Kevin Munari
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View article: Improving Anomaly Detection in Industrial Time Series: The Role of Segmentation and Heterogeneous Ensemble
Improving Anomaly Detection in Industrial Time Series: The Role of Segmentation and Heterogeneous Ensemble Open
Concerning machine learning, segmentation models can identify state changes within time series, facilitating the detection of transitions between normal and anomalous conditions. Specific techniques such as Change Point Detection (CPD), pa…
View article: Enhancing CTAO Monitoring and Alarm Subsystems in Distributed Environments Using ServiMon
Enhancing CTAO Monitoring and Alarm Subsystems in Distributed Environments Using ServiMon Open
ServiMon is a scalable data collection and auditing pipeline designed for service-oriented, cost-efficient quality control in distributed environments, including the CTAO monitoring, logging, and alarm subsystems. Developed within a Docker…
View article: Predictive Maintenance Study for High-Pressure Industrial Compressors: Hybrid Clustering Models
Predictive Maintenance Study for High-Pressure Industrial Compressors: Hybrid Clustering Models Open
This study introduces a predictive maintenance strategy for high pressure industrial compressors using sensor data and features derived from unsupervised clustering integrated into classification models. The goal is to enhance model accura…
View article: Methodology for the integration of the array control and data acquisition system with array elements of the Cherenkov Telescope Array Observatory
Methodology for the integration of the array control and data acquisition system with array elements of the Cherenkov Telescope Array Observatory Open
International audience
View article: The first release of the Cherenkov Telescope Array Observatory array control and data acquisition software
The first release of the Cherenkov Telescope Array Observatory array control and data acquisition software Open
International audience
View article: Revealing Predictive Maintenance Strategies from Comprehensive Data Analysis of ASTRI-Horn Historical Monitoring Data
Revealing Predictive Maintenance Strategies from Comprehensive Data Analysis of ASTRI-Horn Historical Monitoring Data Open
Modern telescope facilities generate data from various sources, including sensors, weather stations, LiDARs, and FRAMs. Sophisticated software architectures using the Internet of Things (IoT) and big data technologies are required to manag…
View article: Software architecture and development approach for the ASTRI Mini-Array project at the Teide Observatory
Software architecture and development approach for the ASTRI Mini-Array project at the Teide Observatory Open
The Astrophysics with Italian Replicating Technology Mirrors (ASTRI) Mini-Array is an international collaboration led by the Italian National Institute for Astrophysics (INAF) and devoted to imaging atmospheric Cherenkov light for very-hig…
View article: Failure type detection and predictive maintenance for the next generation of imaging atmospheric Cherenkov telescopes
Failure type detection and predictive maintenance for the next generation of imaging atmospheric Cherenkov telescopes Open
The next generation of imaging atmospheric Cherenkov telescopes will be composed of hundreds of telescopes working together to attempt to unveil some fundamental physics of the high-energy Universe. Along with the scientific data, a large …
View article: Optimization of the storage database for the Monitoring system of the CTA
Optimization of the storage database for the Monitoring system of the CTA Open
We present preliminary test results for the correct sizing of the bare metal hardware that will host the database of the Monitoring system (MON) for the Cherenkov Telescope Array (CTA). The MON is the subsystem of the Array Control and Dat…
View article: The Monitoring Logging and Alarm System of the ASTRI Mini-Array gamma-ray air-Cherenkov experiment at the Observatorio del Teide
The Monitoring Logging and Alarm System of the ASTRI Mini-Array gamma-ray air-Cherenkov experiment at the Observatorio del Teide Open
The ASTRI Mini-Array is a project for the Cherenkov astronomy in the TeV energy range. ASTRI Mini-Array consists of nine Imaging Atmospheric Cherenkov telescopes located at the Teide Observatory (Canarias Islands). Large volumes of monitor…
View article: The Monitoring, Logging, and Alarm system for the Cherenkov Telescope Array
The Monitoring, Logging, and Alarm system for the Cherenkov Telescope Array Open
We present the current development of the Monitoring, Logging and Alarm\nsubsystems in the framework of the Array Control and Data Acquisition System\n(ACADA) for the Cherenkov Telescope Array (CTA). The Monitoring System (MON) is\nthe sub…
View article: LOgging UnifieD for ASTRI Mini Array
LOgging UnifieD for ASTRI Mini Array Open
The ASTRI (Astrofisica con Specchi a Tecnologia Replicante Italiana) Mini-Array (MA) project is an international collaboration led by the Italian National Institute for Astrophysics (INAF). ASTRI MA is composed of nine Cherenkov telescopes…