Pierluigi Salvo Rossi

Lessons from Past Hazardous Events: Data Analytics for Severity Prediction

2020 · Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference

An increasing amount of information is collected by the monitoring systems within the process industry, especially concerning safety management. For instance, the Seveso III regulation on the control of major-accident hazards involving dangerous substances is …

Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions

2023 · Sensors

The recent wave of digitalization is characterized by the widespread deployment of sensors in many different environments, e.g., multi-sensor systems represent a critical enabling technology towards full autonomy in industrial scenarios. Sensors usually produce vast …