Data-enabled Bayesian inference for strategic maintenance decisions in industrial operations Raúl Torres-Sainz, Leandro L. Lorente-Leyva, Yorley Arbella-Feliciano, Carlos Alberto Trinchet-Varela, Lidia María Pérez-Vallejo, Roberto Pérez-Rodríguez Data in Brief, 2024 Efficient management of industrial assets and equipment depends heavily on the selection of appropriate maintenance strategies. This research presents a dataset generated through Monte Carlo simulations to evaluate 12 key criteria relevant to maintenance strategy selection. The dataset covers a wide range of potential maintenance scenarios, providing comprehensive data for researchers to explore various strategies in industrial settings. The data were normalized and structured in a way that facilitates their use for further modeling or analysis. The dataset offers an opportunity for researchers to reproduce the data collection process, enabling comparisons with their own studies. By providing this dataset, we aim to support the development of new models for maintenance strategy selection and encourage further exploration of data-driven approaches in industrial maintenance. Additionally, the dataset can serve educational purposes, assisting in the teaching of decision-making in the context of maintenance operations.
The risk-based operational safety strategy for Perkin-Elmer/Cetus DNA Thermal Cycler PCR systems Julio Cesar Pino Tarragó, Leider Inocencio Saraiba Núñez, Maira Rosario Moreno Pino, Yorley Arbella Feliciano Salud Ciencia Y Tecnologia, 2024 Introduction: this article was conducted in the field of polymerase chain reaction (PCR) test safety, where it is essential to understand the contribution and impact of risk analysis methods to improve test safety medical diagnosis at the institutional level. In this context, the current study focuses on failure modes and effects analysis (FMEA) applied to the Perkin-Elmer/Cetus deoxyribonucleic acid (DNA) thermocycler.Objective: to describe the application of FMEA to improve the operational safety of Perkin-Elmer/Cetus DNA thermal cyclers used in medical diagnostics in ataxic patients. Methods: to carry out this study, a methodology based on an exhaustive review of the scientific literature available in academic databases and relevant sources was used. Previous studies on FMEA analysis of DNA thermocyclers in common and expanded forms were collected and analyzed.Results: the results obtained demonstrated that FMEA is an effective tool to identify and evaluate possible failure modes of Perkin-Elmer/Cetus DNA thermal cyclers. Several defects were identified and their consequences, causes and classification based on their severity and frequency were determined. Likewise, corrective actions are proposed to reduce the identified risks.Conclusions: early identification of possible failure modes and implementation of corrective actions can reduce risk and guarantee the quality of the diagnoses carried out and therefore improve operational safety
Condition Monitoring of Wind Turbines: A Case Study of the Gibara II Wind Farm Yorley Arbella-Feliciano, Carlos A. Trinchet-Varela, Leandro L. Lorente-Leyva, Diego H. Peluffo-Ordóñez Journal Europeen Des Systemes Automatises, 2023 The main objective of this study is to investigate the adaptation of wind turbines at the Gibara II Wind Farm in Cuba, which operates in a tropical climate that differs from the typical conditions in which these turbines are designed and manufactured in the northern hemisphere.The study utilizes condition monitoring techniques supported by Big Data acquired through a supervisory control and data acquisition (SCADA) system.By statistically processing normalized databases using multiple linear regression equations, the study establishes mathematical models that characterize the behavior of critical variables such as bearing, oil and winding temperatures, electrical generation, and specific climatic conditions unique to the wind farm under analysis.These models are essential for advancing condition-based maintenance (CBM) practices and developing preventive measures to mitigate functional failures.The significance of this research lies in the historical technical performance of the equipment under investigation, highlighting the importance of addressing the challenges posed by different environmental conditions.The study was conducted using the relevant regulatory technical documentation pertaining to the design of the wind turbines at the Gibara II Wind Farm.
Evaluation of working temperature in wind turbine bearings by simulation of lubricant level Yorley Arbella Feliciano, Carlos A. Trinchet Varela, Javier A. Vargas Guativas, Leandro L. Lorente-Leyva, Diego H. Peluffo-Ordóñez International Journal of Design and Nature and Ecodynamics, 2021 After studies related to the technical state and behavior of the temperatures manifested by the bearings of the generators that make up the Goldwind wind turbines models S50-750, installed in the Gibara II Wind Farm (PE). It was identified and validated as a tool that enables early diagnosis of anomalous bearing behaviors, SolidWorks (SW) computer-aided design and engineering software (CAD-CAE) and the Flow Simulation add-on. Since it allows studies based on the computational fluid dynamics (CFD), of the temperatures that are manifested in the lubricant during the different working regimes of the generator. The studies carried out evaluated the environmental conditions of exploitation in Cuba. It works on obtaining and predicting the values of the thermal state using the principles and methods for the calculation of heat transfer, the forecast statistics apply. The research supports its theories and postulates in a sample of 6 installed equipment, from China, for it had a historical database that collects temperature measurements in different working conditions which allowed to establish correlation between theoretical predictions and real behaviors.
Influences of the Temperature Variations in the Gondola of the Goldwing S50/750 Wind Turbines Yorley Arbella Feliciano, Carlos A. Trinchet, Javier A. Vargas, Leandro L. Lorente-Leyva International Journal on Advanced Science Engineering and Information Technology, 2020 The use of wind energy is a decisive factor for human development, associated with the environment and capacity of people exploiting this vital resource. The investigation is part of predicting the behavior of the temperatures inside the nacelle of the Goldwind wind turbines S50 / 750 models installed in the Gibara Wind Farm. It supports its theories and analysis of computer-aided design (CAD), by monitoring the working temperatures, which interact with the forced ventilation system in the studied devices. The values analyzed result from continuous measurements carried out by the SCADA systems (Supervisory Control and Data Acquisition) of the studied machines. Which allows the diagnosis and early visualization of unforeseen incipient failures that currently occur under operating conditions standardized by the manufacturer. When the wind reaches speeds that exceed 11.5 m/s, major aggregates such as the gearbox and the generator fail. The results obtained in the investigation will allow to correct the program in the PLC (Logical Control Program) for the start-up and stop of the cooling system of the wind turbines in order to generate an ideal thermal balance for the working condition activities in Cuba, inside the nacelle, reducing the frequent occurrence of critical temperature values in the maximum limit that put the wind turbines out of service and therefore providing the wind farm with a higher coefficient of technical availability.
Thermal Behavior Analysis in Wind Turbines Using Statistical Methods and Artificial Intelligence Techniques LL Lorente-Leyva, Y Arbella-Feliciano, R Pérez-Rodríguez, ... International Conference on Applied Informatics, 65-81 , 2025 2025
Applied Informatics: 8th International Conference, ICAI 2025, Ben Guerir, Morocco, October 8–11, 2025, Proceedings H Florez, D Peluffo-Ordoñez Springer Nature , 2025 2025
Data-enabled Bayesian inference for strategic maintenance decisions in industrial operations R Torres-Sainz, LL Lorente-Leyva, Y Arbella-Feliciano, ... Data in Brief 57, 111058 , 2024 2024 Citations: 4
Application of Nanotechnology in the Obtaining and Characterization of Aluminum Briquettes ER Morales, EEN Medina, YA Feliciano, RP Rodríguez, JRH Pérez Workshop in R&D+ i & International Workshop on STEM of EPS, 84-96 , 2024 2024
Quenching of the AISI D2 Steel with Air Centrifugation Cooling: Microstructure, Hardness, and Wear Resistance Analysis GI Gurri Villafruela, AG Domínguez, YA Feliciano, RP Rodríguez, ... Workshop in R&D+ i & International Workshop on STEM of EPS, 376-386 , 2024 2024
Specific Energy Consumption During the Melting of Recycled Aluminum Briquettes as a Function of Geometry and Its Distribution in the Furnace ER Morales, EEN medina, YA Feliciano, RP Rodríguez, JRH Pérez Workshop in R&D+ i & International Workshop on STEM of EPS, 410-421 , 2024 2024
The risk-based operational safety strategy for Perkin-Elmer/Cetus DNA Thermal Cycler PCR systems JCP Tarragó, LIS Núñez, MRM Pino, YA Feliciano Salud, Ciencia y Tecnología 4, 789-789 , 2024 2024
La estrategia de seguridad operacional de los sistemas de PCR Termociclador de ADN Perkin-Elmer/Cetus basada en el riesgo JCP Tarragó, LIS Núñez, MRM Pino, YA Feliciano Salud, Ciencia y Tecnología, 1 , 2024 2024
ANÁLISIS ENERGÉTICO DEL PROCESO DE FUNDICIÓN DE ALUMINIO EN CRISOL ER Morales, EEN Medina, YA Feliciano 11na. Conferencia Científica de la Universidad de Holguín , 2023 2023
ESTADO DEL ARTE DE LAS HERRAMIENTAS CAE PARA LA GESTIÓN DE SUBSIDENCIAS MEDIANTE INSAR RA Fernández, LEA González, CAT Varela, YA Feliciano, RP Rodríguez 11na. Conferencia Científica de la Universidad de Holguín , 2023 2023
LA GESTIÓN DEL MANTENIMIENTO ASISTIDA POR ORDENADORES CON CÓDIGOS INTELIGENTES LIS Nuñez, YA Feliciano, MM Pino 11na. Conferencia Científica de la Universidad de Holguín , 2023 2023
Condition Monitoring of Wind Turbines: A Case Study of the Gibara II Wind Farm. Y Arbella-Feliciano, CA Trinchet-Varela, LL Lorente-Leyva, ... Journal Européen des Systèmes Automatisés 56 (2) , 2023 2023 Citations: 5
Mejoras a la disponibilidad técnica en parques eólicos CAT Varela, YA Feliciano, LB Díaz RILCO DS: Revista de Desarrollo sustentable, Negocios, Emprendimiento y … , 2023 2023
La gestión del mantenimiento acorde a la criticidad de los activos LI Saraiba-Núñez, Y Arbella-Feliciano, MR Moreno-Pino, R Torres-Sainz Ciencias Holguín 29 (2) , 2023 2023 Citations: 3
Empresa de interfaz como estructura dinamizadora de la ciencia, tecnología e innovación en la Universidad de Holguín. LR Herrera, YA Feliciano, LAA García, YF Osorio, RJS Pérez 10ma Conferencia Científica Internacional de la Universidad de Holguín , 2021 2021
Análisis estadístico sobre las competencias laborales. Aplicación del Software for Social Network Analysis (UCINET) y Statistics Program for Social Sciences (SPSS). Statistical … LS Pérez, AF Nieves, B González, Y Arbella, JH Álvarez 2021
Evaluation of working temperature in wind turbine bearings by simulation of lubricant level YA Feliciano, CAT Varela, JAV Guativas, LL Lorente-Leyva, ... International Journal of Design & Nature and Ecodynamics 16 (1), 99-104 , 2021 2021 Citations: 9
Monitoreo de condición en las turbinas de viento del parque eólico gibara II aplicando métodos de la industria 4.0 CAT Varela, YA Feliciano, C Mora RILCO: Revista de Investigación Latinoamericana en Competitividad … , 2021 2021 Citations: 4
Monitoreo De Condiciã “N En Las Turbinas De Viento Del Parque Eã “Lico Gibara Ii Aplicando M㉠Todos De La Industria 4.0 MCYA Feliciano, CCAT Varela, MCCM Batista Revista de Investigación Latinoamericana en Competitividad Organizacional RILCO , 2021 2021
MOST CITED SCHOLAR PUBLICATIONS
Evaluation of working temperature in wind turbine bearings by simulation of lubricant level YA Feliciano, CAT Varela, JAV Guativas, LL Lorente-Leyva, ... International Journal of Design & Nature and Ecodynamics 16 (1), 99-104 , 2021 2021 Citations: 9
Condition Monitoring of Wind Turbines: A Case Study of the Gibara II Wind Farm. Y Arbella-Feliciano, CA Trinchet-Varela, LL Lorente-Leyva, ... Journal Européen des Systèmes Automatisés 56 (2) , 2023 2023 Citations: 5
Influences of the temperature variations in the Gondola of the Goldwing S50/750 wind turbines YA Feliciano, CA Trinchet, JA Vargas, LL Lorente-Leyva Int. J. Adv. Sci. Eng. Inform. Technol 10 (6), 2634-2639 , 2020 2020 Citations: 5
Data-enabled Bayesian inference for strategic maintenance decisions in industrial operations R Torres-Sainz, LL Lorente-Leyva, Y Arbella-Feliciano, ... Data in Brief 57, 111058 , 2024 2024 Citations: 4
Monitoreo de condición en las turbinas de viento del parque eólico gibara II aplicando métodos de la industria 4.0 CAT Varela, YA Feliciano, C Mora RILCO: Revista de Investigación Latinoamericana en Competitividad … , 2021 2021 Citations: 4
Analysis of the thermal behavior in the Goldwind S50/750 Wind Turbines installed in the Wind Farm Gibara II using CAD-CAE Tools YA Feliciano, CA Trinchet, E Meléndez, LL Lorente-Leyva, ... International Journal of Mechanical and Production Engineering Research and … , 2020 2020 Citations: 4
La gestión del mantenimiento acorde a la criticidad de los activos LI Saraiba-Núñez, Y Arbella-Feliciano, MR Moreno-Pino, R Torres-Sainz Ciencias Holguín 29 (2) , 2023 2023 Citations: 3
Thermal Behavior Analysis in Wind Turbines Using Statistical Methods and Artificial Intelligence Techniques LL Lorente-Leyva, Y Arbella-Feliciano, R Pérez-Rodríguez, ... International Conference on Applied Informatics, 65-81 , 2025 2025
Applied Informatics: 8th International Conference, ICAI 2025, Ben Guerir, Morocco, October 8–11, 2025, Proceedings H Florez, D Peluffo-Ordoñez Springer Nature , 2025 2025
Application of Nanotechnology in the Obtaining and Characterization of Aluminum Briquettes ER Morales, EEN Medina, YA Feliciano, RP Rodríguez, JRH Pérez Workshop in R&D+ i & International Workshop on STEM of EPS, 84-96 , 2024 2024
Quenching of the AISI D2 Steel with Air Centrifugation Cooling: Microstructure, Hardness, and Wear Resistance Analysis GI Gurri Villafruela, AG Domínguez, YA Feliciano, RP Rodríguez, ... Workshop in R&D+ i & International Workshop on STEM of EPS, 376-386 , 2024 2024
Specific Energy Consumption During the Melting of Recycled Aluminum Briquettes as a Function of Geometry and Its Distribution in the Furnace ER Morales, EEN medina, YA Feliciano, RP Rodríguez, JRH Pérez Workshop in R&D+ i & International Workshop on STEM of EPS, 410-421 , 2024 2024
The risk-based operational safety strategy for Perkin-Elmer/Cetus DNA Thermal Cycler PCR systems JCP Tarragó, LIS Núñez, MRM Pino, YA Feliciano Salud, Ciencia y Tecnología 4, 789-789 , 2024 2024
La estrategia de seguridad operacional de los sistemas de PCR Termociclador de ADN Perkin-Elmer/Cetus basada en el riesgo JCP Tarragó, LIS Núñez, MRM Pino, YA Feliciano Salud, Ciencia y Tecnología, 1 , 2024 2024
ANÁLISIS ENERGÉTICO DEL PROCESO DE FUNDICIÓN DE ALUMINIO EN CRISOL ER Morales, EEN Medina, YA Feliciano 11na. Conferencia Científica de la Universidad de Holguín , 2023 2023
ESTADO DEL ARTE DE LAS HERRAMIENTAS CAE PARA LA GESTIÓN DE SUBSIDENCIAS MEDIANTE INSAR RA Fernández, LEA González, CAT Varela, YA Feliciano, RP Rodríguez 11na. Conferencia Científica de la Universidad de Holguín , 2023 2023
LA GESTIÓN DEL MANTENIMIENTO ASISTIDA POR ORDENADORES CON CÓDIGOS INTELIGENTES LIS Nuñez, YA Feliciano, MM Pino 11na. Conferencia Científica de la Universidad de Holguín , 2023 2023
Mejoras a la disponibilidad técnica en parques eólicos CAT Varela, YA Feliciano, LB Díaz RILCO DS: Revista de Desarrollo sustentable, Negocios, Emprendimiento y … , 2023 2023
Empresa de interfaz como estructura dinamizadora de la ciencia, tecnología e innovación en la Universidad de Holguín. LR Herrera, YA Feliciano, LAA García, YF Osorio, RJS Pérez 10ma Conferencia Científica Internacional de la Universidad de Holguín , 2021 2021
