Niobium Effects on the Recrystallization Behavior on a Full Austenitic 15Cr-15Ni Stainless Steel Investigated Using Adaptive Neural Networks (ANN)

A new series of austenitic stainless steels-Nb stabilized, without Mo additions, non-susceptible to delta ferrite formation and devoid of intemetallic phases (sigma and chi), without deformation induced martensite is being developed, aiming at high temperature applications as well as for corrosive environments. The base steel composition is a 15Cr-15Ni with normal additions of Nb of 0.5, 1.0 and 2 wt%. Mechanical properties, oxidation and corrosion resistance already have been invetigated in previous papers. In this paper, the effects of Nb on the SFE, strain hardening and recrystallization resistance are evaluated with the help of Adaptive Neural Networks (ANN).

Nondestructive evaluation of concrete compression strength by means of Artificial Neural Network (ANN)

The evaluation of structural performance of existing concrete buildings, built according to standards and materials quite different to those available today, requires procedures and methods able to cover lack of data about mechanical material properties and reinforcement detailing. To this end detailed inspections and test on materials are required. As a consequence tests on drilled cores are required; on the other end, it is stated that non-destructive testing (NDT) cannot be used as the only mean to get structural information, but can be used in conjunction with destructive testing (DT) by a representative correlation between DT and NDT. The aim of this study is to verify the accuracy of some formulas of correlation available in literature between measured parameters, i.e. rebound index, ultrasonic pulse velocity and compressive strength (SonReb Method). To this end a relevant number of DT and NDT tests has been performed on many school buildings located in Cesena (Italy). The above relationships have been assessed on site correlating NDT results to strength of core drilled in adjacent locations. Nevertheless, concrete compressive strength assessed by means of NDT methods and evaluated with correlation formulas has the advantage of being able to be implemented and used for future applications in a much more simple way than other methods, even if its accuracy is strictly limited to the analysis of concretes having the same characteristics as those used for their calibration. This limitation warranted a search for a different evaluation method for the non-destructive parameters obtained on site. To this aim, the methodology of neural identification of compressive strength is presented. Artificial Neural Network (ANN) suitable for the specific analysis were chosen taking into account the development presented in the literature in this field. The networks were trained and tested in order to detect a more reliable strength identification methodology.

Stato tossicologico di esemplari di foca monaca (Monachus monachus, Hermann 1779) della Grecia, specie "critically endangered" del Mar Mediterraneo.

La foca monaca (Monachus monachus, Hermann 1779) è il pinnipede più a rischio d’estinzione del mondo e pochi sono gli studi che hanno indagato l’impatto antropico dato dagli inquinanti chimici su questa specie. Questo studio si propone di analizzare la pressione che elementi in traccia, organoclorurati (OC) e, per la prima volta, idrocarburi policiclici aromatici (IPA) hanno sulla specie, studiando una della popolazioni più numerose presenti nel Mar Mediterraneo, ossia quella greca. Sono stati utilizzati campioni di 59 esemplari deceduti provenienti da diverse colonie residenti in Grecia, di ambedue i sessi, appartenenti a diverse classi d’età e riferibili ad un arco temporali di quasi 20 anni (1994-2013). Per i contaminanti organici (PCB, DDT ed IPA), caratterizzati da un comportamento lipofilico, sono stati utilizzati esclusivamente campioni di tessuto adiposo, mentre per l’analisi di elementi in traccia (essenziali: Fe, Co, Cu, Se, Zn, Mg; tossici: Cr, Ni, As, Cd, Pb, Hg) sono state impiegate diverse matrici, quali fegato, rene, muscolo, adipe, milza, polmone, cuore e pelo. I risultati evidenziano un’importante contaminazione dai OC (125.896,69±289.934,27 ng/g p.s.), in cui DDT e PCB sono presenti rispettivamente al 48,5% e 51,5%, mentre, tra i metalli considerati tossici (As, Cd, Pb, Hg, Cr, Ni), As e Hg sono gli elementi che destano maggiori preoccupazioni per la salute di Monachus monachus, presenti rispettivamente al 36,44% e 12,83%. IPA ed altri elementi in traccia analizzati invece non raggiungono di per sé concentrazioni di rischio per la specie, ma non si escludono possibili effetti sinergici tra i vari inquinanti. L’elaborazione del fingerprint tossicologico ha evidenziato un’eterogeneità nella pressione data dai contaminanti in studio, manifestando che alcune colonie di foca monaca in Grecia sono maggiormente soggette all’azione negativa di organoclorurati, idrocarburi policiclici aromatici o elementi in traccia tossici a seconda del caso.

Federal Authority and the Development of Corporate Mining, 1807-1847

While the 1913-1914 copper country miners’ strike undoubtedly plays an important role in the identity of the Keweenaw Peninsula, it is worth noting that the model of mining corporations employing large numbers of laborers was not a foregone conclusion in the history of American mining. Between 1807 and 1847, public mineral lands in Missouri, in the Upper Mississippi Valley, and along the southern shore of Lake Superior were reserved from sale and subject to administration by the nation’s executive branch. By decree of the federal government, miners in these regions were lessees, not landowners. Yet, in the Wisconsin lead region especially, federal authorities reserved for independent “diggers” the right to prospect virtually unencumbered. In doing so, they preserved a comparatively egalitarian system in which the ability to operate was determined as much by luck as by financial resources. A series of revolts against federal authority in the early nineteenth century gradually encouraged officers in Washington to build a system in the copper country in which only wealthy investors could marshal the resources to both obtain permits and actually commence mining operations. This paper will therefore explore the role of the federal government in establishing a leasing system for public mineral lands in the years previous to the California Gold Rush, highlighting the development of corporate mining which ultimately set a stage for the wave of miners’ strikes in the late nineteenth and early twentieth centuries.