Alessandro Beghi
Orcid: 0000-0003-2252-2179
According to our database1,
Alessandro Beghi
authored at least 103 papers
between 1994 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
A Learning-Based Nonlinear Model Predictive Controller for a Real Go-Kart Based on Black-Box Dynamics Modeling Through Gaussian Processes.
IEEE Trans. Control. Syst. Technol., September, 2023
A Nonlinear Model-Predictive Contouring Controller for Shared Control Driving Assistance in High-Performance Scenarios.
IEEE Trans. Syst. Man Cybern. Syst., 2023
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring.
Eng. Appl. Artif. Intell., 2023
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper.
Proceedings of the Forum on Specification & Design Languages, 2023
2022
IEEE Trans. Control. Syst. Technol., 2022
FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment.
IEEE Trans Autom. Sci. Eng., 2022
A Deep Convolutional Autoencoder-Based Approach for Anomaly Detection With Industrial, Non-Images, 2-Dimensional Data: A Semiconductor Manufacturing Case Study.
IEEE Trans Autom. Sci. Eng., 2022
A Revised Isolation Forest procedure for Anomaly Detection with High Number of Data Points.
Proceedings of the 23rd IEEE Latin American Test Symposium, 2022
SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing.
Proceedings of the 23rd IEEE Latin American Test Symposium, 2022
Data-driven Tuning of a NMPC Controller for a Virtual Motorcycle through Genetic Algorithm.
Proceedings of the IEEE Conference on Control Technology and Applications, 2022
Proceedings of the IEEE Conference on Control Technology and Applications, 2022
Real-time Efficient Operation of a Micro-scale Organic Rankine Cycle Unit via Extremum Seeking Control.
Proceedings of the IEEE Conference on Control Technology and Applications, 2022
Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis.
Proceedings of the IEEE Conference on Control Technology and Applications, 2022
2021
IEEE Trans. Control. Syst. Technol., 2021
IEEE Robotics Autom. Lett., 2021
Velocity Aided, Correlated Noise Extended Kalman Filtering for Attitude Estimation: a Motorcycle Case Study.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021
2020
Interpretable Anomaly Detection for Knowledge Discovery in Semiconductor Manufacturing.
Proceedings of the Winter Simulation Conference, 2020
Design and implementation of a high-performance, nonlinear MPC-based virtual motorcycle rider.
Proceedings of the 18th European Control Conference, 2020
2019
An Adaptive Partial Sensitivity Updating Scheme for Fast Nonlinear Model Predictive Control.
IEEE Trans. Autom. Control., 2019
An Efficient Move Blocking Strategy for Multiple Shooting based Nonlinear Model Predictive Control.
CoRR, 2019
Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
A Deep Learning-based Approach to Anomaly Detection with 2-Dimensional Data in Manufacturing.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Lumped-parameters Control-oriented Gray-box Modelling of Liquid Immersion Cooling Systems.
Proceedings of the 17th European Control Conference, 2019
Extremum Seeking-based Optimal Setting of the Air Temperature in Industrial Textile Dryers.
Proceedings of the 17th European Control Conference, 2019
Proceedings of the 17th European Control Conference, 2019
A Nonlinear Model Predictive Control based Virtual Driver for high performance driving.
Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019
Efficient Operation of Indirect Evaporative Data Center Cooling Systems via Newton-Like Extremum-Seeking Control.
Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019
2018
A Motion Cueing Algorithm With Look-Ahead and Driver Characterization: Application to Vertical Car Dynamics.
IEEE Trans. Hum. Mach. Syst., 2018
Designing and teaching of an effective engineering continuing education course: Modeling and simulation of HVAC systems.
Comput. Appl. Eng. Educ., 2018
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018
Proceedings of the 16th European Control Conference, 2018
Local Principal Component Analysis for Fault Detection in Air-Condensed Water Chillers.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Proceedings of the IEEE Conference on Control Technology and Applications, 2018
Proceedings of the IEEE Conference on Control Technology and Applications, 2018
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018
A nonlinear MPC based motion cueing strategy for a high performance driving simulator with active seat.
Proceedings of the IEEE 15th International Workshop on Advanced Motion Control, 2018
2017
A Nonlinear, MPC-Based Motion Cueing Algorithm for a High-Performance, Nine-DOF Dynamic Simulator Platform.
IEEE Trans. Control. Syst. Technol., 2017
Comput. Appl. Eng. Educ., 2017
Deep learning for virtual metrology: Modeling with optical emission spectroscopy data.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
An inexact sensitivity updating scheme for fast nonlinear model predictive control based on a curvature-like measure of nonlinearity.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the IEEE Conference on Control Technology and Applications, 2017
Proceedings of the 2017 American Control Conference, 2017
A fast Nonlinear Model Predictive Control strategy for real-time motion control of mechanical systems.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2017
2016
Computing Laser Beam Paths in Optical Cavities: An Approach Based on Geometric Newton Method.
J. Optim. Theory Appl., 2016
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
Study of a real-time, MPC based motion cueing procedure with time-varying prediction for different classes of drivers.
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the 2016 IEEE Conference on Control Applications, 2016
2015
IEEE Trans. Ind. Informatics, 2015
Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach.
Comput. Oper. Res., 2015
Proceedings of the 2015 IEEE Conference on Control Applications, 2015
2014
Efficient algorithms for the reconstruction and prediction of atmospheric turbulence in AO systems.
Proceedings of the 13th European Control Conference, 2014
Enhancing the Simulation-Centric Design of Cyber-Physical and Multi-physics Systems through Co-simulation.
Proceedings of the 17th Euromicro Conference on Digital System Design, 2014
A non-linear MPC based Motion Cueing implementation for a 9 DOFs dynamic simulator platform.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 2014 IEEE Conference on Control Applications, 2014
2013
IEEE Trans. Control. Syst. Technol., 2013
A Real-Time Implementation of an MPC-Based Motion Cueing Strategy with Time-Varying Prediction.
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013
Proceedings of the 12th European Control Conference, 2013
Prediction of integral type failures in semiconductor manufacturing through classification methods.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
Proceedings of the IEEE International Conference on Control Applications, 2013
2012
IEEE Trans. Control. Syst. Technol., 2012
A real time implementation of MPC based Motion Cueing strategy for driving simulators.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
An information-theory and Virtual Metrology-based approach to Run-to-Run semiconductor manufacturing control.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012
Proceedings of the IEEE International Conference on Control Applications, 2012
Proceedings of the IEEE International Conference on Control Applications, 2012
2011
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011
A Virtual Metrology system for predicting CVD thickness with equipment variables and qualitative clustering.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011
Proceedings of the IEEE Conference on Automation Science and Engineering, 2011
Proceedings of the American Control Conference, 2011
Proceedings of the IEEE International Conference on Control Applications, 2011
2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the IEEE International Conference on Control Applications, 2010
Proceedings of the IEEE International Conference on Control Applications, 2010
2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the IEEE International Conference on Control Applications, 2009
2008
A comparison of Kalman filter based algorithms for turbulent phase control in an adaptive optics system.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
A simulation environment for dry-expansion evaporators with application to the design of autotuning control algorithms for electronic.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008
2007
Grey-box modeling of a motorcycle shock absorber for virtual prototyping applications.
Simul. Model. Pract. Theory, 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007
2006
Observer-based discrete-time sliding mode throttle control for drive-by-wire operation of a racing motorcycle engine.
IEEE Trans. Control. Syst. Technol., 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Black-box modeling of a Two-Stroke Racing Motorcycle Engine for Virtual Prototyping Applications.
Proceedings of the 2006 IEEE International Conference on Automation Science and Engineering, 2006
2005
Proceedings of the Intelligent Control, 2005
A Sliding Mode Throttle Controller for Drive-By-Wire Operation of a Racing Motorcycle Engine.
Proceedings of the Intelligent Control, 2005
2004
Motorcycle trajectory reconstruction by integration of vision and MEMS accelerometers.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Model predictive for path following with motorcycles: application to the development of the pilot model for virtual prototyping.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
2001
IEEE Trans. Control. Syst. Technol., 2001
LQG/LTR control of a dual stage actuator hard disk drive with piezoelectric secondary actuator.
Proceedings of the 6th European Control Conference, 2001
1998
Discrete-Time Optimal Control with Control-Dependent Noise and Generalized Riccati Difference Equations.
Autom., 1998
1996
On the relative entropy of discrete-time Markov processes with given end-point densities.
IEEE Trans. Inf. Theory, 1996
1994