selected publications
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academic article
- Competency Based Education ¿ Current Global Practices 2017
- Virtual Teams in Engineering ¿ Global Practices 2017
- Current Trends in Competency Based Education 2016
- VC Intelligent Transport System and Data Science 2016
- Fault Estimation Methods for Semi-Active Suspension Systems 2015
- Actuator Fault Diagnosis in a Heat Exchanger based on Classiers - A Comparative Study 2015
- Playing with a QoV model - A Competency-based Learning Approach 2015
- INOVE: A testbench for the Analysis and Control of Automotive Vertical Dynamics 2014
- Sistemas de Control Tolerante a Fallas en Redes de Distribución de Energía 2014
- Sistemas de Control Tolerante a Fallas en Suspensiones Automotrices 2014
- On/Off Controllers Design: Experimental Results for Automotive Suspension Systems 2014
- Magneto-Rheological Dampers ¿¿ ANN-based Modeling and Effect in Automotive Semi-Active Suspensions 2014
- Comparison of Semi-Active Suspension Controllers 2014
- Influence of MR Damper Modeling on Vehicle Dynamics 2013
- Fault Tolerant Strategy for Semi-Active Suspensions with LPV Accommodation 2013
- Robust Fault Tolerant Control of a Semi-Active Suspension System 2013
- Fault Detection in Automotive SemiActive Suspension: Experimental Results 2013
- Special Section: 8th Safeprocess 2012 - Symposium On Fault Detection, Supervision And Safety For Technical Processes 2013
- Global Chassis Control: State-of-the-Art 2013
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academic article in scopus
- Service robots: Trends and technology. Applied Sciences (Switzerland). 11. 2021
- Process monitoring for quality ¿ A multiple classifier system for highly unbalanced data. Heliyon. 7. 2021
- Biometric applications in education. International Journal on Interactive Design and Manufacturing. 15:365-380. 2021
- Application of Deep Learning on Student Engagement in e-learning environments. Computers and Electrical Engineering. 93. 2021
- Eeg-based tool for prediction of university students¿ cognitive performance in the classroom. Brain Sciences. 11. 2021
- Damping Variation Effects in Vehicle Semi-active MR Suspensions: A Stress Concentration Analysis. Frontiers in Materials. 8. 2021
- GBUO: ¿The good, the bad, and the ugly¿ optimizer. Applied Sciences (Switzerland). 11:1-16. 2021
- A General Modeling Approach for Shock Absorbers: 2 DoF MR Damper Case Study. Frontiers in Materials. 7. 2021
- Binary spring search algorithm for solving various optimization problems. Applied Sciences (Switzerland). 11:1-17. 2021
- Adaptive iterative correlation tuning for closed loop system with two parametrised controllers*. International Journal of Systems Science. 52:1835-1849. 2021
- Correction to: Quality 4.0: a review of big data challenges in manufacturing (Journal of Intelligent Manufacturing, (2021), 10.1007/s10845-021-01765-4). Journal of Intelligent Manufacturing. 32:2375. 2021
- Introducing Dynamic Programming and Persistently Exciting into Data-Driven Model Predictive Control. Mathematical Problems in Engineering. 2021. 2021
- Iterative Data-Driven Control for Closed Loop with Two Unknown Controllers. Mathematical Problems in Engineering. 2021. 2021
- Process intensification 4.0: A new approach for attaining new, sustainable and circular processes enabled by machine learning. Chemical Engineering and Processing. 2021
- Quality 4.0 ¿ Green, Black and Master Black Belt curricula. Procedia Manufacturing. 53:748-759. 2021
- Quality 4.0: a review of big data challenges in manufacturing. Journal of Intelligent Manufacturing. 32:2319-2334. 2021
- Comparison of different feeding techniques for a patch antenna at an X frequency band to evaluate its quantitative impact on the antenna¿s parameters. Journal of Applied Research and Technology. 18:341-361. 2020
- A review of epileptic seizure detection using machine learning classifiers. Brain Informatics. 7. 2020
- Competencies for Industry 4.0. International Journal on Interactive Design and Manufacturing. 14:1511-1524. 2020
- Interactive urban route evaluation system for smart electromobility. International Journal on Interactive Design and Manufacturing. 14:1271-1283. 2020
- Machine learning based novel cost-sensitive seizure detection classifier for imbalanced EEG data sets. International Journal on Interactive Design and Manufacturing. 14:1491-1509. 2020
- Mostla for engineering education: Part 1 initial results. International Journal on Interactive Design and Manufacturing. 14:1429-1441. 2020
- Mostla for engineering education: part 2 emerging technologies. International Journal on Interactive Design and Manufacturing. 14:1461-1473. 2020
- Smart Electromobility: Interactive ecosystem of research, innovation, engineering, and entrepreneurship. International Journal on Interactive Design and Manufacturing. 14:1443-1459. 2020
- A deep learning and grad-CAM based color visualization approach for fast detection of COVID-19 cases using chest X-ray and CT-Scan images. Chaos Solitons and Fractals. 140. 2020
- A spring search algorithm applied to engineering optimization problems. Applied Sciences (Switzerland). 10. 2020
- Application of deep learning for fast detection of COVID-19 in X-Rays using nCOVnet. Chaos Solitons and Fractals. 138. 2020
- AquaVision: Automating the detection of waste in water bodies using deep transfer learning 2020
- Educational experiences with Generation Z. International Journal on Interactive Design and Manufacturing. 14:847-859. 2020
- Energy commitment for a power system supplied by multiple energy carriers system using following optimization algorithm. Applied Sciences (Switzerland). 10. 2020
- Engineering education for smart 4.0 technology: a review. International Journal on Interactive Design and Manufacturing. 14:789-803. 2020
- Incorporating the sustainable development goals in engineering education. International Journal on Interactive Design and Manufacturing. 14:739-745. 2020
- The effectiveness of computer-based simulations for numerical methods in engineering. International Journal on Interactive Design and Manufacturing. 14:833-846. 2020
- Control of automotive semi-active MR suspensions for in-wheel electric vehicles. Applied Sciences (Switzerland). 10. 2020
- Process intensification education contributes to sustainable development goals. Part 1. Education for Chemical Engineers. 32:1-14. 2020
- Process intensification education contributes to sustainable development goals. Part 2. Education for Chemical Engineers. 32:15-24. 2020
- ANN based MRAC-PID controller implementation for a furuta pendulum system stabilization. Advances in Science, Technology and Engineering Systems. 5:324-333. 2020
- Novel design methodology for DC-DC converters applying metaheuristic optimization for inductance selection. Applied Sciences (Switzerland). 10. 2020
- Technologies for the future of learning: state of the art. International Journal on Interactive Design and Manufacturing. 14:683-695. 2020
- Correlation between temperature and COVID-19 (suspected, confirmed and death) cases based on machine learning analysis. Journal of Pure and Applied Microbiology. 14:1017-1024. 2020
- Process-Monitoring-for-Quality-A Step Forward in the Zero Defects Vision. SAE Technical Papers. 2020-April. 2020
- Advanced Learning Assistant System (ALAS) for engineering education. IEEE Global Engineering Education Conference, EDUCON. 2020-April:1858-1861. 2020
- Design of interactive learning cyber-physical tools for mechanical design engineering courses. IEEE Global Engineering Education Conference, EDUCON. 2020-April:1044-1048. 2020
- Self-Balancing Robot Control Optimization Using PSO 2020
- Application of receiver operating characteristics (ROC) on the prediction of obesity. Brazilian Archives of Biology and Technology. 63. 2020
- Chatter mitigation in milling process using discrete time sliding mode control with type 2-fuzzy logic system. Applied Sciences (Switzerland). 9. 2019
- Process-monitoring-for-quality¿A robust model selection criterion for the logistic regression algorithm. Manufacturing Letters. 22:6-10. 2019
- Process-monitoring-for-quality - A model selection criterion for shallow neural networks. Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM. 11. 2019
- Signal Processing and Deep Learning Techniques for Power Quality Events Monitoring and Classification. Electric Power Components and Systems. 47:1332-1348. 2019
- Magneto-rheological dampers - Model influence on the semi-active suspension performance. Smart Materials and Structures. 28. 2019
- Active learning in engineering education. A review of fundamentals, best practices and experiences. International Journal on Interactive Design and Manufacturing. 13:909-922. 2019
- Virtual reality laboratories: a review of experiences. International Journal on Interactive Design and Manufacturing. 13:947-966. 2019
- Technological innovations and practices in engineering education: a review. International Journal on Interactive Design and Manufacturing. 13:713-728. 2019
- Comparison between Classic Control Systems Techniques against Adaptive and Nonlinear Control Techniques in a Lower Limb Prostheses 2019
- Design, Implementation and Nonlinear Control Analysis of a Furuta Pendulum System 2019
- Knowledge generation in higher education institutions. IEEE Global Engineering Education Conference, EDUCON. April-2019:628-633. 2019
- Research path that improves student engagement. IEEE Global Engineering Education Conference, EDUCON. April-2019:142-151. 2019
- Transdisciplinary learning community: A model to enhance collaboration between higher education institutions and society. IEEE Global Engineering Education Conference, EDUCON. April-2019:622-627. 2019
- A smart sensor for the measurements of strain and vibrations: A work in progress. Proceedings of SPIE - The International Society for Optical Engineering. 10967. 2019
- Bearing Fault Diagnosis Based on Optimal Time-Frequency Representation Method. IFAC-PapersOnLine. 52:194-199. 2019
- Digital twin model proposal for an automotive chassis 2019
- Intelligent fault diagnosis for rotating machines using deep learning. Smart and Sustainable Manufacturing Systems. 3:27-40. 2019
- New Approach based on Autoencoders to Monitor the Tool Wear Condition in HSM. IFAC-PapersOnLine. 52:206-211. 2019
- Process-monitoring-for-quality - A model selection criterion for l1-regularized logistic regression. Procedia Manufacturing. 34:832-839. 2019
- Process-monitoring-for-quality - A model selection criterion for support vector machine. Procedia Manufacturing. 34:1010-1017. 2019
- Smart elastomers for the sensing of force and vibration: A proof of concept 2019
- Virtual/Remote Labs for Automation Teaching: A Cost Effective Approach. IFAC-PapersOnLine. 52:306-311. 2019
- Engineering Education 4.0:-proposal for a new Curricula. IEEE Global Engineering Education Conference, EDUCON. 2018-April:1273-1282. 2018
- Process-Monitoring-for-Quality¿Applications. Manufacturing Letters. 16:14-17. 2018
- The cross-coupling of lateral-longitudinal vehicle dynamics: Towards decentralized Fault-Tolerant Control Schemes. Mechatronics. 50:377-393. 2018
- Full vehicle combinatory efficient damping controller: Experimental implementation. IEEE/ASME Transactions on Mechatronics. 23:377-388. 2018
- Machine learning techniques for quality control in high conformance manufacturing environment. Advances in Mechanical Engineering. 10. 2018
- Social collaboration software for virtual teams: case studies. International Journal on Interactive Design and Manufacturing. 12:15-24. 2018
- Active Control of Chatter in Milling Process Using Intelligent PD/PID Control. IEEE Access. 6:72698-72713. 2018
- Fault Detection in Spindles using Wavelets - State of the Art ¿. IFAC-PapersOnLine. 51:450-455. 2018
- H¿ Observer for Damper Force in a Semi-Active Suspension. IFAC-PapersOnLine. 51:764-769. 2018
- Parameter-Dependent H¿ Filter for LPV Semi-Active Suspension Systems. IFAC-PapersOnLine. 51:19-24. 2018
- Process-Monitoring-for-Quality - Big Models. Procedia Manufacturing. 26:1167-1179. 2018
- Process-monitoring-for-quality ¿ A model selection criterion. Manufacturing Letters. 15:55-58. 2018
- Towards an Automatic System to Spindle Faults Detection ¿. IFAC-PapersOnLine. 51:1425-1430. 2018
- Connectivity of a modular electric vehicle by the use of a mobile device. Advances in Mechanical Engineering. 9. 2017
- Decentralized Controllers for the Steering and Velocity in Vehicles. IFAC-PapersOnLine. 50:3708-3713. 2017
- Virtual teams in engineering - Global practices 2017
- Real time acquisition and processing of massive electro-encephalographic signals for modeling by nonlinear statistics. International Journal on Interactive Design and Manufacturing. 11:427-433. 2017
- Tire Force Estimation using a Proportional Integral Observer. Journal of Physics: Conference Series. 783. 2017
- Fault diagnosis for an automotive suspension using particle filters 2017
- Teaching semi-active suspension control using an experimental platform. Proceedings of the American Control Conference. 2016-July:7334-7339. 2016
- Modeling, diagnosis and estimation of actuator faults in vehicle suspensions. Control Engineering Practice. 49:173-186. 2016
- Fault estimation methods for semi-active suspension systems 2016
- Chassis Design for AWD Electrified Pick Up Truck. SAE Technical Papers. 2016
- Experimental Platform for Teaching Control of Automotive Suspension. IFAC-PapersOnLine. 49:372-377. 2016
- Fault Tolerant Control in a Semi-Active Automotive Suspension Control Tolerante a Fallas en una Suspensión Automotriz Semi-Activa. RIAI - Revista Iberoamericana de Automatica e Informatica Industrial. 13:56-66. 2016
- Fault detection for automotive shock absorber. Journal of Physics: Conference Series. 659. 2015
- Adaptive Road Profile Estimation in Semiactive Car Suspensions. IEEE Transactions on Control Systems Technology. 23:2293-2305. 2015
- Actuator fault diagnosis in a heat exchanger based on classifiers - A comparative study. IFAC-PapersOnLine. 28:1210-1215. 2015
- Adaptive vibration control system for MR damper faults. Shock and Vibration. 2015. 2015
- Development of an android OS based controller of a double motor propulsion system for connected electric vehicles and communication delays analysis. Mathematical Problems in Engineering. 2015. 2015
- Evaluation of on-off semi-active vehicle suspension systems by using the hardware-in-the-loop approach and the software-in-the-loop approach. Proceedings of the Institution of Mechanical Engineers Part D: Journal of Automobile Engineering. 229:52-69. 2015
- Force control system for an automotive semi-active suspension. IFAC-PapersOnLine. 48:55-60. 2015
- Global chassis control system using suspension, steering, and braking subsystems. Mathematical Problems in Engineering. 2015. 2015
- Method for modeling electrorheological dampers using its dynamic characteristics. Mathematical Problems in Engineering. 2015. 2015
- Modeling of Dampers guided by their Characteristic Diagrams Modelado de Amortiguadores guiado por sus Diagramas Característicos. RIAI - Revista Iberoamericana de Automatica e Informatica Industrial. 12:282-291. 2015
- Plug and play with a QoV model: A research based learning approach 2015
- Semi-active suspension control with LPV mass adaptation. IFAC-PapersOnLine. 48:67-72. 2015
- IMC-based control system on a MR damper 2014
- Online prediction of surface roughness in peripheral milling processes 2014
- Analysis of on/off controllers of a semi-active suspension in a CAN. IFAC Proceedings Volumes (IFAC-PapersOnline). 19:10902-10907. 2014
- Comparison of heuristic controllers for an automotive semi-active suspension. IFAC Proceedings Volumes (IFAC-PapersOnline). 19:6307-6312. 2014
- Experimental ANN-based modeling of an adjustable damper 2014
- Fault-tolerant control of a master generation unit in an islanded microgrid. IFAC Proceedings Volumes (IFAC-PapersOnline). 19:5327-5332. 2014
- Inove: A testbench for the analysis and control of automotive vertical dynamics 2014
- Modeling method for electro-rheological dampers. IFAC Proceedings Volumes (IFAC-PapersOnline). 19:5005-5010. 2014
- Online road profile estimation in automotive vehicles 2014
- State observers for semi-active suspensions: Experimental results 2014
- State-observers for semi-active suspension control applications with low sensitivity to unknown road surfaces. SAE Technical Papers. 1. 2014
- Applicative Fault Tolerant Control for semi-active suspension system: Preliminary results 2013
- Fault detection for automotive semi-active dampers. Conference on Control and Fault-Tolerant Systems, SysTol. 625-630. 2013
- Fault tolerant strategy for semi-active suspensions with LPV accommodation?. Conference on Control and Fault-Tolerant Systems, SysTol. 631-636. 2013
- Suspension control strategy for a fully electrified vehicle 2013
- Road adaptive semi-active suspension in an automotive vehicle using an LPV controller 1. IFAC Proceedings Volumes (IFAC-PapersOnline). 7:231-236. 2013
- Fault tolerant control with additive compensation for faults in an automotive damper? 2013
- Adaptive semi-active suspension design using gain-scheduling. IFAC Proceedings Volumes (IFAC-PapersOnline). 845-850. 2013
- Fault diagnosis of electrical power systems using soft computing. IFAC Proceedings Volumes (IFAC-PapersOnline). 863-868. 2013
- Fault detection in automotive semi-active suspension: Experimental results. SAE Technical Papers. 2. 2013
- 8th SAFEPROCESS 2012: Special section. Annual Reviews in Control. 37:117-118. 2013
- Comparison between a model-free and model-based controller of an automotive semi-active suspension system. IFAC Proceedings Volumes (IFAC-PapersOnline). 46:869-874. 2013
- Design of an adaptive predictive control strategy for a MIMO process. IFAC Proceedings Volumes (IFAC-PapersOnline). 46:851-856. 2013
- Fault tolerant control for a second order LPV system using adaptive control methods. IFAC Proceedings Volumes (IFAC-PapersOnline). 46:857-862. 2013
- Review on global chassis control. IFAC Proceedings Volumes (IFAC-PapersOnline). 46:875-880. 2013
- Comparison of on-off control strategies for a semi-active automotive suspension using HiL. IEEE Latin America Transactions. 10:2045-2052. 2012
- MR damper identification using ANN based on 1-sensor a tool for semiactive suspension control compliance 2012
- Model-free controller for a pick-up semi-active suspension system 2012
- A fault detection method for an automotive magneto-rheological damper. IFAC Proceedings Volumes (IFAC-PapersOnline). 8:1209-1214. 2012
- Fault Tolerant Control in a semi-active suspension. IFAC Proceedings Volumes (IFAC-PapersOnline). 8:1173-1178. 2012
- Robust MRAC-based fault tolerant control for additive and multiplicative faults in nonlinear systems. IFAC Proceedings Volumes (IFAC-PapersOnline). 8:540-545. 2012
- Fault detection for an automotive MR damper. IFAC Proceedings Volumes (IFAC-PapersOnline). 14:1023-1028. 2012
- Control of an automotive semi-active suspension. Mathematical Problems in Engineering. 2012. 2012
- An experimental artificial-neural-network-based modeling of magneto-rheological fluid dampers. Smart Materials and Structures. 21. 2012
- Magnetorheological damper - An experimental study. Journal of Intelligent Material Systems and Structures. 23:1213-1232. 2012
- Efficiency of On-Off Semiactive Suspensions in a Pick-up Truck. SAE International Journal of Commercial Vehicles. 5:333-342. 2012
- Developing research skills in undergraduate students through an internship program in research and innovation. International Journal of Engineering Education. 28:48-56. 2012
- Efficiency of on-off semiactive suspensions in a pick-up truck. SAE Technical Papers. 333-342. 2012
- Hardware-in-The-loop testing of on-off controllers in semi-Active suspension systems 2012
- A research-based learning approach for undergraduate students: The internship program in research and innovation model 2011
- Fuzzy-based electric current dependency on an MR damper model 2011
- LPV-based MR damper modelling 2011
- Artificial Neural Networks, adaptive and classical control for FTC of Linear Parameters Varying systems. IFAC Proceedings Volumes (IFAC-PapersOnline). 44:13540-13545. 2011
- Control strategies for an automotive suspension with a MR damper. IFAC Proceedings Volumes (IFAC-PapersOnline). 44:1820-1825. 2011
- A LPV quarter of car with semi-active suspension model including dynamic input saturation. IFAC Proceedings Volumes (IFAC-PapersOnline). 68-75. 2010
- Comparison of MR damper models 2010
- A semi-active control-oriented damper model for an automotive suspension. IFAC Proceedings Volumes (IFAC-PapersOnline). 43:336-341. 2010
- Cost-effective supervisory control system in peripheral milling using HSM. Annual Reviews in Control. 34:155-162. 2010
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book
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chapter in scopus
- Process-monitoring-for-quality¿ A model selection criterion for genetic programming. Lecture Notes in Computer Science. 151-164. 2019
- Machine learning and pattern recognition techniques for information extraction to improve production control and design decisions. Lecture Notes in Computer Science. 286-300. 2017
- Nonparametric modeling of an automotive damper based on ANN: Effect in the control of a semi-active suspension. Studies in Computational Intelligence. 295-309. 2014
- Fault Diagnosis based on DPCA and CA. Computer Aided Chemical Engineering. 280-284. 2012
- Comparison of artificial neural networks and dynamic principal component analysis for fault diagnosis. Lecture Notes in Computer Science. 10-18. 2011
- Fault diagnosis in power networks with hybrid Bayesian networks and wavelets. Lecture Notes in Computer Science. 29-38. 2011
- Fault diagnosis in a heat exchanger using process history based-methods. Computer Aided Chemical Engineering. 169-174. 2010
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patent