Search results for " meccanica"

showing 10 items of 819 documents

Machine learning at the interface of structural health monitoring and non-destructive evaluation

2020

While both non-destructive evaluation (NDE) and structural health monitoring (SHM) share the objective of damage detection and identification in structures, they are distinct in many respects. This paper will discuss the differences and commonalities and consider ultrasonic/guided-wave inspection as a technology at the interface of the two methodologies. It will discuss how data-based/machine learning analysis provides a powerful approach to ultrasonic NDE/SHM in terms of the available algorithms, and more generally, how different techniques can accommodate the very substantial quantities of data that are provided by modern monitoring campaigns. Several machine learning methods will be illu…

Damage detectionComputer scienceTKGeneral MathematicsInterface (computing)General Physics and AstronomyCompressive sensing machine learning non-destructive evaluation structural health monitoring transfer learning ultrasoundMachine learningcomputer.software_genreMachine LearningSettore ING-IND/14 - Progettazione Meccanica E Costruzione Di MacchineEngineeringManufacturing and Industrial FacilitiesNon destructiveHumansUltrasonicsFeature databusiness.industryUltrasonic testingGeneral EngineeringBayes TheoremSignal Processing Computer-AssistedArticlesRoboticsData CompressionIdentification (information)Regression AnalysisStructural health monitoringArtificial intelligenceTransfer of learningbusinesscomputerAlgorithmsPhilosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
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A decision support system based on multisensor data fusion for sustainable greenhouse management

2018

The sustainable exploitation of natural resources is nowadays an important challenge for governments and institutions, considering the expected increase of the world population. In order to respond to this emergent criticality, the principles of green economy have been introduced in the European policy discussion to achieve a good compromise between the sustainability and the profitability of productions by increasing the efficiency of farming operations. Such approach poses some technical and financial challenges for small-sized enterprises because they generally do not possess adequate internal knowledge, nor they can acquire external expertise due to their budget restrictions. Decision S…

Decision support systemStrategy and ManagementContext (language use)02 engineering and technologyIndustrial and Manufacturing EngineeringGreen economyContextual designSettore ING-IND/17 - Impianti Industriali Meccanici0202 electrical engineering electronic engineering information engineeringEconomicsDecision support systemGeneral Environmental ScienceGreen economyPrecision agricultureRenewable Energy Sustainability and the EnvironmentManagement scienceSettore AGR/09 - Meccanica AgrariaIntegrated pest management04 agricultural and veterinary sciencesSensor fusionRisk analysis (engineering)Sustainability040103 agronomy & agriculture0401 agriculture forestry and fisheries020201 artificial intelligence & image processingProfitability indexDecision fusionPrecision agricultureWireless sensor network
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Laser Ultrasonics Inspection of Train Wheel - Evaluation of Optimized Setup

2021

In the railway field, the safety of passengers and the service life of train components are a crucial issue. For this reason, continuous periodic inspections by non-destructive techniques are required. Among these, ultrasonic tests are widely used in this field, even though the conventional ultrasound techniques have the disadvantage of requiring the disassembly of the wheels and of putting the train out of service. This procedure is expensive and time-consuming and can be neglected if non-contact ultrasonic techniques are used. In this work, the authors present an experimental research on some defects, artificially obtained on a railway wheel supplied by Trenitalia Spa, by adopting three d…

Defect detectionLaser ultrasonicsService (business)Laser ultrasonicsSettore ING-IND/14 - Progettazione Meccanica E Costruzione Di MacchineComputer scienceService lifeUltrasonic sensorNon-contact ultrasoundConventional ultrasoundField (computer science)Automotive engineeringTrain wheel
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NUMERICAL-EXPERIMENTAL METHOD FOR THE ANALYSIS OF RESIDUAL STRESSES IN COLD-EXPANDED HOLES

2012

Hole cold expansion is a technique widely used to improve the fatigue life of components with holes, e.g. bolted or riveted joints. As it has been demonstrated in literature by analytical, numerical and experimental analyses carried out by several authors, the compressive residual stresses introduced by the hole cold expansion have a beneficial influence on both the static and the fatigue strength of the treated component, because they reduce significantly the typical stress peaks around the hole due to stress concentration. In the literature, various analyses of the residual stresses introduced by the hole cold expansion have been performed by using several methods such as X-ray diffractio…

DiffractionMaterials sciencebusiness.industryMechanical EngineeringNeutron diffractionFatigue strengthAerospace EngineeringResidual stresseMechanicsStructural engineeringFatigue limitStress (mechanics)Hole cold expansionSettore ING-IND/14 - Progettazione Meccanica E Costruzione Di MacchineDeep hole drillingMechanics of MaterialsResidual stressSolid mechanicsMechanical methodbusinessStress concentration
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Measuring Inaccessible Residual Stresses Using Multiple Methods and Superposition

2010

The traditional contour method maps a single component of residual stress by cutting a body carefully in two and measuring the contour of the cut surface. The cut also exposes previously inaccessible regions of the body to residual stress measurement using a variety of other techniques, but the stresses have been changed by the relaxation after cutting. In this paper, it is shown that superposition of stresses measured post-cutting with results from the contour method analysis can determine the original (pre-cut) residual stresses. The general superposition theory using Bueckner’s principle is developed and limitations are discussed. The procedure is experimentally demonstrated by determini…

DiffractionOne halfEngineering drawingMaterials sciencePlane (geometry)Contour methodSuperpositionMechanical EngineeringResidual streSectioningAerospace EngineeringMechanicsNeutron diffractionX-ray diffractionStress (mechanics)Cross section (geometry)Settore ING-IND/14 - Progettazione Meccanica E Costruzione Di MacchineSuperposition principleDeep hole drillingResidual stressMechanics of MaterialsHole DrillingExperimental Mechanics
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Experimental assessment of the shield-to-salt-fog properties of basalt and glass fiber reinforced composites in cork core sandwich panels applications

2018

Abstract In this paper, the effect of salt-fog exposition on the mechanical behavior of sandwich panels having cork agglomerate core was investigated. In particular, the aim of this research work is to assess the shield function of unidirectional basalt and E-glass reinforced polymer on the aging and failure mechanism of the core when such class of material are destined to operate in hostile environments (e.g., marine environment). To do this, the manufactured sandwich panels were exposed up to 60 days to salt-fog environment, according to ASTM B 117 standard. Unaged and aged specimens were analyzed through three point bending tests after aging time of 10, 25 and 60 days. Digital Image Corr…

Digital image correlationMaterials scienceThree point flexural testGlass fiber02 engineering and technologySalt-fog agingCorkengineering.material01 natural sciencesIndustrial and Manufacturing EngineeringSettore ING-IND/14 - Progettazione Meccanica E Costruzione Di MacchineShield0103 physical sciencesComposite materialSettore ING-IND/04 - Costruzioni E Strutture AerospazialiSandwich-structured composite010302 applied physicsBasalt fiberMechanical EngineeringDigital image correlation021001 nanoscience & nanotechnologySettore ING-IND/02 - Costruzioni E Impianti Navali E MariniSettore ING-IND/22 - Scienza E Tecnologia Dei MaterialiMechanics of MaterialsAgglomerateGlass fiberBasalt fiberSandwich panelsCeramics and Compositesengineering0210 nano-technologyCorkSettore ICAR/08 - Scienza Delle Costruzioni
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Quality evaluation of grapes for mechanical harvest using vis NIR spectroscopy

2019

Mechanical harvest of grapes is one of the operations that mostly influence the quality of the future wine. The shaking frequency of the harvesting machine is usually adjusted on the basis of the grape berry characteristics in order to limit grape juice production that is a potential cause of uncontrolled fermentations. These evaluations usually require time, personnel and laboratory analyses. The introduction of a vis NIR system to rapidly and reliably evaluate the berry properties in field before mechanical harvest could be a good alternative. The aim of this study was to evaluate the feasibility of applying vis NIR spectroscopy as a non-destructive technique on grapes cv. Syrah and Chard…

DynamometerOrdinary least square (OLS)Non-destructive analysiSettore AGR/09 - Meccanica AgrariaDetachment force
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STUDY ON THE TUNNEL PASTEURIZER ON TABLE OLIVES PROCESSING

2015

The application of heat treatment is particularly important in maintaining the organoleptic characteristics of fermented agro-food products, which potential consumers perceive as reflecting the quality of these foodstuffs. However, heat treatments can be cause of deterioration of many quality parameters of agro-food products, including texture, intended as the consistency of the pulp. In this study 'Nocellara del Belice' table olives produced in 2010 and packaged in glass jars were subjected to pasteurization at industrial scale using a tunnel pasteurizer with a core temperature of 75°C for 8 min. The aim of the study was to mechanically evaluate the pulp texture evolution that contributes …

DynamometerTable oliveTunnel pasteurizerSettore AGR/09 - Meccanica AgrariaTable (landform)HorticultureFlesh firmneMathematicsMarine engineeringActa Horticulturae
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Dissesto idrogeologico: dall’EIMA i “cantieri del territorio”

2014

macchine per il territorio

EIMA 2014Settore AGR/09 - Meccanica Agraria
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Macchine agricole all’EIMA: il contoterzismo “driver” del mercato

2014

notizie dell'EIMA 2014

EIMASettore AGR/09 - Meccanica Agraria
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