GIOVANNARDI, EMANUELE
GIOVANNARDI, EMANUELE
DIPARTIMENTO DI INGEGNERIA INDUSTRIALE
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 Petrone, Boris; Giovannardi, Emanuele; Brusa, Alessandro; Cavina, Nicolo; Kitsopanidis, Ioannis
Full vehicle NVH end-of-line testing and data-driven fault detection of a high-performance hybrid vehicle front e-axle
2024 Giovannardi, E.; Delvecchio, S.; Cavina, N.; Colangeli, C.; Cornelis, B.; Janssens, K.
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