[HTML][HTML] Overview on intrusion detection systems design exploiting machine learning for networking cybersecurity

P Dini, A Elhanashi, A Begni, S Saponara, Q Zheng… - Applied Sciences, 2023 - mdpi.com
The Intrusion Detection System (IDS) is an effective tool utilized in cybersecurity systems to
detect and identify intrusion attacks. With the increasing volume of data generation, the …

[HTML][HTML] Integration of deep learning into the iot: A survey of techniques and challenges for real-world applications

A Elhanashi, P Dini, S Saponara, Q Zheng - Electronics, 2023 - mdpi.com
The internet of things (IoT) has emerged as a pivotal technological paradigm facilitating
interconnected and intelligent devices across multifarious domains. The proliferation of IoT …

[HTML][HTML] Overview on battery charging systems for electric vehicles

P Dini, S Saponara, A Colicelli - Electronics, 2023 - mdpi.com
Catalyzed by the increasing interest in bi-directional electric vehicles, this paper delves into
their significance and the challenges they encounter. Bi-directional electric vehicles not only …

Experimental Characterization & Electro-Thermal Modeling of Double Side Cooled SiC MOSFETs for Accurate and Rapid Power Converter Simulations

P Dini, S Saponara, S Chakraborty… - IEEE …, 2023 - ieeexplore.ieee.org
The paper presents a precise and efficient model of Double-Side Cooled (DSC) SiC
MOSFET, which incorporates the dynamics of both electrical and thermal variables. It offers …

[HTML][HTML] Review on model based design of advanced control algorithms for cogging torque reduction in power drive systems

P Dini, S Saponara - Energies, 2022 - mdpi.com
This review of the state of the art aims to collect the description and main research results in
the field of development and validation of control algorithms with the main purpose to solve …

Innovative plug-and-play system for electrification of wheel-chairs

F Pacini, S Di Matteo, P Dini, L Fanucci… - IEEE Access, 2023 - ieeexplore.ieee.org
Self-propelled wheelchairs are challenging to drive on off-road routes or require enormous
physical effort in situations where the gradient exceeds 8%. For most people, these …

[HTML][HTML] Modeling and control simulation of power converters in automotive applications

P Dini, S Saponara - Applied Sciences, 2024 - mdpi.com
This research introduces a model-based approach for the analysis and control of an
onboard charger (OBC) system for contemporary electrified vehicles. The primary objective …

Real‐time monitoring and ageing detection algorithm design with application on SiC‐based automotive power drive system

P Dini, G Basso, S Saponara… - IET Power Electronics, 2024 - Wiley Online Library
The article describes an innovative methodology for the design and experimental validation
of monitoring and anomaly detection algorithms, with a particular focus on the aging …

[HTML][HTML] Design and Experimental Assessment of Real-Time Anomaly Detection Techniques for Automotive Cybersecurity

P Dini, S Saponara - Sensors, 2023 - mdpi.com
In recent decades, an exponential surge in technological advancements has significantly
transformed various aspects of daily life. The proliferation of indispensable objects such as …

Design and test of an lstm-based algorithm for li-ion batteries remaining useful life estimation

A Begni, P Dini, S Saponara - International Conference on Applications in …, 2022 - Springer
The article describes how to extrapolate a useful time-series of features from a raw dataset
of complete charging/discharging cycles of Li-ion batteries. The extrapolation of such time …