Effects of plasticizing and crosslinking on the mechanical and barrier properties of coatings based on blends of starch and poly(vinyl alcohol)

In the last decades, intensive research has been carried out in order to replace oil-based polymers with bio-based polymers due to growing environmental concerns. So far, most of the barrier materials used in food packaging are petroleum-based materials. The purpose of the barrier is to protect the packaged food from oxygen, water vapour, water and fat. The mechanical and barrier properties of coatings based on starch-plasticizer and starch-poly(vinyl alcohol) (PVOH)-plasticizer blends have been studied in the work described in this thesis. The plasticizers used were glycerol, polyethylene glycol and citric acid. In a second step, polyethylene coatings were extruded onto paperboard pre-coated with a starch-PVOH-plasticizer blend. The addition of PVOH to the starch increased the flexibility of the film. Curing of the film led to a decrease in flexibility and an increase in tensile strength. The flexibility of the starch-PVOH films was increased more when glycerol or polyethylene glycol was added than citric acid. The storage modulus of the starch-PVOH films containing citric acid increased substantially at high temperature. It was seen that the addition of polyethylene glycol or citric acid to the starch-PVOH blend resulted in an enrichment of PVOH at the surface of the films. Tensile tests on the films indicated that citric acid acted as a compatibilizer and increased the compatibility of the starch and PVOH in the blend. The addition of citric acid to the coating recipe substantially decreased the water vapour transmission rate through the starch-PVOH coated paperboard, which indicated that citric acid acts as a cross-linker for starch and/or PVOH. The starch-PVOH coatings containing citric acid showed oxygen-barrier properties similar to those of pure PVOH or of a starch-PVOH blend without plasticizer when four coating layers were applied on a paperboard. The oxygen-barrier properties of coatings based on a starch-PVOH blend containing citric acid indicated a cross-linking and increase in compatibility of the starch-PVOH blends. Polyethylene extrusion coating on a pre-coated paperboard resulted in a clear reduction in the oxygen transmission rate for all the pre-coating formulations containing plasticizers. The addition of a plasticizer to the pre-coating reduced the adhesion of polyethylene to pre-coated board. Polyethylene extrusion coating gave a board with a lower oxygen transmission rate when the paperboard was pre-coated with a polyethylene-glycol-containing formulation than with a citric-acid-containing formulation. The addition of polyethylene glycol to pre-coatings indicated an increase in wetting of the pre-coated paperboard by the polyethylene melt, and this may have sealed the small defects in the pre-coating leading to low oxygen transmission rate. The increase in brittleness of starch-PVOH films containing citric acid at a high temperature seemed to have a dominating effect on the barrier properties developed by the extrusion coating process. 

Propiedades psicométricas de los instrumentos para la medición de la actividad física en adultos con discapacidad física relacionada con lesión de médula espinal: una revisión sistemática

Objetivo: Evaluar las propiedades psicométricas de los instrumentos para la medición de la actividad física en adultos de 18-65 años con discapacidad física por lesión de médula espinal. Materiales y métodos: Revisión sistemática. Las bases de datos de Medline, Scopus, Web of Science y 19 revistas especializadas fueron consultadas durante once días entre abril de 2015 y febrero de 2016 para identificar estudios originales de validación, sin límite de tiempo y que estuvieran publicados en español, francés y/o inglés. La calidad metodológica de los instrumentos de medición se evaluó usando las diferentes cajas de propiedades de la lista COSMIN. Resultados: Se identificaron 9229 referencias, de las cuales sólo 12 cumplieron los criterios de inclusión, dando como resultado 13 instrumentos de medición. Se evaluaron seis propiedades psicométricas. La propiedad más común fue la confiabilidad, además se observó que la calidad metodológica de los estudios incluidos no representa los resultados de las propiedades psicométricas de los instrumentos de medición. La calidad metodológica de los instrumentos para la evaluación de la actividad física en población con lesión medular espinal es “baja” para propiedades como consistencia interna, error de medición, sensibilidad, validez de criterio (con excepción del WISCI II que tiene buena validez) y excelente para validez de contenido y fiabilidad. Conclusión: Se ha encontrado que instrumentos empleados hasta el presente en la medición de la actividad física en población con discapacidad física relacionada con lesión de médula espinal han sido creados para otros tipos de discapacidad y otros instrumentos deben ser validados en futuros estudios.

Effects of plant density and the number of emitters on plant growth and nitrate concentration in spinach cultivated in substrate

The effects of plant density and the number of emitters per Styrofoam box on plant growth and nitrate (NO3-) concentration were evaluated in spinach (Spinacia oleracea L. cv. Tapir). Spinach seedlings were transplanted at 45 days after emergence into Styrofoam boxes filled with the substrate and were grown during winter in an unheated greenhouse with no supplemental lighting. The experiment was carried out with four treatments, including two plant densities (160 and 280 plants/m2) and two number of emitters per Styrofoam box (4 and 8 emitters). Each planting box was irrigated daily and fertigated with a complete nutrient solution. Shoot dry weight was not affected by plant density. However, yield increased with plant density and emitter number. Leaf-blade NO3- concentration was not affected by the interaction between plant density and number of emitters, but petioles NO3- concentration was greater in treatment with 160 plants/m2 and 8 emitters. Although leaf-blade NO3- concentration was not affected by plant density, it decreased with the number of emitters. On the other hand, petiole NO3- concentration was not affected by plant density or number of emitters. Leaf-blade NO3- concentration ranged from 3.2 to 4.1 mg/g fresh weight, occurring the highest value in the treatment with 280 plants/m2 and 4 emitters. Petiole NO3- concentration ranged from 3.5 to 5.3 mg/g fresh weight, values that were higher than allowed by EU regulation.

Effects of substrate type on plant growth and nitrogen and nitrate concentration in spinach

Abstract The effects of three commercial substrates (a mixture of forest residues, composted grape husks, and white peat, black peat and coir) on plant growth and nitrogen (N) and nitrate (NO3) concentration and content were evaluated in spinach (Spinacia oleracea L. cv. Tapir). Spinach seedlings were transplanted at 45 days after emergence into Styrofoam boxes filled with the substrates and were grown during winter and early spring in an unheated greenhouse with no supplemental lighting. Each planting box was irrigated daily by drip and fertilized with a complete nutrient solution. The NO3 content of the drainage water was lower in coir than in the other substrates. However, shoot NO3 concentration was not affected by substrate type, while yield and total shoot N and NO3 content were greater when plants were grown in peat than in the mixed substrate or the coir. Leaf chlorophyll meter readings provided a good indication of the amount of N in the plants and increased linearly with total shoot N. Keywords Spinacia oleracea; chlorophyll meter; coir; peat; soilless culture systems

The influence of nitrogen fertilization on growth, yield, nitrate and oxalic acid concentration in purslane ( Portulaca oleracea )

Purslane (Portulaca oleracea) is widely used for culinary purposes throughout Mediterranean region, and the interest in this plant increased due to it being a source of bio-protective compounds, such as fatty acids and antioxidants. However, the use of purslane could be limited by accumulation of high levels of compounds harmful to human health, such as nitrate and oxalic acid. The main objective of present study was to evaluate the influence of nitrogen fertilization on growth and yield parameters and on nitrate and oxalic acid concentrations in leaves and stems. Plants of golden-leafed purslane of sativa subspecies were grown in styro-foam boxes with substrate and fertilized two times per week during four weeks with ammonium-nitrate solution (16.9% NO3--N and 17.6% NH4+-N), for testing of four nitrogen levels (0, 30, 60 and 90 kg N ha-1). Plant growth, yield, nitrate and oxalic acid concentrations were significantly affected by nitrogen application. The best quantity/quality ratio was achieved at fertilization level of 60 kg N ha-1, which gave a yield of 5.1 kg m-2 FW, while nitrate concentration was 48.98 and 43.90 mg g-1 DW in leaf and stem, respectively, and oxalic acid concentration was 1.27 and 0.55 mg g-1 DW, in leaf and stem, respectively: values which are not harmful for consumer health.

Effects of substrate type on plant growth and nitrogen and nitrate concentration in spinach.

The effects of three commercial substrates (a mixture of forest residues, composted grape husks, and white peat, black peat and coir) on plant growth and nitrogen (N) and nitrate (NO3) concentration and content were evaluated in spinach (Spinacia oleracea L. cv. Tapir). Spinach seedlings were transplanted at 45 days after emergence into Styrofoam boxes filled with the substrates and were grown during winter and early spring in an unheated greenhouse with no supplemental lighting. Each planting box was irrigated daily by drip and fertilized with a complete nutrient solution. The NO3 content of the drainage water was lower in coir than in the other substrates. However, shoot NO3 concentration was not affected by substrate type, while yield and total shoot N and NO3 content were greater when plants were grown in peat than in the mixed substrate or the coir. Leaf chlorophyll meter readings provided a good indication of the amount of N in the plants and increased linearly with total shoot N.

Effects of nitrogen level on purslane antioxidant activity.

The high antioxidant activity of purslane, Portulaca oleracea L., gives it a high nutritional and functional value. The commercial production of purslane has increased in Portugal, making it necessary to know the effects of inputs, mainly nitrogen, on the antioxidant activity. The main goal of this study was to evaluate the influence of nitrogen application on purslane antioxidant activity. The experiment was carried out with for treatments: 30, 60 and 90 kg/ha of nitrogen. Plants of golden-leaf purslane were grown in Styrofoam-boxes filled with substrate and fertigated two times per week, over four weeks with ammonium nitrate solution (16.9% NO3-N and 16.7 NH4+-N). The increase in the nitrogen level decreased the water-soluble proteins content. However the ascorbate, phenols content as well as antioxidant activity measured by FRAP method was not affected by nitrogen level. Plants shoot antioxidant activity, measured by DPPH method decreased significantly in the treatment with 90 kg N/ha (26.20 g/g gallic acid). On the other hand, plant shoot antioxidant activity mediated by peroxidases was higher in treatment 30 kg N/ha (0.459 µmol min-1/mg prot.). Application of 60 kg N/ha allowed a vigorous plant growth without disturb its antioxidants and conservation properties.

Non-invasive methodology for the identification of plastic pieces in museum environment – a novel approach

The preservation of modern and contemporary art and costume collections in museums requires a complete understanding of their constituent materials which are often synthetic or semi-synthetic polymers. An extraordinary amount of quality information can be gained from instrumental techniques, but some of them have the disadvantage of being destructive. This paper presents a new totally integrated non-invasive methodology, for the identification of polymers and their additives, on plastic artefacts in museums. NMR (nuclear magnetic resonance) and in-situ FTIR-ATR (attenuated total reflection infrared spectroscopy) combination allowed the full characterization of the structure of thesematerials and correct identification of each one. The NMR technique applied to leached surface exudates identified unequivocally a great number of additives, exceeding the Py–GC–MS analysis of micro-fragments in number and efficiency. Additionally, in-situ FTIR-ATR provided exactly the same information of the destructive μ-FTIR about the polymer structure and confirmed the presence of some additives. Eight costume pieces (cosmetic boxes and purses), dating to the beginning of the 20th century and belonging to the Portuguese National Museum of Costume and Fashion, were correctly identified with this new integrated methodology, as beingmade of plastics derived fromcellulose acetate or cellulose nitrate polymers, contradicting the initial information that these pieces were made of Bakelite. The identification of a surprisingly large number of different additives forms an added value of this methodology and opens a perspective of a quick and better characterization of plastic artefacts in museum environments.

Controlo e monitorização do efluente de uma indústria vitivinícola

O tema deste trabalho é "Controlo e monitorização do efluente de uma indústria vitivinícola" e teve lugar na Adega Cooperativa de Reguengos de Monsaraz - CARMIM. O controlo e monitorização, bem como a caracterização físico-química do efluente deste tipo de indústrias, especialmente na CARMIM, pretendem representar um instrumento importante no sentido da necessidade de se construir uma estação de pré-tratamento de águas residuais, antes destas fazerem parte do sistema de águas residuais municipais. A monitorização do efluente ocorreu em duas épocas distintas, a Época Baixa e a Época de Campanha. Em cada uma das épocas foram monitorizadas operações distintas, como a lavagem dos filtros de terras de diatomáceas, a higienização do equipamento de filtração tangencial, a higienização das cubas de inox, lavagens de cubas de vinho tinto e lavagens de depósitos de vinho branco. Foi também monitorizado o efluente resultante do edifício de engarrafamento, da Adega Velha e da caixa colectora global. Acompanhou-se em cada operação e caixas colectoras, o pH, temperatura e caudal, sempre que possível. Para cada amostra foi efectuada uma caracterização físico-química, que inclui os seguintes parâmetros: carência química em oxigénio, azoto total, fósforo total, nitratos, sólidos suspensos totais e metais como ferro, cobre e manganês. ABSTRACT: "Winery wastewater control and monitoring" is the main theme of all this work. All this occurred in CARMIM - Cooperativa Agrícola de Reguengos de Monsaraz. The control and monitoring, as well as physical and chemistry features of this type of wastewater, particularly related with CARMIM, intend to represent an important instrument towards the necessity of building a pre-treatment wastewater station, before they are part of the municipal wastewater system. The wastewater monitoring took place in two different seasons, the non-vintage and vintage season. ln both seasons there were checked different operations such as, the washing of earth filtering equipment, red and white wine tanks and finally inox tank caustic washing. At the same time, there was also possible monitoring the final wastewater resulting from the bottling line facility, "Old “Cellar (Adega Velha) and global drain boxes. There was preformed a physical chemistry feature for each sample. These features comprehend several parameters: Chemical oxygen demand, total nitrogen, total phosphorous, nitrates, total suspended solids and metals such as iron, cupper and manganese.

AVALIAÇÃO REPRODUTIVA E PRODUTIVA DA RAÇA CAPRINA SERPENTINA, 1991 - 2014

As capacidades produtivas dos animais dependem de diversos fatores: genéticos e ambientais. O conhecimento da forma como os referidos fatores afetam a produtividade dos animais, carne e leite, permite ao produtor tomar as decisões técnicas necessárias para atingir um melhor índice de produtividade e rentabilidade da sua exploração. Este trabalho teve como objetivo principal evidenciar alguns dos fatores que afetam as características creatopoiéticas e lactopoiéticas da Serpentina e a forma como atuam sobre as mesmas, usando dados recolhidos pela APCRS, desde 1991 a 2014, em efetivos dos seus associados, explorados em sistemas de produção tradicionais. Foram estudados os pesos ao nascimento (PN) (3,17 kg), ajustado aos 30 dias (P30) (6,47 kg) e aos 70 dias (P70) (10,51 kg), bem como os diferentes modos de cria dos cabritos. Considerando as diversas modalidades de cria, o potencial de crescimento observado foi: (i) aleitamento natural os machos cresceram 0,108 kg e as fêmeas 0,095 kg; (ii) aleitamento em boxes os machos cresceram 0,109 kg e as fêmeas 0,099 kg; (iii) aleitamento em grupo os machos cresceram 0,141 kg e as fêmeas 0,119 kg; (iv) aleitamento em cornadi os machos cresceram 0,106 kg e as fêmeas 0,100 kg; (v) aleitamento artificial os machos cresceram 0,095 kg e as fêmeas 0,085 kg. A análise das diferentes características lactopoiéticas basearam-se na duração da lactação (DL), duração da ordenha (DO), produção total de leite (PTL), produção de leite comercializável (PLC), teor de matéria gorda (TMG) e teor de matéria proteica (TMP). Analisando os resultados de produção verificou-se: (i) duração da lactação de 207,18 dias; (ii) produção total de leite 167,81 L; (iii) produção de leite ajustado aos 210 dias de 118,46 L; (iv) teor butiroso ajustado aos 210 dias de 4,91 %; teor proteico ajustado aos 210 dias de 3,78 %. Verificou-se que os caracteres de crescimento e de produção de leite estudados apresentaram diferenças altamente significativas (P < 0,01) de forma generalizada, como consequência das diferenças técnicas e condições ambientais existentes nas diferentes explorações. Os valores médios obtidos, bem como a sua variabilidade, para as características creatopoiéticas e lactopoiéticas, revelam que a aptidão da raça para a produção de carne e leite tem um peso considerável na sua viabilidade produtiva. A existência de animais com valores produtivos elevados incute a esperança que através de um maneio mais cuidado e de um melhoramento genético mais criterioso, será possível obterem-se valores médios mais elevados aos obtidos neste estudo.

Impresari, costume e societa a teatro nell'autunno della Serenissima Repubblica di Genova (1772-97)

La storiografia si interessata solo marginalmente alla vita musicale nella Genova del XVIII secolo, forse’anche scoraggiata dalla delusione espressa in una celebre dichiarazione di Charles Burney: «Genova non rispose alla mia aspettativa». Solo di recente alcuni studiosi locali, con approcci e intenti differenti, si sono interessati all’argomento senza tuttavia giungere a elaborare uno studio complessivo. Il progetto ha avviato uno studio storicamente documentato sulla gestione dei teatri a Genova nel periodo compreso tra la stesura dell’ultimo regolamento teatrale (1772) e la fine della Repubblica aristocratica (1797). La tesi si basa sullo studio di più di 3000 documenti inediti che descrivono la cessione delle tre principali sale cittadine (Teatro del Falcone, Teatro da Sant’Agostino, Teatro delle Vigne) agli impresari, i comportamenti del pubblico in sala; le opere rappresentate, l’immoralità dei ballerini e cantanti, le incidenze nei palchetti e in platea. Questi aspetti di vita teatrale quotidiana sono trattati conciliando una prospettiva storica con una sociologica. In una visione globale del teatro del XVIII secolo, l’obiettivo della tesi è quello di indagare le relazioni tra spettatori appartenenti a gruppi sociali differenti, le reazioni del pubblico, gli usi e gli obblighi di etichetta durante spettacoli e feste da ballo. Queste testimonianze non sono semplicemente pettegolezzi: esse raccontano come il teatro fosse parte integrante della vita quotidiana delle persone e come la società del XVIII secolo intendesse questo rituale d’élite. La dissertazione è correda da una cronologia degli spettacoli genovesi tra il 1772 e il 1797 e da una appendice documentaria.

The three-dimensional single-bin-size bin packing problem: combining metaheuristic and machine learning approaches

The Three-Dimensional Single-Bin-Size Bin Packing Problem is one of the most studied problem in the Cutting & Packing category. From a strictly mathematical point of view, it consists of packing a finite set of strongly heterogeneous “small” boxes, called items, into a finite set of identical “large” rectangles, called bins, minimizing the unused volume and requiring that the items are packed without overlapping. The great interest is mainly due to the number of real-world applications in which it arises, such as pallet and container loading, cutting objects out of a piece of material and packaging design. Depending on these real-world applications, more objective functions and more practical constraints could be needed. After a brief discussion about the real-world applications of the problem and a exhaustive literature review, the design of a two-stage algorithm to solve the aforementioned problem is presented. The algorithm must be able to provide the spatial coordinates of the placed boxes vertices and also the optimal boxes input sequence, while guaranteeing geometric, stability, fragility constraints and a reduced computational time. Due to NP-hard complexity of this type of combinatorial problems, a fusion of metaheuristic and machine learning techniques is adopted. In particular, a hybrid genetic algorithm coupled with a feedforward neural network is used. In the first stage, a rich dataset is created starting from a set of real input instances provided by an industrial company and the feedforward neural network is trained on it. After its training, given a new input instance, the hybrid genetic algorithm is able to run using the neural network output as input parameter vector, providing as output the optimal solution. The effectiveness of the proposed works is confirmed via several experimental tests.

Meaningful insights: explainability techniques for black-box models on tabular data

Artificial Intelligence (AI) and Machine Learning (ML) are novel data analysis techniques providing very accurate prediction results. They are widely adopted in a variety of industries to improve efficiency and decision-making, but they are also being used to develop intelligent systems. Their success grounds upon complex mathematical models, whose decisions and rationale are usually difficult to comprehend for human users to the point of being dubbed as black-boxes. This is particularly relevant in sensitive and highly regulated domains. To mitigate and possibly solve this issue, the Explainable AI (XAI) field became prominent in recent years. XAI consists of models and techniques to enable understanding of the intricated patterns discovered by black-box models. In this thesis, we consider model-agnostic XAI techniques, which can be applied to Tabular data, with a particular focus on the Credit Scoring domain. Special attention is dedicated to the LIME framework, for which we propose several modifications to the vanilla algorithm, in particular: a pair of complementary Stability Indices that accurately measure LIME stability, and the OptiLIME policy which helps the practitioner finding the proper balance among explanations' stability and reliability. We subsequently put forward GLEAMS a model-agnostic surrogate interpretable model which requires to be trained only once, while providing both Local and Global explanations of the black-box model. GLEAMS produces feature attributions and what-if scenarios, from both dataset and model perspective. Eventually, we argue that synthetic data are an emerging trend in AI, being more and more used to train complex models instead of original data. To be able to explain the outcomes of such models, we must guarantee that synthetic data are reliable enough to be able to translate their explanations to real-world individuals. To this end we propose DAISYnt, a suite of tests to measure synthetic tabular data quality and privacy.

A new concept for a Sport-Coupè car developed with the Industrial Design Structure method (IDeS)

The aim of this study, conducted in collaboration with Lawrence Technological University in Detroit, is to create, through the method of the Industrial Design Structure (IDeS), a new concept for a sport-coupe car, based on a restyling of a retro model (Ford Mustang 1967). To date, vintage models of cars always arouse great interest both for the history behind them and for the classic and elegant style. Designing a model of a vehicle that can combine the charm of retro style with the innovation and comfort of modern cars would allow to meet the needs and desires of a large segment of the market that today is forced to choose between past and future. Thanks to a well-conceived concept car an automaker company is able to express its future policy, to make a statement of intent as, such a prototype, ticks all the boxes, from glamour and visual wow-factor to technical intrigue and design fascination. IDeS is an approach that makes use of many engineering tools to realize a study developed on several steps that must be meticulously organized and timed. With a deep analysis of the trends dominating the automotive industry it is possible to identify a series of product requirements using quality function deployment (QFD). The considerations from this first evaluation led to the definition of the technical specifications via benchmarking (BM) and top-flop analysis (TFA). Then, the structured methodology of stylistic design engineering (SDE) is applied through six phases: (1) stylistic trends analysis; (2) sketches; (3) 2D CAD drawings; (4) 3D CAD models; (5) virtual prototyping; (6) solid stylistic model. Finally, Developing the IDeS method up to the final stages of Prototypes and Testing you get a product as close as possible to the ideal vehicle conceptualized in the initial analysis.