376 results on '"Dalla Vedova, A."'
Search Results
2. GNSS-based baseline vector determination for widely separated cooperative satellites using L1-only receivers
- Author
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Mahfouz, Ahmed, Menzio, Davide, Dalla Vedova, Florio, and Voos, Holger
- Published
- 2024
- Full Text
- View/download PDF
3. Comprehensive Visualization of Data Generated by Fiber Bragg Grating Sensors
- Author
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Antonio Costantino Marceddu, Alessandro Aimasso, Sergio Schiavello, Bartolomeo Montrucchio, Paolo Maggiore, and Matteo Davide Lorenzo Dalla Vedova
- Subjects
Aircraft ,computer graphics ,data visualization ,databases ,Fiber Bragg grating sensors ,graphical user interfaces ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
Testing is essential to validate the effort put into building a new system. In engineering fields such as aerospace, marine, mechanical, and others, these tests are particularly important for evaluating the overall safety level of the system. A crucial role is therefore played by sensors: in particular, they are required to function correctly even if exposed to harsh environments. In this regard, fiber optic-based sensors can meet this requirement successfully. However, it is necessary to use tools that allow the data collected to be displayed in real or near real-time and in such a way that they can be easily interpreted by an operator. This paper introduces new software that simplifies the visualization of data from fiber Bragg grating sensors. Despite traditional configuration, it works in wireless modality. It allows to range between visualization modes such as graphs and tables, and multiple functions for merging data from different measurements and more, useful for carrying out tests with greater awareness of what is happening at a given moment. The software has been successfully tested and verified in several case studies, ranging from laboratory analysis to telemetry testing of an Unmanned Aerial Vehicle (UAV) flight.
- Published
- 2023
- Full Text
- View/download PDF
4. Experimental development and evaluation of a fiber bragg grating-based outside air temperature sensor for aircraft applications
- Author
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Carlo Giovanni Ferro, Alessandro Aimasso, Matteo Bertone, Nicolò Sanzo, Matteo Davide Lorenzo Dalla Vedova, and Paolo Maggiore
- Subjects
Fiber bragg grating (FBG) ,Outside air temperature (OAT) ,On-board systems ,Design of experiments ,Transportation engineering ,TA1001-1280 - Abstract
This study presents the development and rigorous evaluation of a Fiber Bragg Grating (FBG)-based Outside Air Temperature (OAT) sensor designed for aircraft applications. Employing a Design of Experiments (DoE) approach, the research optimized the sensor's performance for reliability, accuracy, and durability in aviation environments. Experimental assessment covered detailed installation of the FBG sensor on an aircraft, considering influential parameters such as outside dimensions and varying temperature. The OAT sensor's design focused on robustness and precision for accurate real-time temperature recording, vital for operational efficiency and safety. Extensive statistical analysis assessed the sensor's performance under differing conditions, providing valuable insights into operational capabilities and overall efficacy. Thermo-climatic chamber tests simulated extreme environmental conditions to validate the sensor's durability and function under potential aircraft operational scenarios. This research enhances understanding of FBG-based OAT sensors for aircraft applications, demonstrating their superior robustness and performance capabilities, thereby contributing to aviation safety, operational efficiency, and data precision.© 2017 Elsevier Inc. All rights reserved.
- Published
- 2023
- Full Text
- View/download PDF
5. [Cost-Effectiveness Analysis of Maribavir in Patients with Post-Transplant Cytomegalovirus Infection or Disease that are Refractory or Resistant to Conventional Therapy]
- Author
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Andrea Marcellusi, Chiara Bini, Simone Corinti, Laura Fioravanti, Laura Dalla Vedova, Stacey L. Amorosi, Tam De Lacey, Emtiyaz Chowdhury, and Francesco Saverio Mennini
- Subjects
cytomegalovirus ,maribavir ,cost-effectiveness ,transplant ,Medicine (General) ,R5-920 - Abstract
OBJECTIVES: Cytomegalovirus (CMV) infection represents a serious post-transplantation complication, particularly among transplant recipients with resistant or refractory (R/R) infection. Despite the improvement made in CMV prevention and treatment, remains a need for new therapies that are better tolerated and safer for patients, especially for refractory or resistant (R/R) infections. This analysis investigates the cost-effectiveness of maribavir versus investigator-assigned therapy (IAT) for treatment of post-transplant R/R CMV in the Italian context. METHODS: The analysis was conducted from the National Health Service (NHS) perspective using a Markov model previously developed in Excel® to evaluate the cost-effectiveness of maribavir versus IAT for the treatment of post-transplant R/R CMV. Health event rates and transition probabilities were informed by data from observational studies and from SOLSTICE clinical trial, which compared maribavir to conventional antiviral treatments for transplant patients with R/R CMV infections. Utilities were from SOLSTICE and a utility vignette study. Costs inputs were derived from published literature and Italian national tariffs for outpatient and hospital services. Costs and outcomes were discounted by 3%. RESULTS: Maribavir compared to the IAT used for the treatment of post-transplant R/R CMV achieved an incremental cost of € 11,455 for an incremental quality adjusted life year (QALY) gain of 0.313. This resulted in an incremental cost-effectiveness ratio of € 36,626/QALY, for maribavir compared to IAT, which is below the generally accepted, national willingness-to-pay threshold for orphan drugs (€ 37,000/QALY). CONCLUSIONS: This analysis showed that maribavir, an orphan drug treatment, is cost-effective compared to the current antiviral treatments used for treatment of post-transplant R/R CMV.
- Published
- 2023
- Full Text
- View/download PDF
6. Computational framework for real-time diagnostics and prognostics of aircraft actuation systems
- Author
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Berri, Pier Carlo, Dalla Vedova, Matteo D.L., and Mainini, Laura
- Published
- 2021
- Full Text
- View/download PDF
7. Design of 1D photonic crystals for colorimetric and ratiometric refractive index sensing
- Author
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Normani, Simone, Dalla Vedova, Nicholas, Lanzani, Guglielmo, Scotognella, Francesco, and Paternò, Giuseppe M.
- Published
- 2020
- Full Text
- View/download PDF
8. Fiber Bragg Grating Sensor Networks Enhance the In Situ Real-Time Monitoring Capabilities of MLI Thermal Blankets for Space Applications
- Author
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Alessandro Aimasso, Carlo Giovanni Ferro, Matteo Bertone, Matteo D. L. Dalla Vedova, and Paolo Maggiore
- Subjects
aerospace ,Fiber Bragg Gratings ,thermal measurements ,thermal control ,MLI ,onboard system ,Mechanical engineering and machinery ,TJ1-1570 - Abstract
The utilization of Fiber Bragg Grating (FBG) sensors in innovative optical sensor networks has displayed remarkable potential in providing precise and dependable thermal measurements in hostile environments on Earth. Multi-Layer Insulation (MLI) blankets serve as critical components of spacecraft and are employed to regulate the temperature of sensitive components by reflecting or absorbing thermal radiation. To enable accurate and continuous monitoring of temperature along the length of the insulative barrier without compromising its flexibility and low weight, FBG sensors can be embedded within the thermal blanket, thereby enabling distributed temperature sensing. This capability can aid in optimizing the thermal regulation of the spacecraft and ensuring the reliable and safe operation of vital components. Furthermore, FBG sensors offer sev eral advantages over traditional temperature sensors, including high sensitivity, immunity to electromagnetic interference, and the ability to operate in harsh environments. These properties make FBG sensors an excellent option for thermal blankets in space applications, where precise temperature regulation is crucial for mission success. Nevertheless, the calibration of temperature sensors in vacuum conditions poses a significant challenge due to the lack of an appropriate calibration reference. Therefore, this paper aimed to investigate innovative solutions for calibrating temperature sensors in vacuum conditions. The proposed solutions have the potential to enhance the accuracy and reliability of temperature measurements in space applications, which can enable engineers to develop more resilient and dependable spacecraft systems.
- Published
- 2023
- Full Text
- View/download PDF
9. System-level Probabilistic Remaining Useful Life Prognostics and Predictive Inspection Planning for Wind Turbines
- Author
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Manna, Davide, Mitici, Mihaela, Dalla Vedova, Matteo Davide Lorenzo, Manna, Davide, Mitici, Mihaela, and Dalla Vedova, Matteo Davide Lorenzo
- Abstract
Wind energy plays a crucial role in the energy transition. However, it is often seen as an unreliable source of energy, with many production peaks and lows. Some of the drivers of uncertainty in energy production are the unexpected wind turbine (WT) failures and associated unscheduled maintenance. To support an effective health management and maintenance planning of WTs, we propose an integrated data-driven framework for Remaining Useful Life (RUL) prognostics and inspection planning of WTs. We propose a Long-short term memory (LSTM) neural network with Monte Carlo dropout to estimate the distribution of the RUL of WTs, i.e. we develop probabilistic prognostics. Different from existing studies focused on prognostics for single components, we consider the simultaneous health-monitoring of multiple components of the WTs, thus seeing the turbine as an integrated system. The obtained prognostics are further included into a stochastic planning model which determines optimal moments for inspections. For this, we pose the problem of WT inspections as a renewal reward process. We illustrate our framework for four offshore WTs which are continuously monitored by Supervisory Control and Data Acquisition (SCADA) systems. The results show that LSTMs are able to estimate well the RUL of the WTs, even in the early phase of their usage. We also show that the prognostics are informative for maintenance planning and are conducive to conservative inspections.
- Published
- 2024
10. A Model-Based Prognostic Framework for Electromechanical Actuators Based on Metaheuristic Algorithms
- Author
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Leonardo Baldo, Ivana Querques, Matteo Davide Lorenzo Dalla Vedova, and Paolo Maggiore
- Subjects
EMA ,prognostics ,PHM ,model-based ,metaheuristic ,MEA ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
The deployment of electro-mechanical actuators plays an important role towards the adoption of the more electric aircraft (MEA) philosophy. On the other hand, a seamless substitution of EMAs, in place of more traditional hydraulic solutions, is still set back, due to the shortage of real-life and reliability data regarding their failure modes. One way to work around this problem is providing a capillary EMA prognostics and health management (PHM) system capable of recognizing failures before they actually undermine the ability of the safety-critical system to perform its functions. The aim of this work is the development of a model-based prognostic framework for PMSM-based EMAs leveraging a metaheuristic algorithm: the evolutionary (differential evolution (DE)) and swarm intelligence (particle swarm (PSO), grey wolf (GWO)) methods are considered. Several failures (dry friction, backlash, short circuit, eccentricity, and proportional gain) are simulated by a reference model, and then detected and identified by the envisioned prognostic method, which employs a low fidelity monitoring model. The paper findings are analysed, showing good results and proving that this strategy could be executed and integrated in more complex routines, supporting EMAs adoption, with positive impacts on system safety and reliability in the aerospace and industrial field.
- Published
- 2023
- Full Text
- View/download PDF
11. Fiber Optic Sensors for Harsh and High Radiation Environments in Aerospace Applications
- Author
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Alberto Rovera, Alexandru Tancau, Nadia Boetti, Matteo D. L. Dalla Vedova, Paolo Maggiore, and Davide Janner
- Subjects
fiber optics sensor ,radiation ,harsh environment ,Chemical technology ,TP1-1185 - Abstract
In the upcoming space revolutions aiming at the implementation of automated, smart, and self-aware crewless vehicles and reusable spacecraft, sensors play a significant role in the control systems. In particular, fiber optic sensors, with their small footprint and electromagnetic immunity, represent a great opportunity in aerospace. The radiation environment and the harsh conditions in which these sensors will operate represent a challenge for the potential user in the aerospace vehicle design and the fiber optic sensor specialist. We present a review that aims to be a primer in the field of fiber optic sensors in radiation environments for aerospace. We review the main aerospace requirements and their relationship with fiber optics. We also present a brief overview of fiber optics and sensors based on them. Finally, we present different examples of applications in radiation environments for aerospace applications.
- Published
- 2023
- Full Text
- View/download PDF
12. Reducing Ground Impact Hazards of a Solar UAV Through Modelling and Analysis
- Author
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Dalla Vedova, M D L, primary, D’Amico, F A, additional, De Maria, T, additional, Maggiore, P, additional, and Pitarresi, G, additional
- Published
- 2024
- Full Text
- View/download PDF
13. Simulation of an Aerospace Electrohydraulic Servomechanism, with different Coulomb Friction models
- Author
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Alimhillaj, P, primary, Lamani, L, additional, and Dalla Vedova, M D L, additional
- Published
- 2024
- Full Text
- View/download PDF
14. Preliminary Analysis and Optimization via CFD of a Liquid Hydrogen Pressure Regulating Piston Valve
- Author
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Safaei, Arash, primary, Dalla Vedova, Matteo D.L., additional, and Maggiore, Paolo, additional
- Published
- 2024
- Full Text
- View/download PDF
15. Preliminary design and performance evaluation of optical fiber-based load sensor for aerospace systems.
- Author
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Aimasso, Alessandro, Dalla Vedova, Matteo D.L., Bertone, Matteo, and Maggiore, Paolo
- Published
- 2024
- Full Text
- View/download PDF
16. An Improved Fault Identification Method for Electromechanical Actuators
- Author
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Gaetano Quattrocchi, Pier C. Berri, Matteo D. L. Dalla Vedova, and Paolo Maggiore
- Subjects
prognostics ,electromechanical actuators ,neural network ,temperature ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
Adoption of electromechanical actuation systems in aerospace is increasing, and so reliable diagnostic and prognostics schemes are required to ensure safe operations, especially in key, safety-critical systems such as primary flight controls. Furthermore, the use of prognostics methods can increase the system availability during the life cycle and thus reduce costs if implemented in a predictive maintenance framework. In this work, an improvement of an already presented algorithm will be introduced, whose scope is to predict the actual degradation state of a motor in an electromechanical actuator, also providing a temperature estimation. This objective is achieved by using a properly processed back-electromotive force signal and a simple feed-forward neural network. Good prediction of the motor health status is achieved with a small degree of inaccuracy.
- Published
- 2022
- Full Text
- View/download PDF
17. Harpagophytum procumbens Root Extract Mediates Anti-Inflammatory Effects in Osteoarthritis Synoviocytes through CB2 Activation
- Author
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Alessia Mariano, Irene Bigioni, Roberto Mattioli, Antonella Di Sotto, Martina Leopizzi, Stefania Garzoli, Pier Francesco Mariani, Pietro Dalla Vedova, Sergio Ammendola, and Anna Scotto d’Abusco
- Subjects
osteoarthritis ,fibroblast-like synoviocytes ,endocannabinoid system ,CB2 ,devil’s claw ,harpagoside ,Medicine ,Pharmacy and materia medica ,RS1-441 - Abstract
The endocannabinoid system is involved in the nociceptive and anti-inflammatory pathways, and a lowered expression of CB2 receptors has been associated with inflammatory conditions, such as osteoarthritis (OA). This suggests that CB2 modulators could be novel therapeutic tools to treat OA. In the present study, the involvement of Harpagophytum procumbens root extract, a common ingredient of nutraceuticals used to treat joint disorders, in CB2 modulation has been evaluated. Moreover, to clarify the effects of the pure single components, the bioactive constituent, harpagoside, and the main volatile compounds were studied alone or in a reconstituted mixture. Human fibroblast-like synoviocytes, extracted by joints of patients, who underwent a total knee replacement, were treated with an H. procumbens root extract dissolved in DMSO (HPEDMSO). The effectiveness of HPEDMSO to affect CB2 pathways was studied by analyzing the modulation of cAMP, the activation of PKA and ERK MAP kinase, and the modulation of MMP-13 production. HPEDMSO was able to inhibit the cAMP production and MAP kinase activation and to down-regulate the MMP-13 production. Pure compounds were less effective than the whole phytocomplex, thus suggesting the involvement of synergistic interactions. Present findings encourage further mechanistic studies and support the scientific basis of the use of H. procumbens in joint disorders.
- Published
- 2022
- Full Text
- View/download PDF
18. [Cost-Effectiveness Analysis of Maribavir in Patients with Post-Transplant Cytomegalovirus Infection or Disease that are Refractory or Resistant to Conventional Therapy]
- Author
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Marcellusi, Andrea, primary, Bini, Chiara, additional, Corinti, Simone, additional, Fioravanti, Laura, additional, Dalla Vedova, Laura, additional, Amorosi, Stacey L., additional, De Lacey, Tam, additional, Chowdhury, Emtiyaz, additional, and Mennini, Francesco Saverio, additional
- Published
- 2023
- Full Text
- View/download PDF
19. Association between taste receptor (TAS) genes and the perception of wine characteristics
- Author
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Maura Carrai, Daniele Campa, Pavel Vodicka, Riccardo Flamini, Irene Martelli, Jana Slyskova, Katerina Jiraskova, Alexandra Rejhova, Sona Vodenkova, Federico Canzian, Alberto Bertelli, Antonio Dalla Vedova, Luigi Bavaresco, Ludmila Vodickova, and Roberto Barale
- Subjects
Medicine ,Science - Abstract
Abstract Several studies have suggested a possible relationship between polymorphic variants of the taste receptors genes and the acceptance, liking and intake of food and beverages. In the last decade investigators have attempted to link the individual ability to taste 6-n-propylthiouracil (PROP) and the sensations, such as astringency and bitterness, elicited by wine or its components, but with contradictory results. We have used the genotype instead of the phenotype (responsiveness to PROP or other tastants), to test the possible relation between genetic variability and the perception of wine characteristic in 528 subjects from Italy and the Czech Republic. We observed several interesting associations, among which the association between several TAS2R38 gene single nucleotide polymorphisms (P = 0.002) and the TAS2R16-rs6466849 polymorphism with wine sourness P = 0.0003). These associations were consistent in both populations, even though the country of origin was an important factor in the two models, thus indicating therefore that genetics alongside cultural factors also play a significant role in the individual liking of wine.
- Published
- 2017
- Full Text
- View/download PDF
20. A New Method for Friction Estimation in EMA Transmissions
- Author
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Gaetano Quattrocchi, Alessandro Iacono, Pier C. Berri, Matteo D. L. Dalla Vedova, and Paolo Maggiore
- Subjects
prognostics ,electromechanical actuators ,neural network ,friction ,Materials of engineering and construction. Mechanics of materials ,TA401-492 ,Production of electric energy or power. Powerplants. Central stations ,TK1001-1841 - Abstract
The increasing interest for adopting electromechanical actuators (EMAs) on aircraft demands improved diagnostic and prognostic methodologies to be applied to such systems in order to guarantee acceptable levels of reliability and safety. While diagnostics methods and techniques can help prevent fault propagation and performance degradation, prognostic methods can be applied in tandem to reduce maintenance costs and increase overall safety by enabling predictive and condition-based maintenance schedules. In this work, a predictive approach for EMAs friction torque estimation is proposed. The algorithm is based on the reconstruction of the residual torque in mechanical transmissions. The quantity is then sampled and an artificial neural network (ANN) is used to obtain an estimation of the current health status of the transmission. Early results demonstrate that such an approach can predict the transmission health status with good accuracy.
- Published
- 2021
- Full Text
- View/download PDF
21. GNSS-based baseline vector determination for widely separated cooperative satellites using L1-only receivers
- Author
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Mahfouz, Ahmed, primary, Menzio, Davide, additional, Dalla Vedova, Florio, additional, and Voos, Holger, additional
- Published
- 2023
- Full Text
- View/download PDF
22. Fiber Bragg Grating Sensor Networks Enhance the In Situ Real-Time Monitoring Capabilities of MLI Thermal Blankets for Space Applications
- Author
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Aimasso, Alessandro, primary, Ferro, Carlo Giovanni, additional, Bertone, Matteo, additional, Dalla Vedova, Matteo D. L., additional, and Maggiore, Paolo, additional
- Published
- 2023
- Full Text
- View/download PDF
23. Experimental Validation of Multi-fidelity Models for Prognostics of Electromechanical Actuators
- Author
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Leonardo Baldo, Pier Carlo Berri, Matteo D. L. Dalla Vedova, and Paolo Maggiore
- Abstract
The growing adoption of electrical energy as a secondary form of onboard power leads to an increase of electromechanical actuators (EMAs) use in aerospace applications. Therefore, innovative prognostic and diagnostic methodologies are becoming a fundamental tool to early identify faults propagation, prevent performance degradation, and ensure an acceptable level of safety and reliability of the system. Furthermore, prognostics entails further advantages, including a better ability to plan the maintenance of the various equipment, manage the warehouse and maintenance personnel, and a reduction in system management costs. Frequently, such approaches require the development of typologies of numerical models capable of simulating the performance of the EMA with different levels of fidelity: monitoring models, suitably simplified to combine speed and accuracy with reduced computational costs, and high fidelity models (and high computational intensity), to generate databases, develop predictive algorithms and train machine learning surrogates. Because of this, the authors developed a high-fidelity multi-domain numerical model (HF) capable of accounting for a variety of physical phenomena and gradual failures in the EMA, as well as a low-fidelity counterpart (LF). This simplified model is derived by the HF and intended for monitoring applications. While maintaining a low computing cost, LF is fault sensitive and can simulate the system position, speed, and equivalent phase currents. These models have been validated using a dedicated EMA test bench, designed and implemented by authors. The HF model can simulate the operation of the actuator in nominal conditions as well as in the presence of incipient mechanical faults, such as a variation in friction and an increase of backlash in the reduction gearbox. Comparing the preliminary results highlights satisfactory consistency between the experimental test bench and the two numerical models proposed by the authors.
- Published
- 2022
- Full Text
- View/download PDF
24. Fiber Bragg Grating Sensor Networks enhances the in-situ real time monitoring capabilities of MLI Thermal Blankets for Space Applications
- Author
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Carlo Giovanni Ferro, Alessandro Aimasso, Matteo Davide Lorenzo Dalla Vedova, Paolo Maggiore, and Matteo Bertone
- Subjects
aerospace_engineering_94 - Abstract
The utilization of Fiber Bragg Grating (FBG) sensors in innovative optical sensor networks has displayed remarkable potential in providing precise and dependable thermal measurements in hostile environments on Earth. Multi-Layer Insulation (MLI) blankets serve as critical components of spacecraft and are employed to regulate the temperature of sensitive components by reflecting or absorbing thermal radiation. To enable accurate and continuous monitoring of temperature along the length of the insulative barrier without compromising its flexibility and lightweight, FBG sensors can be embedded within the thermal blanket, thereby enabling distributed temperature sensing. This capability can aid in optimizing the thermal regulation of the spacecraft and ensuring the reliable and safe operation of vital components. Furthermore, FBG sensors offer several advantages over traditional temperature sensors, including high sensitivity, immunity to electromagnetic interference, and the ability to operate in harsh environments. These properties make FBG sensors an excellent option for thermal blankets in space applications, where precise temperature regulation is crucial for mission success. Nevertheless, the calibration of temperature sensors in vacuum conditions poses a significant challenge due to the lack of an appropriate calibration reference. Therefore, this paper aims to investigate innovative solutions for calibrating temperature sensors in vacuum conditions. The proposed solutions have the potential to enhance the accuracy and reliability of temperature measurements in space applications, which can enable engineers to develop more resilient and dependable spacecraft systems.
- Published
- 2023
25. Innovative Actuator Fault Identification Based on Back Electromotive Force Reconstruction
- Author
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Gaetano Quattrocchi, Pier C. Berri, Matteo D. L. Dalla Vedova, and Paolo Maggiore
- Subjects
prognostics ,back-EMF coefficient ,virtual sensor ,artificial neural network ,electromechanical actuators ,Materials of engineering and construction. Mechanics of materials ,TA401-492 ,Production of electric energy or power. Powerplants. Central stations ,TK1001-1841 - Abstract
The ever increasing adoption of electrical power as secondary form of on-board power is leading to an increase in the usage of electromechanical actuators (EMAs). Thus, in order to maintain an acceptable level of safety and reliability, innovative prognostics and diagnostics methodologies are needed to prevent performance degradation and/or faults propagation. Furthermore, the use of effective prognostics methodologies carries several benefits, including improved maintenance schedule capability and relative cost decrease, better knowledge of systems health status and performance estimation. In this work, a novel, real-time approach to EMAs prognostics is proposed. The reconstructed back electromotive force (back-EMF), determined using a virtual sensor approach, is sampled and then used to train an artificial neural network (ANN) in order to evaluate the current system status and to detect possible coils partial shorts and rotor imbalances.
- Published
- 2020
- Full Text
- View/download PDF
26. Design and Development of a Planetary Gearbox for Electromechanical Actuator Test Bench through Additive Manufacturing
- Author
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Pier Carlo Berri, Matteo D. L. Dalla Vedova, Paolo Maggiore, and Guido Riva
- Subjects
electromechanical actuator ,additive manufacturing ,planetary gearbox ,test bench ,rapid prototyping ,Materials of engineering and construction. Mechanics of materials ,TA401-492 ,Production of electric energy or power. Powerplants. Central stations ,TK1001-1841 - Abstract
The development and validation of prognostic algorithms and digital twins for Electromechanical Actuators (EMAs) requires datasets of operating parameters that are not commonly available. In this context, we are assembling a test bench able to simulate different operating scenarios and environmental conditions for an EMA in order to collect the operating parameters of the actuator both in nominal conditions and under the effect of incipient progressive faults. This paper presents the design and manufacturing of a planetary gearbox for the EMA test bench. Mechanical components were conceived making extensive use of Fused Deposition Modelling (FDM) additive manufacturing and off-the-shelf hardware in order to limit the costs and time involved in prototyping. Given the poor mechanical properties of the materials commonly employed for FDM, the gears were not sized for the maximum torque of the electric motor, and a secondary torque path was placed in parallel of the planetary gearbox to load the motor through a disc brake. The architecture of the gearbox allowed a high gear ratio within a small form factor, and a bearingless construction with a very low number of moving parts.
- Published
- 2020
- Full Text
- View/download PDF
27. Nanostructured TiC Layer is Highly Suitable Surface for Adhesion, Proliferation and Spreading of Cells
- Author
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Mariangela Lopreiato, Alessia Mariano, Rossana Cocchiola, Giovanni Longo, Pietro Dalla Vedova, Roberto Scandurra, and Anna Scotto d’Abusco
- Subjects
titanium carbide surface ,human primary fibroblasts ,human primary chondrocytes ,human primary osteoblasts ,Atomic Force Microscopy ,cell differentiation ,Physics ,QC1-999 - Abstract
Cell culture is usually performed in 2D polymer surfaces; however, several studies are conducted with the aim to screen functional coating molecules to find substrates more suitable for cell adhesion and proliferation. The aim of this manuscript is to compare the cell adhesion and cytoskeleton organization of different cell types on different surfaces. Human primary fibroblasts, chondrocytes and osteoblasts isolated from patients undergoing surgery were seeded on polystyrene, poly-d-lysine-coated glass and titanium carbide slides and left to grow for several days. Then their cytoskeleton was analyzed, both by staining cells with phalloidin, which highlights actin fibers, and using Atomic Force Microscopy. We also monitored the production of Fibroblast Growth Factor-2, Bone Morphogenetic Protein-2 and Osteocalcin, using ELISA, and we highlighted production of Collagen type I in fibroblasts and osteoblasts and Collagen type II in chondrocytes by immunofluorescences. Fibroblasts, chondrocytes and osteoblasts showed both an improved proliferative activity and a good adhesion ability when cultured on titanium carbide slides, compared to polystyrene and poly-d-lysine-coated glass. In conclusion, we propose titanium carbide as a suitable surface to cultivate cells such as fibroblasts, chondrocytes and osteoblasts, allowing the preservation of their differentiated state and good adhesion properties.
- Published
- 2020
- Full Text
- View/download PDF
28. A Model-Based Prognostic Framework for Electromechanical Actuators based on Metaheuristic Algorithms
- Author
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Matteo Davide Lorenzo Dalla Vedova, Ivana Querques, LEONARDO BALDO, and Paolo MAGGIORE
- Subjects
EMA ,prognostics ,MEA ,FDI ,mechanical_engineering ,Aerospace Engineering ,PHM ,model-based ,metaheuristic - Abstract
The deployment of electro-mechanical actuators plays an important role towards the adoption of the more electric aircraft (MEA) philosophy. On the other hand, a seamless substitution of EMAs, in place of more traditional hydraulic solutions, is still set back, due to the shortage of real-life and reliability data regarding their failure modes. One way to work around this problem is providing a capillary EMA prognostics and health management (PHM) system capable of recognizing failures before they actually undermine the ability of the safety-critical system to perform its functions. The aim of this work is the development of a model-based prognostic framework for PMSM-based EMAs leveraging a metaheuristic algorithm: the evolutionary (differential evolution (DE)) and swarm intelligence (particle swarm (PSO), grey wolf (GWO)) methods are considered. Several failures (dry friction, backlash, short circuit, eccentricity, and proportional gain) are simulated by a reference model, and then detected and identified by the envisioned prognostic method, which employs a low fidelity monitoring model. The paper findings are analysed, showing good results and proving that this strategy could be executed and integrated in more complex routines, supporting EMAs adoption, with positive impacts on system safety and reliability in the aerospace and industrial field.
- Published
- 2023
- Full Text
- View/download PDF
29. Air-To-Ground Transmission and Near Real-Time Visualization of FBG Sensor Data Via Cloud Database
- Author
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Antonio Costantino Marceddu, Gaetano Quattrocchi, Alessandro Aimasso, Edoardo Giusto, Leonardo Baldo, Mohammad Ghazi Vakili, Matteo Davide Lorenzo Dalla Vedova, Bartolomeo Montrucchio, and Paolo Maggiore
- Subjects
Middleware ,Computer graphics ,Databases ,Data visualization ,Graphical user interfaces ,Optical fiber sensors ,Remotely piloted aircraft ,Wireless communication ,Electrical and Electronic Engineering ,Instrumentation - Published
- 2023
30. A Model-Based Prognostic Framework for Electromechanical Actuators Based on Metaheuristic Algorithms
- Author
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Baldo, Leonardo, primary, Querques, Ivana, additional, Dalla Vedova, Matteo Davide Lorenzo, additional, and Maggiore, Paolo, additional
- Published
- 2023
- Full Text
- View/download PDF
31. Fiber Optic Sensors for Harsh and High Radiation Environments in Aerospace Applications
- Author
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Rovera, Alberto, primary, Tancau, Alexandru, additional, Boetti, Nadia, additional, Dalla Vedova, Matteo D. L., additional, Maggiore, Paolo, additional, and Janner, Davide, additional
- Published
- 2023
- Full Text
- View/download PDF
32. Comprehensive Visualization of Data Generated by Fiber Bragg Grating Sensors
- Author
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Marceddu, A. C., primary, Aimasso, A., additional, Schiavello, S., additional, Montrucchio, B., additional, Maggiore, P., additional, and Dalla Vedova, M. D. L., additional
- Published
- 2023
- Full Text
- View/download PDF
33. Characterization of Non-Anthocyanic Flavonoids in Some Hybrid Red Grape Extracts Potentially Interesting for Industrial Uses
- Author
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Mirko De Rosso, Annarita Panighel, Antonio Dalla Vedova, Massimo Gardiman, and Riccardo Flamini
- Subjects
antioxidants ,hybrid grapes ,polyphenols ,high-resolution mass spectrometry ,Organic chemistry ,QD241-441 - Abstract
Previous studies showed that hybrid grapes often have qualitatively and quantitatively higher polyphenolic contents than the common V. vinifera grape varieties. In general, these compounds are studied for grape chemotaxonomy and for nutraceutical purposes due to their relevant antioxidant activity. Non-anthocyanic flavonoid composition of five red hybrid grape varieties produced by crossing of V. vinifera, V. aestivalis, V. cinerea, V. berlandieri, V. labrusca, V. lincecumii, and V. rupestris were studied by liquid chromatography/high-resolution mass spectrometry. Thirty-one compounds were identified, including methylnaringenin, a tetrahydroxy-dimethoxyflavanone-hexoside, two flavonols (quercetin and a pentahydroxyflavone isomer), 20 glycoside flavonols (four quercetin, two myricetin, two kaempferol, three isorhamnetin, one laricitrin, two syringetin, one kaempferide and two dihydroflavonol derivatives; myricetin-glucoside-glucuronide; myricetin-diglucoside; syringetin-dihexoside), three flavan-3-ols (−)-epicatechin, (+)-catechin, (−)-epicatechin gallate) and four proantocyanidins (procyanidin B1, procyanidin B2, procyanidin B3 or B4/B5, procyanidin T2 or T3/T4/C1). Seibel 19881, Seyve Villard 12-347 and Seyve Villard 29-399 were particularly rich in polyphenols. These findings emphasize that these grapes are especially interesting for the production of antioxidant extracts for nutraceutical and pharmaceutical uses.
- Published
- 2015
- Full Text
- View/download PDF
34. Rapid prototyping of FBG-based optical sensors for vibration analysis of mechatronic systems.
- Author
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Dalla Vedova, Matteo D L, Quattrocchi, Gaetano, Aimasso, Alessandro, Marotta, Antonio, Ferro, Carlo G, and Maggiore, Paolo
- Published
- 2023
- Full Text
- View/download PDF
35. Hybrid plasmonic/photonic crystals for optical detection of bacterial contaminants
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Paternò Giuseppe M., Moscardi Liliana, Donini Stefano, Ross Aaron M., Pietralunga Silvia M., Dalla Vedova Nicholas, Normani Simone, Kriegel Ilka, Lanzani Guglielmo, and Scotognella Francesco
- Subjects
Physics ,QC1-999 - Abstract
Here, we show that a hybrid plasmonic/photonic crystal consisting of a thin layer of bioactive plasmonic material (i.e. silver) deposited on top a 1D PhC can detect one of the most common bacterial contaminant, namely Escherichia coli. We speculate that the change in the plasmon charge density brought about by metal/bacterium interaction results in a variation of the plasmon resonance that, in turns, translates in a shift of the photonic structural color.
- Published
- 2020
- Full Text
- View/download PDF
36. Model-Based Fault Detection and Identification for Prognostics of Electromechanical Actuators Using Genetic Algorithms
- Author
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Matteo D. L. Dalla Vedova, Alfio Germanà, Pier Carlo Berri, and Paolo Maggiore
- Subjects
electromechanical actuators ,prognostics ,fault detection and identification ,genetic algorithm ,model-based approach ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
Traditional hydraulic servomechanisms for aircraft control surfaces are being gradually replaced by newer technologies, such as Electro-Mechanical Actuators (EMAs). Since field data about reliability of EMAs are not available due to their recent adoption, their failure modes are not fully understood yet; therefore, an effective prognostic tool could help detect incipient failures of the flight control system, in order to properly schedule maintenance interventions and replacement of the actuators. A twofold benefit would be achieved: Safety would be improved by avoiding the aircraft to fly with damaged components, and replacement of still functional components would be prevented, reducing maintenance costs. However, EMA prognostic presents a challenge due to the complexity and to the multi-disciplinary nature of the monitored systems. We propose a model-based fault detection and isolation (FDI) method, employing a Genetic Algorithm (GA) to identify failure precursors before the performance of the system starts being compromised. Four different failure modes are considered: dry friction, backlash, partial coil short circuit, and controller gain drift. The method presented in this work is able to deal with the challenge leveraging the system design knowledge in a more effective way than data-driven strategies, and requires less experimental data. To test the proposed tool, a simulated test rig was developed. Two numerical models of the EMA were implemented with different level of detail: A high fidelity model provided the data of the faulty actuator to be analyzed, while a simpler one, computationally lighter but accurate enough to simulate the considered fault modes, was executed iteratively by the GA. The results showed good robustness and precision, allowing the early identification of a system malfunctioning with few false positives or missed failures.
- Published
- 2019
- Full Text
- View/download PDF
37. Relative State Estimation for LEO Formations with Large Inter-satellite Distances Using Single-Frequency GNSS Receivers
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Mahfouz, Ahmed, Menzio, Davide, Dalla Vedova, Florio, and Voos, Holger
- Subjects
Relative navigation ,Extended Kalman Filter ,Aerospace & aeronautics engineering [C01] [Engineering, computing & technology] ,Ingénierie aérospatiale [C01] [Ingénierie, informatique & technologie] ,State estimation ,DGNSS - Abstract
Relative baseline estimation is an integral part of satellite formation flying missions. GNSS-based relativepositioning has been a dominating technology for formation missions in LEO, where very precise estimatescould be obtained for formations with small inter-satellite distances (1 − 10 km). Larger baselines betweenthe satellites (> 10 km) pose the problem of considerable differences in the ionospheric delays experiencedby the signals received by each receiver. This problem could be mitigated by using precise ionospheric-freecombinations that could only be obtained by dual-frequency receivers, which is not a cost-efficient optionfor modern low-cost miniature missions. In this paper, the problem of relative baseline vector estimation isaddressed for formation missions with large inter-satellite distances equipped with single-frequency receivers.The problem is approached using the space-proven relatively simple Extended Kalman Filter with anadvantageous setting for the observation vector
- Published
- 2022
38. Formation design of an inter-satellite link demonstration mission
- Author
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Menzio, Davide, Mahfouz, Ahmed, Dalla Vedova, and Voos
- Subjects
perturbations ,formation design ,inter-satellite distance control ,Aerospace & aeronautics engineering [C01] [Engineering, computing & technology] ,Ingénierie aérospatiale [C01] [Ingénierie, informatique & technologie] - Abstract
The problem of secular growth of the inter-satellite induced by the J2 perturbations has been widely exploredin the literature. In this paper, we study the influence of altitude and initial mean anomaly of the chief on theinter-satellite distance growth in a classical trailing formation. Mean elements are converted into osculatingones and then in Cartesian coordinates that are propagated together in the ECI frame. Preliminary resultsshows that zonal harmonics are responsible for a steep distance drift when the formation is inserted inthe vicinity of ±45 and ±135 degrees of mean anomaly in a polar orbit. Distance-invariant solutions aredetermined in term of the mean anomaly and characterized in terms of the difference between the averagerelative distance and the initial one and of the amplitude of the osculating distance. Finally, after the inter-satellite distance has grown to an unacceptable level, the electric thruster onboard of the deputy spacecraftis leveraged in order to reset the deputy’s orbit to the distance invariant mean elements. A finite-time LinearQuadratic Regulator (FTLQR) is designed and validated within a high-fidely dynamics framework
- Published
- 2022
39. Proposal of a new simplified fluid dynamic model for aerospace servovalves
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Dalla Vedova Matteo D.L. and Berri Pier Carlo
- Subjects
Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
Highly detailed computer models are required for design and development of modern flight control systems, capable of emulating with high accuracy the behaviour of on-board equipment. At the same time, different simplified models are needed, specifically intended for operations such as the optimization of preliminary design and the development of diagnostic or prognostic strategies. These simplified models are required to combine sufficient levels of accuracy and reliability with reduced computational costs, to minimize the computational burden associated with prognostic and optimization algorithms. In this work, we focus on electro-hydraulic actuators, since they are critical subsystems in terms of safety and availability of the aircraft. Advanced monitoring and prognostic algorithms require new numerical models, combining an acceptable computational effort with a satisfying ability to simulate their performance and dynamics. To this purpose, this paper proposes a new simplified numerical model of the servovalve fluid-dynamic behaviour. This numerical algorithm, based on a very compact semi-empirical formulation, is intended to take into account in a simplified but sufficiently accurate way several typical effects related to the SV spool geometry and the operating conditions. To evaluate the approximations introduced by this model into a system-level simulation, it has been integrated into a dedicated numerical model simulating a simple electrohydraulic on-board actuator, and compared with a higher fidelity servovalve model.
- Published
- 2019
- Full Text
- View/download PDF
40. A simplified monitoring model for PMSM servoactuator prognostics
- Author
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Berri Pier Carlo, Dalla Vedova Matteo D.L., Maggiore Paolo, and Viglione Francesco
- Subjects
Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
Electromechanical actuators (EMAs) based on Permanent Magnet Synchronous Motors (PMSMs) are currently employed on various aircraft systems, and are becoming more and more widespread in safety critical applications. Compared to other electrical machines, PMSM offer a high power to weight ratio and low cogging: this makes them suited for position control and actuation tasks. EMAs offer several advantages over hydraulic servoactuators, in terms of modularity, mechanical simplicity, overall weight and fuel efficiency. At the same time, their basic reliability is inherently lower compared to hydraulic actuators. Then, the use of EMAs for safety critical aircraft systems requires the adoption of risk mitigation techniques to counter this issue. In this framework, diagnostic and prognostic strategies can be used for the system health management, to monitor its behaviour in search of the early signs of the most common or dangerous failure modes. We propose a low fidelity model of a PMSM based EMA, intended for model-based diagnostic and prognostic monitoring. The model features low computational cost, allowing the execution in nearly real-time, combined with suitable accuracy in the simulation of faulty system operations. This simplified emulator is validated by comparing its behaviour to a higher fidelity model, employed as a simulated test bench.
- Published
- 2019
- Full Text
- View/download PDF
41. A new active asymmetry monitoring and control technique applied to critical aircraft flap control system failures
- Author
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Belmonte Dario, Dalla Vedova Matteo Davide Lorenzo, and Quattrocchi Gaetano
- Subjects
Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
Asymmetry limitation requirements between left and right wing flap surfaces play an important role in the design of the implementation of the secondary flight control system of modern airplanes. In fact, especially in the case of sudden breaking of one of the torsion bars of the flap transmission line, the huge asymmetries that can rapidly develop could compromise the lateral-directional controllability of the whole aircraft (up to cause catastrophic occurrences). Therefore, in order to guarantee the aircraft safety (especially during take-off and landing flight phase in which the effects of asymmetries could generate uncontrollable aircraft attitudes), it is mandatory to timely detect and neutralize these asymmetries. The current monitoring techniques generally evaluate the differential angular position between left and right surfaces and, in most the events, limit the Flaps Control System (FCS) asymmetries, but in severe fault conditions (e.g. under very high aerodynamic loads), unacceptable asymmetries could be generated, compromising the controllability of the aircraft. To this purpose, in this paper the authors propose a new active monitoring and control technique capable of detecting the increasing angular error between the different flap surfaces and that, after stopping the whole actuation system, acts on the portion of the actuation line still connected to the PDU to minimize the FCS asymmetries.
- Published
- 2019
- Full Text
- View/download PDF
42. Experimental comparison of Fiber Bragg Grating installation techniques for aerospace systems
- Author
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Berri Pier Carlo, Dalla Vedova Matteo D.L., and Maggiore Paolo
- Subjects
Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
Aircraft systems are becoming more and more complex, as they are required to perform multiple functions. For example, smart systems need to be able to self-monitor their working parameters, in order to infer their health status. All these additional functions require the system to acquire a multitude of measurements; albeit sometimes it is possible to implement virtual sensor techniques, dedicate sensing hardware is usually needed. As a main drawback, the installation of the needed sensors adds up to the total complexity, weight, cost and failure rate of the system. In this context, minimally invasive sensors can be used to measure the system parameters with high spatial resolution and minimal added complexity. One key technology in this field is the Fiber Bragg Gratings (FBG) optical sensors, used to perform strain and temperature measurements. This work describes an experimental campaign intended to assess and validate several installation techniques for FBGs as strain sensors. Two test benches were developed for different measurement setups. One is intended for creep and repeatability tests of a FBG sensor glued at both ends; the other was used to compare point gluing and continuous gluing techniques on an aluminium beam subject to a bending load. Results are compared with numerical simulations of the structure and measurements performed with traditional strain gages.
- Published
- 2019
- Full Text
- View/download PDF
43. High-Resolution Mass Spectrometry Identification of Secondary Metabolites in Four Red Grape Varieties Potentially Useful as Traceability Markers of Wines
- Author
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Christine M. Mayr, Mirko De Rosso, Antonio Dalla Vedova, and Riccardo Flamini
- Subjects
wine ,grape ,traceability ,metabolomics ,high-resolution mass spectrometry ,Amarone ,Recioto ,Raboso ,Primitivo ,Negro Amaro ,Nutrition. Foods and food supply ,TX341-641 ,Nutritional diseases. Deficiency diseases ,RC620-627 - Abstract
Liquid chromatography coupled to high-resolution mass spectrometry (LC-Q/TOF) is a powerful tool to perform chemotaxonomic studies through identification of grape secondary metabolites. In the present work, the metabolomes of four autochthonous Italian red grape varieties including the chemical classes of anthocyanins, flavonols/flavanols/flavanones, and terpenol glycosides, were studied. By using this information, the metabolites that can potentially be used as chemical markers for the traceability of the corresponding wines were proposed. In Raboso wines, relatively high abundance of both anthocyanic and non-anthocyanic acyl derivatives, is expected. Potentially, Primitivo wines are characterized by high tri-substituted flavonoids, while Corvina wines are characterized by higher di-substituted compounds and lower acyl derivatives. Negro Amaro wine’s volatile fraction is characterized by free monoterpenes, such as α-terpineol, linalool, geraniol, and Ho-diendiol I. A similar approach can be applied for the traceability of other high-quality wines.
- Published
- 2018
- Full Text
- View/download PDF
44. Interfacing Sail Modules for Use with 'Space Tugs'
- Author
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Florio Dalla Vedova, Pierre Morin, Thibault Roux, Roberta Brombin, Alberto Piccinini, and Nigel Ramsden
- Subjects
spaceborne sail ,drag sail ,solar sail ,space tug ,docking ,berthing ,debris mitigation ,(active) debris removal ,space resources (mining) ,stopover cycler ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
The paper introduces and describes the recent and still ongoing development activities performed in Luxembourg for In-Orbit Attach Mechanisms for (Drag) Sails Modules to be operated from Space Tugs. After some preparatory work aiming at understanding the possible operational aspects and implications of mating interfaces between these space systems, three possible designs of In-Orbit Attach Mechanisms have been proposed and completed for their 3D (Metal and Plastic) Printing, a new manufacturing technology assessed within this project. The Plastic-printed prototype underwent a series of automated tests in which a robotic arm, equipped with an advanced force sensor, replicated four docking scenarii in ideal and degraded modes. The observation of the forces and torque behaviors at and after impact allowed one to characterize the typical patterns for the various contacts but also, to identify a type of potentially dramatic impact for the safety of the docking and its equipment: in the case of the off-axis approach, “point” contacts shall be avoided, as they instantaneously transfer the total kinetic energy in a small area that could break.
- Published
- 2018
- Full Text
- View/download PDF
45. The Solar Sail Materials (SSM) project – Status of activities
- Author
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Dalla Vedova, F., Henrion, H., Leipold, M., Girot, Th., Vaudemont, R., Belmonte, Th., Fleury, K., and Le Couls, O.
- Published
- 2011
- Full Text
- View/download PDF
46. An Improved Fault Identification Method for Electromechanical Actuators
- Author
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Quattrocchi, Gaetano, primary, Berri, Pier C., additional, Dalla Vedova, Matteo D. L., additional, and Maggiore, Paolo, additional
- Published
- 2022
- Full Text
- View/download PDF
47. Study of FBG-based optical sensors for thermal measurements in aerospace applications
- Author
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Aimasso, A., primary, Dalla Vedova, M.D.L., additional, Maggiore, P., additional, and Quattrocchi, G., additional
- Published
- 2022
- Full Text
- View/download PDF
48. Harpagophytum procumbens Root Extract Mediates Anti-Inflammatory Effects in Osteoarthritis Synoviocytes through CB2 Activation
- Author
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Mariano, Alessia, primary, Bigioni, Irene, additional, Mattioli, Roberto, additional, Di Sotto, Antonella, additional, Leopizzi, Martina, additional, Garzoli, Stefania, additional, Mariani, Pier Francesco, additional, Dalla Vedova, Pietro, additional, Ammendola, Sergio, additional, and Scotto d’Abusco, Anna, additional
- Published
- 2022
- Full Text
- View/download PDF
49. Learning for Predictions: Real-Time Reliability Assessment of Aerospace Systems
- Author
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Pier Carlo Berri, Matteo Davide Lorenzo Dalla Vedova, and Laura Mainini
- Subjects
Flight Operation ,Artificial Neural Network ,Support Vector Machine ,Actuator Control Electronics ,Computer science ,Real Time Fault Detection ,Aerospace Engineering ,Prediction Algorithms ,Aerospace Systems ,Fault Detection and Identification ,Prognostics and Health Management (PHM) ,Remaining Useful Life (RUL) ,Data acquisition ,Reliability (statistics) ,Artificial neural network ,Kalman filter ,Limiting ,Reliability engineering ,Support vector machine ,Aircraft Flight Control ,Nonlinear system ,Prediction algorithms ,Prognostics ,Aerospace System ,Computational Methods ,Nonlinear Systems ,Aerospace systems - Abstract
Prognostics and health management aim to predict the remaining useful life (RUL) of a system and to allow a timely planning of replacement of components, limiting the need for corrective maintenanc...
- Published
- 2022
50. A novel model-based metaheuristic method for prognostics of aerospace electromechanical actuators equipped with PMSM
- Author
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D.L. Matteo, Dalla Vedova, Pier Carlo Berri, and Omayma Aksadi
- Subjects
metaheuristic method ,prognostics ,model-based ,aerospace electromechanical actuators ,PMSM - Abstract
The prior knowledge of incipient failures of primary flight command electromechanical actuators (EMAs) with prognostic algorithms can be very beneficial. Indeed, early and proper detection and interpretation of the deterioration pattern can warn for replacing the servomechanism before the actual manifestation of the abnormal behaviour. Furthermore, such algorithms often exploit a model-based approach established on the direct comparison between the actual (High Fidelity) and the monitor (Low Fidelity) systems to identify fault parameters through optimization processes. The monitor model allows the acquisition of accurate and precise results with a contained computational effort. The authors developed a new simplified monitor model capable of faithfully reproducing the dynamic response of a typical aerospace EMA equipped with a Permanent Magnet Sinusoidal Motor (PMSM). This digital twin senses mechanical and electrical faults: friction, backlash, coil short circuit, static rotor eccentricity, and proportional gain. Fault detection and identification task are performed by comparing the output signal of the reference system (real or simulated) with the one obtained from the monitor model. After that, the Genetic Algorithm is chosen as the optimization algorithm to match the two signals by iteratively changing the fault parameters to detect the global minimum of a quadratic error function. Once a suitable fit is obtained, the corresponding optimization parameters are correlated with the considered progressive failures to evaluate the system’s health status. The high-fidelity reference models analysed in this work have been previously conceived, developed, implemented in Matlab-Simulink, and validated experimentally by researchers of the ASTRA group of the DIMEAS of Politecnico di Torino.
- Published
- 2022
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