of-charge estimation problems with missing measurement data
Anomaly detection in gas turbine compressor of a power generation plant using similarity-based modeling and multivariate analysis
Improving throughput performance under an energy efficient multiplexing access scheme using time-of-failure prognosis
Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Energy Storage Devices
A new method for identification of fuzzy models based on evolutionary algorithms and its application to the modeling of a wind turbine
Anomaly Detection in Power Generation Plants using Similarity-based Modeling and Multivariate Analysis
Design and validation of a fuzzy longitudinal controller based on a vehicle dynamic simulator
Novel metrics and methodologies for the verification and validation of prognostic algorithms
A .NET framework for an integrated fault diagnosis and failure prognosis architecture
Fault progression modeling: An application to bearing diagnosis and prognosis
Impact of input uncertainty on failure prognostic algorithms: Extending the remaining useful life of nonlinear systems
Machine remaining useful life prediction based on adaptive Neuro-Fuzzy and High-Order particle filtering
A novel RSPF approach to prediction of high-risk, low-probability failure events
Advances in Uncertainty Representation and Management for Particle Filtering Applied to Prognostics
Prognostics enhanced reconfigurable control of electro-mechanical actuators
Anomaly detection: A robust approach to detection of unanticipated faults
Rolling element bearing feature extraction and anomaly detection based on vibration monitoring
A particle filtering-based framework for real-time fault diagnosis and failure prognosis in a turbine engine
A particle filtering framework for failure prognosis
Model-based predictive control with fuzzy characterization of goals and constraints, applied to the dynamic optimization of grinding plants
Predictive control with fuzzy characterization of percentage of solids, particle size and power demand for minerals grinding

ConferenceProceedingWhole (2)

Anomaly Detection Based on Information-Theoretic Measures and Particle Filtering Algorithms
A Probabilistic Approach for Online Model- based Estimation of SOH/SOC and use pro le characterization for Li-Ion Batteries

Proyecto (26)

A Hidden-Markov-Model-based Failure Prognostic Framework for Real-time Prognostic Decision Making
Desarrollo de un Modelo de Inteligencia Artificial para la Optimización del Rendimiento de Baterías Ion-Litio en Vehículos Eléctricos
Prognostics and Health Management in Electro-mobility
Prognostics Performance Metrics based on Bayesian Cràmer-Rao Lower Bounds
Robust Distributed Predictive Control Strategies for the Coordination of Hybrid AC and DC Microgrids
Sistema de Monitoreo para Diagnóstico y Pronóstico de Daño Estructural en Turbinas Eólicas
Control Strategies and Hardware Topologies for the Operation of Energy Storage System in Microgrids
Procesos fundamentales en física de plasmas espaciales combinando instrumentación, observaciones, teoría y simulaciones
CUBESAT PLATFORM FOR SPACE AND TECHNOLOGY RESEARCH
INFORMATION AND DECISION THEORY APPLIED TO THE MEASUREMENT OF QUANTITIES OF ASTRONOMICAL INTEREST=> THE CASE OF GROUND- AND SPACE-BASED ASTROMETRY AND PHOTOMETRY.
DISEÑO Y ESTUDIO DE CONTROLADORES ADAPTIVOS FRACCIONARIOS CON APLICACIÓN AL PROCESO DE MOLIENDA DE MINERALES
NOVEL ESTIMATION AND PROGNOSTIC TECHNIQUES FOR THE ANALYSIS OF STATE-OF-CHARGE AND STATE-OF-HEALTH DEGRADATION IN ENERGY STORGE DEVICES
Control y Gestión de Dispositivos de Almacenamiento de Energía con Aplicaciones a Tracción Eléctrica y Generación Distribuida
Equipamiento para Sistemas de Generación Híbrida
Generation of International Networking between International Research Centers
Módulo de estimación en tiempo real y predicción del estado de salud (SOH) y estado de carga (SOC) de baterías de Ion-Litio
Red de Cooperación Internacional Aplicaciones Eficientes de Baterías de Litio en Almacenamiento, Tracción y Energías Renovables. PEMC- University of Nottingham y Centro de Energía, U Chile.
CSIRO-Chile Research Center. “Intelligent Systems Project”, Program N°3, “Intelligent Mining Systems”
Enfoque Probabilístico Basado en Modelos para la Estimación en Línea del Estado-de-Salud/Estado-de-Carga y Caracterización del Perfil de Uso de Baterías de Ion-Litio
Estudio de Sistemas de Detección de Fallas basado en Modelos SBM
Risk-Sensitive Particle Filtering Framework for Failure Prognosis and Uncertainty Representation in Nonlinear Systems with High-Impact/Low-Likelihood Events
SEQUENTIAL MONTE CARLO METHODS AND FEEDBACK CONCEPTS APPLIED TO FAULT DIAGNOSIS AND FAILURE PROGNOSIS IN NONLINEAR, NON-GAUSSIAN DYNAMIC SYSTEMS
DARPA Structural Integrity Prognosis Program
Advanced Model Based Process and Quality Supervision in Steel Production. Expert system for real time supervision
USO DE FILTROS ACTIVOS DE POTENCIA PARA MEJORAR LA CALIDAD DE SUMINISTRO DE LA ENERGIA ELECTRICA.
Enfoque Probabilístico Basado en Modelos para la Estimación en Línea del Estado-de-Salud/Estado-de-Carga y Caracterización del Perfil de Uso de Baterías de Ion-Litio
128
Marcos Orchard

Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

15
Jorge Silva

Associate Professor

Departamento de Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

7
Doris Saez

Full Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

5
CARLOS MUÑOZ

Profesor Titular

Departamento Ingeniería Eléctrica

Universidad de La Frontera

Temuco, Chile

5
Heraldo Rozas

Graduate research assistant

Gatech

Atlanta, Estados Unidos

4
Claudio Burgos

Profesor Asistente

Universidad de O'Higgins

Rancagua, Chile

4
Pablo Estevez

Profesor Titular

Departamento de Ingenieria Eléctrica

DEPTO. INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

4
René Méndez

Profesor

Departamento de Astronomia

UNIVERSIDAD DE CHILE

Santiago, Chile

4
Jesus Cardenas

Profesor Titular

Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

3
Christopher Ley

Resercher

Faculty of Physical and Mathematical Sciences of the University of Chile

Centre of Mathematical Modelling

Santiago, Chile

3
Claudio Estevez

Profesor Asistente

Ingeniería Eléctrica

UNIVERSIDAD DE CHILE

Santiago, Chile

3
Norelys Aguila

Profesora Asociada

Electricidad

Universidad Tecnológica Metropolitana

Santiago, Chile

3
Rodrigo Palma

Profesor Titular

Ingeniería Eléctrica

Universidad de Chile

SANTIAGO, Chile

3
David Acuña

Profesor Asistente

Departamento de Ingeniería Mecánica y Metalúrgica

Pontificia Universidad Católica de Chile

Santiago, Chile

3
Williams Calderón

Profesor Asociado

Ingeniería Mecánica

UNIVERSIDAD DE CHILE, FACULTAD DE CIENCIAS FISICAS Y MATEMATICAS, DEPARTAMENTO DE INGENIERIA MECANICA

Santiago, Chile

3
Felipe Tobar

Associate Professor

Initiative for Data and Artificial Intelligence

Universidad de Chile

Santiago, Chile

3
Rodrigo Moreno

Assistant Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

3
Rodrigo Orrego

Ayudante

Ciencias

Universidad de Arica

Santiago, Chile

3
Aramis Perez

Investigador Postdoctoral

Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

2
Aldo Cipriano

Full Professor

Electrical Engineering, Mechanical Engineering

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE - DEPTO. ING. ELÉCTRICA

Santiago, Chile

2
Diego Muñoz

Profesor Asistente

Universidad de O'Higgins

Rancagua, Chile

2
Manuel Martinez

Postdoctoral Research Fellow

Instituto de Ciencias de la Ingeniería

Universidad de O'Higgins

Rancagua, Chile

2
Bernardo Severino

Research Assistant

SENSE

Technische Universität Berlin

Berlin, Alemania

2
Jorge Reyes

Ingeniero de Investigación y Desarrollo

Centro de Energía

Universidad de Chile

Santiago, Chile

2
Christian Antileo

Associate Professor

Ingeniería Química

Universidad de La Frontera

Temuco, Chile

2
Marcelo Cortés

PROFESOR ASOCIADO

INGENIERIA ELECTRICA

Universidad de Antofagasta

Antofagasta, Chile

2
Guillermo Jiménez

Director

Ingeniería Eléctrica

UNIVERSIDAD DE CHILE

SANTIAGO, Chile

1
Aldo Casali

Académico

Ingeniería de Minas

Universidad de Chile

Santiago, Chile

1
Marina Stepanova

Full Professor, Permanent staff

Physics

Universidad de Santiago de Chile

Santiago, Chile

1
Claudio Falcón

Profesor Asociado

Departamento de Física

Universidad de Chile

Santiago, Chile

1
Fausto Mena

Adjunct Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

1
Juan Huircán

Profesor Asistente

Ingeniería Electrica

Universidad de La Frontera

Temuco, Chile

1
Juan Valdivia

Full Professor

Fisica

DEPARTAMENTO DE FISICA, FACULTAD DE CIENCIAS, UNIVERSIDAD DE CHILE

Santiago, Chile

1
Patricio Galeas

Docente

Ciencias de la Computación

Universidad de La Frontera

Temuco, Chile

1
Victor Pizarro

Docente e Investigador

Facultad de Ingeniería y Negocios

Universidad Adventista de Chile

Chillan, Chile

1
Juan Cristobal Zagal

Assistant Professor

Ingeniería Mecánica

UNIVERSIAD DE CHILE

Santiago, Chile

1
Miguel Martínez

Research Scientist

Geospace Physics Laboratory (673)

NASA Goddard Space Flight Center

Greenbelt, MD, Estados Unidos

1
Manuel Duarte

Profesor Titular

INGENIERÍA ELÉCTRICA

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Susana Eyheramendy

Full Professor

Universidad Adolfo Ibánez

Santiago, Chile

1
Martin Adams

Full Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

1
Alex Mauricio Echeverria

Investigador

Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

1
Javier Ruiz del Solar

Full Professor and Executive Director of the Advanced Mining Technology Center

Advanced Mining Technology Center & Electrical Engineering Department

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Alex Navas

Assistant Professor

Facultad de Ciencias Físicas y Matemáticas

Universidad de Chile

Chile, Ecuador

1
Rodrigo Astroza

Associate Professor

UNIVERSIDAD DE LOS ANDES

Santiago, Chile

1
Mauricio Zamorano

Assistant Professor

Chemical Engineering Department

Universidad de La Frontera

Temuco, Chile

1
Felipe Inostroza

Associate Researcher

Advanced Mining Technology Center

Universidad de Chile

Santiago, Chile