GIOVANNARDI, EMANUELE
GIOVANNARDI, EMANUELE
DIPARTIMENTO DI INGEGNERIA INDUSTRIALE
Dottorandi
AI-Based Virtual Sensing of Gaseous Pollutant Emissions at the Tailpipe of a High-Performance Vehicle
2024 Giovannardi, Emanuele; Brusa, Alessandro; Petrone, Boris; Cavina, Nicolò; Tonelli, Roberto; Kitsopanidis, Ioannis
Development of an Automatic Pipeline for Data Analysis and Pre-Processing for Data Driven-Based Engine Emission Modeling in a Real Industrial Application
2024 Boris Petrone, Emanuele Giovannardi, Alessandro Brusa, Nicolo Cavina, Ioannis Kitsopanidis
An Enhanced Light Gradient Boosting Regressor for Virtual Sensing of CO, HC and NOx
2023 Giovannardi E.; Brusa A.; Petrone B.; Cavina N.; Corti E.; Barichello M.
Artificial Intelligence Strategies for the Development of Robust Virtual Sensors: An Industrial Case for Transient Particle Emissions in a High-Performance Engine
2023 Pulga, Leonardo ; Forte, Claudio ; Siliato, Alfio ; Giovannardi, Emanuele ; Tonelli, Roberto ; Kitsopanidis, Ioannis ; Bianchi, Gian Marco
Comparative Evaluation of Data-Driven Approaches to Develop an Engine Surrogate Model for NOx Engine-Out Emissions under Steady-State and Transient Conditions
2022 Brusa, A; Giovannardi, E; Barichello, M; Cavina, N