Browsing NTNU Open by Author "Ciuonzo, Domenico"
Now showing items 1-16 of 16
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Bayesian Fault Detection and Localization Through Wireless Sensor Networks in Industrial Plants
Tabella, Gianluca; Ciuonzo, Domenico; Paltrinieri, Nicola; Salvo Rossi, Pierluigi (Peer reviewed; Journal article, 2024)This work proposes a data fusion approach for quickest fault detection and localization within industrial plants via wireless sensor networks. Two approaches are proposed, each exploiting different network architectures. ... -
A Data-Driven Architecture for Sensor Validation Based on Neural Networks
Darvishi, Hossein; Ciuonzo, Domenico; Eide, Eivind R.; Salvo Rossi, Pierluigi (Peer reviewed; Journal article, 2020)In this paper, we propose a novel sensor validation architecture, which performs sensor fault detection, isolation and accommodation (SFDIA). More specifically, a machine-learning based architecture is presented to detect ... -
Decision Fusion for Carbon Dioxide Release Detection from Pressure Relief Devices
Tabella, Gianluca; Di Martino, Yuri; Ciuonzo, Domenico; Paltrinieri, Nicola; Wang, Xiaodong; Salvo Rossi, Pierluigi (Peer reviewed; Journal article, 2022)This work investigates the distributed detection of carbon dioxide (CO 2 ) release from storage tanks caused by the opening of pressure relief devices via inexpensive sensor devices in an industrial context. A realistic ... -
Distributed Detection and Localization
Tabella, Gianluca (Doctoral theses at NTNU;2024:84, Doctoral thesis, 2024)This thesis delves into the detection and localization aspects of distributed Wireless Sensor Networks (WSNs). Specifically, the research concentrates on WSNs in which sensors autonomously carry out detection tasks and ... -
Distributed Detection in Wireless Sensor Networks under Multiplicative Fading via Generalized Score-tests
Ciuonzo, Domenico; Salvo Rossi, Pierluigi; Varshney, Pramod K. (Peer reviewed; Journal article, 2021)In this paper, we address the problem of distributed detection of a non-cooperative (unknown emitted signal) target with a Wireless Sensor Network (WSN). When the target is present, sensors observe an (unknown) deterministic ... -
Exploring a Modular Architecture for Sensor Validation in Digital Twins
Darvishi, Hossein; Ciuonzo, Domenico; Salvo Rossi, Pierluigi (Peer reviewed; Journal article, 2022)Decision-support systems rely on data exchange between digital twins (DTs) and physical twins (PTs). Faulty sensors (e.g, due to hardware/software failures) deliver unreliable data and potentially generate critical damages. ... -
A Machine-Learning Architecture for Sensor Fault Detection, Isolation and Accommodation in Digital Twins
Darvishi, Hossein; Ciuonzo, Domenico; Salvo Rossi, Pierluigi (Journal article; Peer reviewed, 2022)Sensor technologies empower Industry 4.0 by enabling integration of in-field and real-time raw data into digital twins. However, sensors might be unreliable due to inherent issues and/or environmental conditions. This paper ... -
Machine-Learning Sensor Validation for Digital Twins
Darvishi, Hossein (Doctoral theses at NTNU;2023:151, Doctoral thesis, 2023)The rapid growth of digital twins (DTs), built upon Internet of Things (IoT) and Industrial IoT systems, demands a large variety of networked sensors’ solutions. Indeed, networked sensors enable various sophisticated ... -
Multi-Bit & Sequential Decentralized Detection of a Noncooperative Moving Target through a Generalized Rao Test
Cheng, Xu; Ciuonzo, Domenico; Salvo Rossi, Pierluigi; Wang, Xiaodong; Wang, Wei (Peer reviewed; Journal article, 2021)We consider decentralized detection (DD) of an uncooperative moving target via wireless sensor networks (WSNs), measured in zero-mean unimodal noise. To address energy and bandwidth limitations, the sensors use multi-level ... -
Multi-bit Decentralized Detection through Fusing Smart and Dumb Sensors based on Rao Test
Cheng, Xu; Ciuonzo, Domenico; Salvo Rossi, Pierluigi (Journal article; Peer reviewed, 2019)We consider Decentralized Detection (DD) of an unknown signal corrupted by zero-mean unimodal noise via Wireless Sensor Networks (WSNs). We assume the presence of both smart and dumb sensors: the former transmit unquantized ... -
Real-Time Sensor Fault Detection, Isolation and Accommodation for Industrial Digital Twins
Darvishi, Hossein; Ciuonzo, Domenico; Salvo Rossi, Pierluigi (Chapter, 2021)The development of Digital Twins (DTs) has bloomed significantly in last years and related use cases are now pervading several application domains. DTs are built upon Internet of Things (IoT) and Industrial IoT platforms ... -
Sensor Fusion for Detection and Localization of Carbon Dioxide Releases for Industry 4.0
Tabella, Gianluca; Di Martino, Yuri; Ciuonzo, Domenico; Paltrinieri, Nicola; Wang, Xiaodong; Salvo Rossi, Pierluigi (Chapter, 2022)This work tackles the distributed detection & localization of carbon dioxide (CO2) release from storage tanks caused by the opening of pressure relief devices via inexpensive sensor devices in an industrial context. A ... -
Sensor-Fault Detection, Isolation and Accommodation for Digital Twins via Modular Data-Driven Architecture
Darvishi, Hossein; Ciuonzo, Domenico; Eide, Eivind R.; Salvo Rossi, Pierluigi (Peer reviewed; Journal article, 2021)Sensor technologies empower Industry 4.0 by enabling integration of in-field and real-time raw data into digital twins. However, sensors might be unreliable due to inherent issues and/or environmental conditions. This ... -
Spatio-Temporal Decision Fusion for Quickest Fault Detection Within Industrial Plants: The Oil and Gas Scenario
Tabella, Gianluca; Ciuonzo, Domenico; Paltrinieri, Nicola; Salvo Rossi, Pierluigi (Chapter, 2021)In this work, we present a spatio-temporal decision fusion approach aimed at performing quickest detection of faults within an Oil and Gas subsea production system. Specifically, a sensor network collectively monitors the ... -
Time-Aware Distributed Sequential Detection of Gas Dispersion via Wireless Sensor Networks
Tabella, Gianluca; Ciuonzo, Domenico; Yilmaz, Yasin; Wang, Xiaodong; Salvo Rossi, Pierluigi (Peer reviewed; Journal article, 2023)This work addresses the problem of detecting gas dispersions through concentration sensors with wireless transmission capabilities organized as a distributed Wireless Sensor Network (WSN). The concentration sensors in the ... -
Tracking a low-angle isolated target via an elevation-angle estimation algorithm based on extended kalman filter with an array antenna
Darvishi, Hossein; Sebt, Mohammad Ali; Ciuonzo, Domenico; Salvo Rossi, Pierluigi (Journal article; Peer reviewed, 2021)