Marcos E. Orchard

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 36

Top Topics

Viterbi Algorithm

Sequential Monte Carlo Methods

Top Venues

IEEE Trans. Reliab.

Expert Syst. Appl.

Publications

Camilo Ramírez, Jorge F. Silva, Ferhat Tamssaouet, Tomás Rojas, Marcos E. Orchard
Fault Detection and Monitoring using an Information-Driven Strategy: Method, Theory, and Application. CoRR (2024)
Diego Muxica, Sebastian Rivera, Marcos E. Orchard, Constanza Ahumada, Francisco Jaramillo, Felipe Bravo, José M. Gutiérrez, Rodrigo Astroza
Autonomous Sensor System for Low-Capacity Wind Turbine Blade Vibration Measurement. Sensors 24 (6) (2024)
Camilo Jara Do Nascimento, Marcos E. Orchard, Christ Devia
Exploring the benefits of images with frequency visual content in predicting human ocular scanpaths using Artificial Neural Networks. Expert Syst. Appl. 239 (2024)
Javier A. Torres Bustos, Marcos E. Orchard, Miguel Torres-Torriti, Fernando Alfredo Auat Cheeín
GNSS-Based Estimation of Average Instantaneous Power Consumption in Electric Vehicles. IEEE Trans. Ind. Electron. 70 (9) (2023)
Mojtaba Kordestani, Marcos E. Orchard, Khashayar Khorasani, Mehrdad Saif
An Overview of the State of the Art in Aircraft Prognostic and Health Management Strategies. IEEE Trans. Instrum. Meas. 72 (2023)
Manuel Martínez-Gómez, Marcos E. Orchard, Serhiy Bozhko
Dynamic Average Consensus With Anti-Windup Applied to Interlinking Converters in AC/DC Microgrids Under Economic Dispatch and Delays. IEEE Trans. Smart Grid 14 (5) (2023)
Juan-Pablo Futalef, Diego Muñoz-Carpintero, Heraldo Rozas, Marcos E. Orchard
An online decision-making strategy for routing of electric vehicle fleets. Inf. Sci. 625 (2023)
Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection With Mutual Information Estimation. IEEE Trans. Signal Process. 70 (2022)
Vanessa Quintero, Claudio Estevez, Marcos E. Orchard, Aramis Pérez, Jia Yuan Yu, Xiang Yu
A Reliable and Simple Method to Estimate the Electric-Vehicle Battery State-of-Health. ICCVE (2022)
Manuel Martínez-Gómez, Alex Navas Fonseca, Marcos E. Orchard, Serhiy Bozhko, Claudio Burgos-Mellado, Roberto Cárdenas
Multi-Objective Finite-Time Control for the Interlinking Converter on Hybrid AC/DC Microgrids. IEEE Access 9 (2021)
Heraldo Rozas, Diego Muñoz-Carpintero, Doris Sáez, Marcos E. Orchard
Solving in real-time the dynamic and stochastic shortest path problem for electric vehicles by a prognostic decision making strategy. Expert Syst. Appl. 184 (2021)
Mojtaba Kordestani, Mehrdad Saif, Marcos E. Orchard, Roozbeh Razavi-Far, Khashayar Khorasani
Failure Prognosis and Applications - A Survey of Recent Literature. IEEE Trans. Reliab. 70 (2) (2021)
Ferhat Tamssaouet, Khanh T. P. Nguyen, Kamal Medjaher, Marcos E. Orchard
Degradation Modeling and Uncertainty Quantification for System-Level Prognostics. IEEE Syst. J. 15 (2) (2021)
Milad Rezamand, Mojtaba Kordestani, Marcos E. Orchard, Rupp Carriveau, David S. K. Ting, Mehrdad Saif
Improved Remaining Useful Life Estimation of Wind Turbine Drivetrain Bearings Under Varying Operating Conditions. IEEE Trans. Ind. Informatics 17 (3) (2021)
Milad Rezamand, Mojtaba Kordestani, Marcos E. Orchard, Rupp Carriveau, David S. K. Ting, Mehrdad Saif
Condition Monitoring and Failure prognostic of Wind Turbine Blades. SMC (2021)
Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation. CoRR (2021)
César Díaz, Vanessa Quintero, Aramis Pérez, Francisco Jaramillo, Claudio Burgos-Mellado, Heraldo Rozas, Marcos E. Orchard, Doris Sáez, Roberto Cárdenas
Particle-Filtering-Based Prognostics for the State of Maximum Power Available in Lithium-Ion Batteries at Electromobility Applications. IEEE Trans. Veh. Technol. 69 (7) (2020)
Milad Rezamand, Mojtaba Kordestani, Rupp Carriveau, David S. K. Ting, Marcos E. Orchard, Mehrdad Saif
Critical Wind Turbine Components Prognostics: A Comprehensive Review. IEEE Trans. Instrum. Meas. 69 (12) (2020)
Norelys Aguila-Camacho, Manuel A. Duarte-Mermoud, Marcos E. Orchard
Fractional order controllers for throughput and product quality control in a grinding mill circuit. Eur. J. Control 51 (2020)
Mojtaba Kordestani, Amir Zanj, Marcos E. Orchard, Mehrdad Saif
A Modular Fault Diagnosis and Prognosis Method for Hydro-Control Valve System Based on Redundancy in Multisensor Data Information. IEEE Trans. Reliab. 68 (1) (2019)
Marcos E. Orchard, Carlos Muñoz Poblete, Juan Ignacio Huircan, Patricio Galeas, Heraldo Rozas
Harvest Stage Recognition and Potential Fruit Damage Indicator for Berries Based on Hidden Markov Models and the Viterbi Algorithm. Sensors 19 (20) (2019)
Vanessa Quintero, Claudio Estevez, Marcos E. Orchard, Aramis Pérez
Improvements of Energy-Efficient Techniques in WSNs: A MAC-Protocol Approach. IEEE Commun. Surv. Tutorials 21 (2) (2019)
Gina Sierra, Marcos E. Orchard, Kai Goebel, Chetan S. Kulkarni
Battery health management for small-size rotary-wing electric unmanned aerial vehicles: An efficient approach for constrained computing platforms. Reliab. Eng. Syst. Saf. 182 (2019)
Ferhat Tamssaouet, Thi Phuong Khanh Nguyen, Kamal Medjaher, Marcos E. Orchard
Uncertainty Quantification in System-level Prognostics: Application to Tennessee Eastman Process. CoDIT (2019)
David Acuna, Marcos E. Orchard, Raimundo Saona
Conditional predictive Bayesian Cramér-Rao Lower Bounds for prognostic algorithms design. Appl. Soft Comput. 72 (2018)
Felipe A. Tobar, Iván Castro, Jorge F. Silva, Marcos E. Orchard
Improving battery voltage prediction in an electric bicycle using altitude measurements and kernel adaptive filters. Pattern Recognit. Lett. 105 (2018)
Aramis Pérez, Vanessa Quintero, Francisco Jaramillo, Heraldo Rozas, Diego Jiménez, Marcos E. Orchard, Rodrigo Moreno
Characterization of the degradation process of lithium-ion batteries when discharged at different current rates. J. Syst. Control. Eng. 232 (8) (2018)
Aramis Pérez, Vanessa Quintero, Heraldo Rozas, Francisco Jaramillo, Rodrigo Moreno, Marcos E. Orchard
Modelling the degradation process of lithium-ion batteries when operating at erratic state-of-charge swing ranges. CoDIT (2017)
Nelson Baloian, Enrique Bassaletti, Mario Fernández, Óscar Figueroa, Pablo Fuentes, Raúl Manásevich, Marcos E. Orchard, Sergio Peñafiel, José A. Pino, Mario Vergara
Crime prediction using patterns and context. CSCWD (2017)
Pablo Barrios, Martin Adams, Keith Yu Kit Leung, Felipe Inostroza, Ghayur Naqvi, Marcos E. Orchard
Metrics for Evaluating Feature-Based Mapping Performance. IEEE Trans. Robotics 33 (1) (2017)
Vanessa Quintero, Claudio Estevez, Marcos E. Orchard
State-of-charge estimation to improve energy conservation and extend battery life of wireless sensor network nodes. ICUFN (2017)
Alex Echeverria, Jorge F. Silva, R. A. Mendez, Marcos E. Orchard
Analysis of the Bayesian Cramér-Rao in astrometry. SAM (2016)
Karel Mundnich, Marcos E. Orchard
Early online detection of high volatility clusters using Particle Filters. Expert Syst. Appl. 54 (2016)
Javier Moya, Javier Ruiz-del-Solar, Marcos E. Orchard, Isao Parra-Tsunekawa
Fall Detection and Damage Reduction in Biped Humanoid Robots. Int. J. Humanoid Robotics 12 (1) (2015)
Marcos E. Orchard, Matias S. Lacalle, Benjamín E. Olivares, Jorge F. Silva, Rodrigo Palma-Behnke, Pablo A. Estévez, Bernardo Severino, Williams Calderon-Munoz, Marcelo Cortes-Carmona
Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells. IEEE Trans. Reliab. 64 (2) (2015)
Daniel A. Pola, Hugo F. Navarrete, Marcos E. Orchard, Ricardo S. Rabie, Matías A. Cerda Munoz, Benjamín E. Olivares, Jorge F. Silva, Pablo A. Espinoza, Aramis Pérez
Particle-Filtering-Based Discharge Time Prognosis for Lithium-Ion Batteries With a Statistical Characterization of Use Profiles. IEEE Trans. Reliab. 64 (2) (2015)
Felipe A. Tobar, Marcos E. Orchard, Danilo P. Mandic, Anthony G. Constantinides
Estimation of financial indices volatility using a model with time-varying parameters. CIFEr (2014)
Bin Zhang, Marcos E. Orchard, Bhaskar Saha, Abhinav Saxena, Young Jin Lee, George J. Vachtsevanos
A verification framework with application to a propulsion system. Expert Syst. Appl. 41 (13) (2014)
Marcos E. Orchard, Pablo Hevia-Koch, Bin Zhang, Liang Tang
Risk Measures for Particle-Filtering-Based State-of-Charge Prognosis in Lithium-Ion Batteries. IEEE Trans. Ind. Electron. 60 (11) (2013)
Benjamín E. Olivares, Matías A. Cerda Munoz, Marcos E. Orchard, Jorge F. Silva
Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization of State-of-Health Regeneration Phenomena. IEEE Trans. Instrum. Meas. 62 (2) (2013)
Claudio Estevez, Marcos E. Orchard, Aravind Kailas
Improving throughput performance under an energy efficient multiplexing access scheme using time-of-failure prognosis. BODYNETS (2013)
Chaochao Chen, Douglas W. Brown, Chris Sconyers, Bin Zhang, George J. Vachtsevanos, Marcos E. Orchard
An integrated architecture for fault diagnosis and failure prognosis of complex engineering systems. Expert Syst. Appl. 39 (10) (2012)
Chaochao Chen, Bin Zhang, George J. Vachtsevanos, Marcos E. Orchard
Machine Condition Prediction Based on Adaptive Neuro-Fuzzy and High-Order Particle Filtering. IEEE Trans. Ind. Electron. 58 (9) (2011)
Youyi Wang, Manuel Duarte-Mermoud, Hai Lin, Marcos E. Orchard
Welcome message. ICCA (2011)
Gabriel Moreno, Doris Sáez, Marcos E. Orchard
A new method for identification of fuzzy models based on evolutionary algorithms and its application to the modeling of a wind turbine. ICCA (2011)
Felipe Cabello, Alexis Acuna, Paul A. Vallejos, Marcos E. Orchard, Javier Ruiz-del-Solar
Design and validation of a fuzzy longitudinal controller based on a vehicle dynamic simulator. ICCA (2011)
Felipe A. Tobar, Luis Yacher, Rodrigo Paredes, Marcos E. Orchard
Anomaly detection in power generation plants using similarity-based modeling and multivariate analysis. ACC (2011)
Bin Zhang, Chris Sconyers, Carl S. Byington, Romano Patrick, Marcos E. Orchard, George J. Vachtsevanos
A Probabilistic Fault Detection Approach: Application to Bearing Fault Detection. IEEE Trans. Ind. Electron. 58 (5) (2011)
Bin Zhang, Chris Sconyers, Marcos E. Orchard, Romano Patrick, George J. Vachtsevanos
Fault progression modeling: An application to bearing diagnosis and prognosis. ACC (2010)
Bin Zhang, Taimoor Khawaja, Romano Patrick, George J. Vachtsevanos, Marcos E. Orchard, Abhinav Saxena
Application of Blind Deconvolution Denoising in Failure Prognosis. IEEE Trans. Instrum. Meas. 58 (2) (2009)
Liang Tang, Gregory J. Kacprzynski, Kai Goebel, Johan Reimann, Marcos E. Orchard, Abhinav Saxena, Bhaskar Saha
Prognostics in the Control Loop. AAAI Fall Symposium: Artificial Intelligence for Prognostics (2007)
Marcos E. Orchard, George J. Vachtsevanos
A Particle Filtering Approach for On-Line Failure Prognosis in a Planetary Carrier Plate. Int. J. Fuzzy Log. Intell. Syst. 7 (4) (2007)
Juan W. Dixon, Yamille del Valle, Marcos E. Orchard, Micah Ortuzar, Luis Morán, Carlos Maffrand
A full compensating system for general loads, based on a combination of thyristor binary compensator, and a PWM-IGBT active power filter. IEEE Trans. Ind. Electron. 50 (5) (2003)