Marcos E. Orchard

60 papers B 1C 5Journal 45Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enabling online maximum driving range prognostics in electric vehicles via uncertain event likelihood functions. Eng. Appl. Artif. Intell. Jorge E. García Bustos, Benjamín Brito Schiele, Bruno Masserano, Ricardo Salas-Espiñeira, Diego Troncoso-Kurtovic, David Acuña-Ureta, Francisco Jaramillo-Montoya, Marcos E. Orchard, Jorge F. Silva, Aramis Pérez
2026	J	`jnl`	Handling mislabeled data in fault diagnosis: A graph-assisted random forest approach. Neurocomputing Shaozhi Chen, Xiaopeng Xi, Maiying Zhong, Rui Yang, Marcos E. Orchard
2025	J	`jnl`	A novel Information-Driven Strategy for Optimal Regression Assessment. CoRR Benjamín Castro, Camilo Ramírez, Sebastian Espinosa, Jorge F. Silva, Marcos E. Orchard, Heraldo Rozas
2025	J	`jnl`	A novel data-driven framework for driving range prognostics in electric vehicles. Eng. Appl. Artif. Intell. Jorge E. García Bustos, Cesar Baeza, Benjamín Brito Schiele, Violeta Rivera, Bruno Masserano, Marcos E. Orchard, Claudio Burgos-Mellado, Aramis Pérez
2025	J	`jnl`	Dual Distribution Adaptation Random Forest for Fault Diagnosis: Addressing Data Distribution Variability Under Varying Working Conditions. Cogn. Comput. Shaozhi Chen, Rui Yang, Maiying Zhong, Xiaopeng Xi, Marcos E. Orchard
2025	J	`jnl`	FWRF: Mitigating Redundant Features in Fault Diagnosis via Feature Weighted Random Forest. IEEE Trans. Instrum. Meas. Shaozhi Chen, Rui Yang, Maiying Zhong, Xiaopeng Xi, Marcos E. Orchard
2025	J	`jnl`	Unveiling the role of local metabolic constraints on the structure and activity of spiking neural networks. PLoS Comput. Biol. Ismael Jaras, Marcos E. Orchard, Pedro Maldonado, Rodrigo C. Vergara
2024	J	`jnl`	Autonomous Sensor System for Low-Capacity Wind Turbine Blade Vibration Measurement. Sensors Diego Muxica, Sebastian Rivera, Marcos E. Orchard, Constanza Ahumada, Francisco Jaramillo, Felipe Bravo, José M. Gutiérrez, Rodrigo Astroza
2024	J	`jnl`	Exploring the benefits of images with frequency visual content in predicting human ocular scanpaths using Artificial Neural Networks. Expert Syst. Appl. Camilo Jara Do Nascimento, Marcos E. Orchard, Christ Devia
2024	J	`jnl`	Fault Detection and Monitoring using an Information-Driven Strategy: Method, Theory, and Application. CoRR Camilo Ramírez, Jorge F. Silva, Ferhat Tamssaouet, Tomás Rojas, Marcos E. Orchard
2023	J	`jnl`	An Overview of the State of the Art in Aircraft Prognostic and Health Management Strategies. IEEE Trans. Instrum. Meas. Mojtaba Kordestani, Marcos E. Orchard, Khashayar Khorasani, Mehrdad Saif
2023	J	`jnl`	An online decision-making strategy for routing of electric vehicle fleets. Inf. Sci. Juan-Pablo Futalef, Diego Muñoz-Carpintero, Heraldo Rozas, Marcos E. Orchard
2023	J	`jnl`	Dynamic Average Consensus With Anti-Windup Applied to Interlinking Converters in AC/DC Microgrids Under Economic Dispatch and Delays. IEEE Trans. Smart Grid Manuel Martínez-Gómez, Marcos E. Orchard, Serhiy Bozhko
2023	J	`jnl`	GNSS-Based Estimation of Average Instantaneous Power Consumption in Electric Vehicles. IEEE Trans. Ind. Electron. Javier A. Torres Bustos, Marcos E. Orchard, Miguel Torres-Torriti, Fernando Alfredo Auat Cheeín
2022	—	`conf`	A Reliable and Simple Method to Estimate the Electric-Vehicle Battery State-of-Health. ICCVE Vanessa Quintero, Claudio Estevez, Marcos E. Orchard, Aramis Pérez, Jia Yuan Yu, Xiang Yu
2022	J	`jnl`	Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection With Mutual Information Estimation. IEEE Trans. Signal Process. Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard
2021	B	`conf`	Condition Monitoring and Failure prognostic of Wind Turbine Blades. SMC Milad Rezamand, Mojtaba Kordestani, Marcos E. Orchard, Rupp Carriveau, David S. K. Ting, Mehrdad Saif
2021	J	`jnl`	Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation. CoRR Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla, Marcos E. Orchard
2021	J	`jnl`	Degradation Modeling and Uncertainty Quantification for System-Level Prognostics. IEEE Syst. J. Ferhat Tamssaouet, Khanh T. P. Nguyen, Kamal Medjaher, Marcos E. Orchard
2021	J	`jnl`	Failure Prognosis and Applications - A Survey of Recent Literature. IEEE Trans. Reliab. Mojtaba Kordestani, Mehrdad Saif, Marcos E. Orchard, Roozbeh Razavi-Far, Khashayar Khorasani
2021	J	`jnl`	Improved Remaining Useful Life Estimation of Wind Turbine Drivetrain Bearings Under Varying Operating Conditions. IEEE Trans. Ind. Informatics Milad Rezamand, Mojtaba Kordestani, Marcos E. Orchard, Rupp Carriveau, David S. K. Ting, Mehrdad Saif
2021	J	`jnl`	Multi-Objective Finite-Time Control for the Interlinking Converter on Hybrid AC/DC Microgrids. IEEE Access Manuel Martínez-Gómez, Alex Navas Fonseca, Marcos E. Orchard, Serhiy Bozhko, Claudio Burgos-Mellado, Roberto Cárdenas
2021	J	`jnl`	Solving in real-time the dynamic and stochastic shortest path problem for electric vehicles by a prognostic decision making strategy. Expert Syst. Appl. Heraldo Rozas, Diego Muñoz-Carpintero, Doris Sáez, Marcos E. Orchard
2020	J	`jnl`	Critical Wind Turbine Components Prognostics: A Comprehensive Review. IEEE Trans. Instrum. Meas. Milad Rezamand, Mojtaba Kordestani, Rupp Carriveau, David S. K. Ting, Marcos E. Orchard, Mehrdad Saif
2020	J	`jnl`	Fractional order controllers for throughput and product quality control in a grinding mill circuit. Eur. J. Control Norelys Aguila-Camacho, Manuel A. Duarte-Mermoud, Marcos E. Orchard
2020	J	`jnl`	Particle-Filtering-Based Prognostics for the State of Maximum Power Available in Lithium-Ion Batteries at Electromobility Applications. IEEE Trans. Veh. Technol. César Díaz, Vanessa Quintero, Aramis Pérez, Francisco Jaramillo, Claudio Burgos-Mellado, Heraldo Rozas, Marcos E. Orchard, Doris Sáez, Roberto Cárdenas
2019	J	`jnl`	A Modular Fault Diagnosis and Prognosis Method for Hydro-Control Valve System Based on Redundancy in Multisensor Data Information. IEEE Trans. Reliab. Mojtaba Kordestani, Amir Zanj, Marcos E. Orchard, Mehrdad Saif
2019	J	`jnl`	Battery health management for small-size rotary-wing electric unmanned aerial vehicles: An efficient approach for constrained computing platforms. Reliab. Eng. Syst. Saf. Gina Sierra, Marcos E. Orchard, Kai Goebel, Chetan S. Kulkarni
2019	J	`jnl`	Harvest Stage Recognition and Potential Fruit Damage Indicator for Berries Based on Hidden Markov Models and the Viterbi Algorithm. Sensors Marcos E. Orchard, Carlos Muñoz Poblete, Juan Ignacio Huircan, Patricio Galeas, Heraldo Rozas
2019	J	`jnl`	Improvements of Energy-Efficient Techniques in WSNs: A MAC-Protocol Approach. IEEE Commun. Surv. Tutorials Vanessa Quintero, Claudio Estevez, Marcos E. Orchard, Aramis Pérez
2019	C	`conf`	Uncertainty Quantification in System-level Prognostics: Application to Tennessee Eastman Process. CoDIT Ferhat Tamssaouet, Thi Phuong Khanh Nguyen, Kamal Medjaher, Marcos E. Orchard
2018	J	`jnl`	Characterization of the degradation process of lithium-ion batteries when discharged at different current rates. J. Syst. Control. Eng. Aramis Pérez, Vanessa Quintero, Francisco Jaramillo, Heraldo Rozas, Diego Jiménez, Marcos E. Orchard, Rodrigo Moreno
2018	J	`jnl`	Conditional predictive Bayesian Cramér-Rao Lower Bounds for prognostic algorithms design. Appl. Soft Comput. David Acuna, Marcos E. Orchard, Raimundo Saona
2018	J	`jnl`	Improving battery voltage prediction in an electric bicycle using altitude measurements and kernel adaptive filters. Pattern Recognit. Lett. Felipe A. Tobar, Iván Castro, Jorge F. Silva, Marcos E. Orchard
2017	C	`conf`	Crime prediction using patterns and context. CSCWD Nelson Baloian, Enrique Bassaletti, Mario Fernández, Óscar Figueroa, Pablo Fuentes, Raúl Manásevich, Marcos E. Orchard, Sergio Peñafiel, José A. Pino, Mario Vergara
2017	J	`jnl`	Metrics for Evaluating Feature-Based Mapping Performance. IEEE Trans. Robotics Pablo Barrios, Martin Adams, Keith Yu Kit Leung, Felipe Inostroza, Ghayur Naqvi, Marcos E. Orchard
2017	C	`conf`	Modelling the degradation process of lithium-ion batteries when operating at erratic state-of-charge swing ranges. CoDIT Aramis Pérez, Vanessa Quintero, Heraldo Rozas, Francisco Jaramillo, Rodrigo Moreno, Marcos E. Orchard
2017	—	`conf`	State-of-charge estimation to improve energy conservation and extend battery life of wireless sensor network nodes. ICUFN Vanessa Quintero, Claudio Estevez, Marcos E. Orchard
2016	—	`conf`	Analysis of the Bayesian Cramér-Rao in astrometry. SAM Alex Echeverria, Jorge F. Silva, R. A. Mendez, Marcos E. Orchard
2016	J	`jnl`	Early online detection of high volatility clusters using Particle Filters. Expert Syst. Appl. Karel Mundnich, Marcos E. Orchard
2015	J	`jnl`	Fall Detection and Damage Reduction in Biped Humanoid Robots. Int. J. Humanoid Robotics Javier Moya, Javier Ruiz-del-Solar, Marcos E. Orchard, Isao Parra-Tsunekawa
2015	J	`jnl`	Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells. IEEE Trans. Reliab. 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
2015	J	`jnl`	Particle-Filtering-Based Discharge Time Prognosis for Lithium-Ion Batteries With a Statistical Characterization of Use Profiles. IEEE Trans. Reliab. 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
2014	J	`jnl`	A verification framework with application to a propulsion system. Expert Syst. Appl. Bin Zhang, Marcos E. Orchard, Bhaskar Saha, Abhinav Saxena, Young Jin Lee, George J. Vachtsevanos
2014	—	`conf`	Estimation of financial indices volatility using a model with time-varying parameters. CIFEr Felipe A. Tobar, Marcos E. Orchard, Danilo P. Mandic, Anthony G. Constantinides
2013	—	`conf`	Improving throughput performance under an energy efficient multiplexing access scheme using time-of-failure prognosis. BODYNETS Claudio Estevez, Marcos E. Orchard, Aravind Kailas
2013	J	`jnl`	Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization of State-of-Health Regeneration Phenomena. IEEE Trans. Instrum. Meas. Benjamín E. Olivares, Matías A. Cerda Munoz, Marcos E. Orchard, Jorge F. Silva
2013	J	`jnl`	Risk Measures for Particle-Filtering-Based State-of-Charge Prognosis in Lithium-Ion Batteries. IEEE Trans. Ind. Electron. Marcos E. Orchard, Pablo Hevia-Koch, Bin Zhang, Liang Tang
2012	J	`jnl`	An integrated architecture for fault diagnosis and failure prognosis of complex engineering systems. Expert Syst. Appl. Chaochao Chen, Douglas W. Brown, Chris Sconyers, Bin Zhang, George J. Vachtsevanos, Marcos E. Orchard
2011	J	`jnl`	A Probabilistic Fault Detection Approach: Application to Bearing Fault Detection. IEEE Trans. Ind. Electron. Bin Zhang, Chris Sconyers, Carl S. Byington, Romano Patrick, Marcos E. Orchard, George J. Vachtsevanos
2011	—	`conf`	A new method for identification of fuzzy models based on evolutionary algorithms and its application to the modeling of a wind turbine. ICCA Gabriel Moreno, Doris Sáez, Marcos E. Orchard
2011	C	`conf`	Anomaly detection in power generation plants using similarity-based modeling and multivariate analysis. ACC Felipe A. Tobar, Luis Yacher, Rodrigo Paredes, Marcos E. Orchard
2011	—	`conf`	Design and validation of a fuzzy longitudinal controller based on a vehicle dynamic simulator. ICCA Felipe Cabello, Alexis Acuna, Paul A. Vallejos, Marcos E. Orchard, Javier Ruiz-del-Solar
2011	J	`jnl`	Machine Condition Prediction Based on Adaptive Neuro-Fuzzy and High-Order Particle Filtering. IEEE Trans. Ind. Electron. Chaochao Chen, Bin Zhang, George J. Vachtsevanos, Marcos E. Orchard
2011	—	`conf`	Welcome message. ICCA Youyi Wang, Manuel Duarte-Mermoud, Hai Lin, Marcos E. Orchard
2010	C	`conf`	Fault progression modeling: An application to bearing diagnosis and prognosis. ACC Bin Zhang, Chris Sconyers, Marcos E. Orchard, Romano Patrick, George J. Vachtsevanos
2009	J	`jnl`	Application of Blind Deconvolution Denoising in Failure Prognosis. IEEE Trans. Instrum. Meas. Bin Zhang, Taimoor Khawaja, Romano Patrick, George J. Vachtsevanos, Marcos E. Orchard, Abhinav Saxena
2007	J	`jnl`	A Particle Filtering Approach for On-Line Failure Prognosis in a Planetary Carrier Plate. Int. J. Fuzzy Log. Intell. Syst. Marcos E. Orchard, George J. Vachtsevanos
2007	—	`conf`	Prognostics in the Control Loop. AAAI Fall Symposium: Artificial Intelligence for Prognostics Liang Tang, Gregory J. Kacprzynski, Kai Goebel, Johan Reimann, Marcos E. Orchard, Abhinav Saxena, Bhaskar Saha
2003	J	`jnl`	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. Juan W. Dixon, Yamille del Valle, Marcos E. Orchard, Micah Ortuzar, Luis Morán, Carlos Maffrand