DESIGNING COMPLEX SYSTEMS WITHIN DISTRIBUTED ARCHITECTURES: AN INTELLIGENT TUTORING SYSTEMS PERSPECTIVE

The goal of this work is to introduce the basic concepts of distributed artificial intelligence as new methodologies to conceive and realize complex intelligent systems. We focused our attention on the design of intelligent tutoring systems, and using a distributed framework, we reached a fine control on the communicability process, one of the key issues in the realization of intelligent tutoring systems. A prototype is presented as an open information system in which classical modules, such as the domain expertise module and the tutor, are seen as populations of intelligent actors that share their fragmentary knowledge and organize their tasks in a concurrent universe in order to accomplish a common goal, the teaching session. The system has been written in a concurrent object-oriented language, realized on top of the Common Lisp Object System.     

Enzymatic Release of Peptides, Methionine and Cystine from Dry Beans Following Various Heat Treatments

Ground Great Northern and pinto bean (Phaseolus vulgaris) samples were processed under varying conditions of time, temperature and pressure and then hydrolyzed in vitro using a mixture of trypsin, chymotrypsin and amino peptidase. The hydrolyzed samples were ultrafiltrated and the peptides (< 10,000 daltons) were collected and analyzed for their sulfur amino acid content (methionine, cysteine, and cystine). From 48% to 100% of the cysteine/cystine residues in the protein were released after 6 hr of enzymatic hydrolysis, whereas only 10% to 40.2% of the methionine residues were released during the same time period. The maximum rate of peptide release occurred at 3 hr of proteolysis, while the maximum rate of methionine and cysteine release occurred at 2 hr of proteolysis.     

Planning tool requirements for flexible manufacturing: an analytical approach

The problem of tool and fixture resources dimensioning is considered and examined for a productive environment with flexible features. With reference to previous studies, different tool management strategies are pointed out and commented upon; a further control policy based on workpiece batching is suggested and tested. In the second section of the paper, an analytical interpretation of the question in hand is presented and discussed; the effectiveness of the procedure itself is tested by comparing analytical data with results derived from the detailed simulation of a real tool management area. Results are shown in the last section     

A NOTE: EFFECTS OF LOGARITHMIC TRANSFORMATIONS OF NONLINEAR GOALS IN THE GOAL PROGRAMMING PROBLEM

This note points out that in the context of goal programming the linearization of nonlinear goals by logarithmic transformations, as it is usually done in the field of mechanical engineering applications, is not in general a valid method and can lead to wrong results.     

Fatty acid profile of milk from goats fed diets with different levels of conserved and fresh forages

Aim of the study was to evaluate the effect of different proportions of hay and fresh grass in goats’ diet on milk fatty acid profile. Nine Camosciata goats were fed a fixed amount of concentrate (30% of total diet) and different percentages (40% vs 30%, 50% vs 20% and 60% vs 10%) of hay and fresh grass, respectively. Diminishing amounts of fresh grass percentages in the diet led to significant increases of lauric, myristic and palmitic acids (P ≤ 0.001) and to significant decreases of C18:1 t6‐11, rumenic and α‐linolenic acids (P ≤ 0.001) in milk, thus determining a worsening of the health value of milk fat.     

Advanced spinning disk‐TIRF microscopy for faster imaging of the cell interior and the plasma membrane

Understanding the cellular processes that occur between the cytosol and the plasma membrane is an important task for biological research. Till now, however, it was not possible to combine fast and high‐resolution imaging of both the isolated plasma membrane and the surrounding intracellular volume. Here, we demonstrate the combination of fast high‐resolution spinning disk (SD) and total internal reflection fluorescence (TIRF) microscopy for specific imaging of the plasma membrane. A customised SD‐TIRF microscope was used with specific design of the light paths that allowed, for the first time, live SD‐TIRF experiments at high acquisition rates. A series of experiments is shown to demonstrate the feasibility and performance of our setup.     

Blind colour separation of H&E stained histological images by linearly transforming the colour space

Blind source separation methods aim to split information into the original sources. In histology, each dye component attempts to specifically characterize different microscopic structures. In the case of the hematoxylin–eosin stain, universally used for routine examination, quantitative analysis may often require the inspection of different morphological signatures related mainly to nuclei patterns, but also to stroma distribution. Stain separation is usually a preprocessing operation that is transversal to different applications. This paper presents a novel colour separation method that finds the hematoxylin and eosin clusters by projecting the whole space to a folded surface connecting the distributions of a series of planes that divide the cloud of H&E tones. The proposed method produces density maps closer to those obtained with the colour mixing matrices set by an expert, when comparing with the density maps obtained using nonnegative matrix factorization (NMF), independent component analysis (ICA) and a state‐of‐the‐art method. The method has outperformed three baseline methods, NMF, Macenko and ICA, in about 8%, 12% and 52% for the eosin component, whereas this was about 4%, 8% and 26% for the hematoxylin component.     

EFFECT OF OPERATING CONDITIONS ON GAS HOLDUP IN SLURRY BUBBLE COLUMNS WITH A FOAMING LIQUID

This work presents experimental data on gas holdup in slurry bubble columns with a foaming liquid. The effects of solids concentration, solid particle size, superficial phase velocities and column dimensions on the gas holdup are analyzed. At low superficial gas velocities (less than 4cm/s), for which the liquid does not foam, the presence of solids with small particle size does not affect the gas holdup whereas solids with large particle size induce foam formation and thus their presence increases the gas holdup. In the foaming regime, an increase of solids concentration decreases the gas holdup. The operating mode has a strong effect on the gas holdup: the semi-batch operating mode (stagnant liquid-solid suspension) increases the ability of the liquid to foam with respect to the continuous mode. Regarding the effect of column dimensions, the results presented show that the height of the bubble column does not affect at an appreciable extent the gas holdup in the range 6 < LID < 12. At high gas velocities (greater than 6 cm/s) the gas holdups obtained in a 30 cm-internal diameter column are the same as those measured in a 10 cm-internal diameter column.