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Rodrigo Andrés Mena Bustos

Assistant Professor Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile

2017 - A la fecha


Methodology proposal for the development of failure prediction models applied to conveyor belts of mining material using machine learning Viveros, Pablo; Lobos, Giovanni; Rodriguez, Fredy Kristjanpoller; Mena, Rodrigo; Godoy, David R. Article ISI SCOPUS RELIABILITY ENGINEERING & SYSTEM SAFETY (2025)
A Methodological Framework for Managing the Alarms in Wind Turbine Control and Data Acquisition Systems for Failure Analysis Castillo-Navarro, Javier; Kristjanpoller, Fredy; Mena, Rodrigo; Godoy, David R.; Viveros, Pablo Article ISI SCOPUS MACHINES (2024)
A multi-objective two-stage stochastic unit commitment model for wind and battery-integrated power systems Godoy, D. R. Article ISI JOURNAL OF ENERGY STORAGE (2024)
Adopting New Machine Learning Approaches on Cox's Partial Likelihood Parameter Estimation for Predictive Maintenance Decisions Godoy, David R.; Álvarez-Rodríguez, Víctor; Mena, Rodrigo; Viveros, Pablo; Kristjanpoller, Fredy Article ISI SCOPUS MACHINES (2024)
Advancing Predictive Maintenance with PHM-ML Modeling: Optimal Covariate Weight Estimation and State Band Definition under Multi-Condition Scenarios Godoy, David R.; Mavrakis, Constantino; Mena, Rodrigo; Kristjanpoller, Fredy; Viveros, Pablo Article ISI SCOPUS MACHINES (2024)
An Advanced Framework for Predictive Maintenance Decisions: Integrating the Proportional Hazards Model and Machine Learning Techniques under CBM Multi-Covariate Scenarios Godoy, David R.; Mavrakis, Constantino; Mena, Rodrigo; Kristjanpoller, Fredy; Viveros, Pablo Article ISI SCOPUS APPLIED SCIENCES-BASEL (2024)
An Integrated Approach: A Hybrid Machine Learning Model for the Classification of Unscheduled Stoppages in a Mining Crushing Line Employing Principal Component Analysis and Artificial Neural Networks Viveros, Pablo; Moya, Cristian; Mena, Rodrigo; Kristjanpoller, Fredy; Godoy, David R. Article ISI SCOPUS SENSORS (2024)
Extended Framework for Preventive Maintenance Planning: Risk and Behaviour Analysis of a Proposed Optimization Model Viveros, Pablo; Mena, Rodrigo; Kristjanpoller, Fredy Article ISI COMPLEXITY (2023)
Integrated planning framework for preventive maintenance grouping: A case study for a conveyor system in the Chilean mining industry Viveros, Pablo; Miqueles, Leonardo; Kristjanpoller, Fredy Article ISI PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY (2023)
Multi-objective two-stage stochastic unit commitment model for wind-integrated power systems: A compromise programming approach Article ISI INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2023)
Matern process-based simulation of wind speed time series Article ISI ENERGY CONVERSION AND MANAGEMENT (2022)
Reportability Tool Design: Assessing Grouping Schemes for Strategic Decision Making in Maintenance Planning from a Stochastic Perspective Viveros, Pablo; Pantoja, Nicolas Cardenas; Kristjanpoller, Fredy Article ISI APPLIED SCIENCES-BASEL (2022)
An optimization framework for opportunistic planning of preventive maintenance activities Article ISI RELIABILITY ENGINEERING & SYSTEM SAFETY (2021)
Criticality Analysis Based on Reliability and Failure Propagation Effect for a Complex Wastewater Treatment Plant Kristjanpoller, Fredy; Cardenas-Pantoja, Nicolas; Viveros, Pablo Article ISI APPLIED SCIENCES-BASEL (2021)
Opportunistic Strategy for Maintenance Interventions Planning: A Case Study in a Wastewater Treatment Plant Viveros, Pablo; Kristjanpoller, Fredy Article ISI APPLIED SCIENCES-BASEL (2021)
Slotting Optimization Model for a Warehouse with Divisible First-Level Accommodation Locations Viveros, Pablo; Kristjanpoller, Fredy; Robledo, Javier Article ISI APPLIED SCIENCES-BASEL (2021)
The impact of concentrated solar power in electric power systems: A Chilean case study Article ISI SCOPUS APPLIED ENERGY (2019)
A multi-objective optimization framework for risk-controlled integration of renewable generation into electric power systems Hennebel, Martin; Li, Yan-Fu Article ISI ENERGY (2016)
INFLUENCE OF THE INPUT LOAD ON THE RELIABILITY OF THE GRINDING LINE A CASE STUDY APPLIED TO THE MINING INDUSTRY Barbera, Luis; Viveros, Pablo Article ISI DYNA (2014)
Self-adaptable hierarchical clustering analysis and differential evolution for optimal integration of renewable distributed generation Article ISI APPLIED ENERGY (2014)
Availability-based simulation and optimization modeling framework for open-pit mine truck allocation under dynamic constraints Mena, R; Kristjanpoller, F. Article SCOPUS International Journal of Mining Science and Technology (2013)
Availability-based simulation and optimization modeling framework for open-pit mine truck allocation under dynamic constraints Mena, Rodrigo; Zio, Enrico; Kristjanpoller, Fredy; Arata, Adolfo Article INTERNATIONAL JOURNAL OF MINING SCIENCE AND TECHNOLOGY (2013)
Electrical Conductivity of SiC/Si Composites Obtained from Wood Preforms Bejar, MA; Mena R., Toro Article Zeitschrift fur Naturforschung - Section A Journal of Physical Sciences (2011)
Electrical Conductivity of SiC/Si Composites Obtained from Wood Preforms Bejar, MA; Mena, R Article ISI SCOPUS Zeitschrift fur Naturforschung - Section A Journal of Physical Sciences (2011)


A novel methodology for availability assessment of complex load sharing systems Kristjanpoller, F.; Viveros, P; Crespo, A; Mena, R; Stegmaier, R. ConferencePaper SCOPUS 26th International Congress on Large Dams, 2018 (2015)
Simulation and multi-objective optimization of an open-pit mine truck-shovel system by the cross-entropy method Mena, R; Viveros, P; Kristjanpoller, F.; Arata A. ConferencePaper SCOPUS 53rd Annual Transportation Research Forum, TRF 2012 (2012)


Center for Solar Energy Technology at Fraunhofer Chile Research CORFO (13CEI2-21803) Proyecto 2017-2017 Postdoctorado


A risk-based simulation and multi-objective optimization framework for the integration of distributed renewable generation and storage Review ISI RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2014)