Search results for " warehouse"
showing 10 items of 343 documents
Optical system for automatic color monitoring in heterogeneous media during vinification processes
2019
Abstract Wine is one of the most important food products worldwide. However, the application of technologies to the winemaking process can improve. An RGBC optical sensor, used to measure color intensity and shade, was developed and tested in real environments. It is able to measure samples without filtering by offering the color intensity and shade of a filtered sample. Color intensity can be measured within the range of 1.5 and 9.5 color points with an approximate 3% error. The model for shade can be applied to red wines with an approximate 1% error. It can operate directly in cellars under real operating conditions. It avoids collecting samples, and filtering and measuring in a spectroph…
Diversity in random subspacing ensembles
2004
Ensembles of learnt models constitute one of the main current directions in machine learning and data mining. It was shown experimentally and theoretically that in order for an ensemble to be effective, it should consist of classifiers having diversity in their predictions. A number of ways are known to quantify diversity in ensembles, but little research has been done about their appropriateness. In this paper, we compare eight measures of the ensemble diversity with regard to their correlation with the accuracy improvement due to ensembles. We conduct experiments on 21 data sets from the UCI machine learning repository, comparing the correlations for random subspacing ensembles with diffe…
Realistic Implementation of the Particle Model for the Visualization of Nanoparticle Precipitation and Growth
2019
An application for visualizing the aggregation of structureless atoms is presented. The application allows us to demonstrate on a qualitative basis, as well as by quantitatively monitoring the aggregate surface/volume ratio, that the enhanced reactivity of nanoparticles can be connected with their large specific surface. It is suggested that, along with the use of geometric analogies, this bottom-up approach can be effective in discussing the enhanced reactivity proprieties of nanoparticles. The application is based on a two-dimensional realistic dynamic model where atoms move because of their thermal and interaction potential energies, and the trajectories are determined by solving numeric…
2021
Recent studies on the economic dimensions of sports and physical activity in Germany have revealed that sport-related tourism is one of the important contributors to private household consumption. Due to a lack of representative and large-scale data sets, this topic has never been displayed in detail before. By using computer assisted telephone and web interviews, we collected a total data set of n=19,396 persons living in Germany. The expenditures for active sport tourism were isolated, which is understood as travelling to take part in different sporting activities. Data are provided on the overall spending of German households for sport trips, with skiing (€ 3.4 bn) and scuba diving (€ 2.…
On Behavioral Heterogeneity
2006
An index of “behavioral heterogeneity” for every finite population of households is defined. It is shown that the higher the index of behavioral heterogeneity the less sensitive depends the aggregate consumption expenditure ratio upon prices. As a consequence, a high index implies a tendency for the Jacobian of aggregate demand to have a dominant negative diagonal.
A Short-Term Data Based Water Consumption Prediction Approach
2019
A smart water network consists of a large number of devices that measure a wide range of parameters present in distribution networks in an automatic and continuous way. Among these data, you can find the flow, pressure, or totalizer measurements that, when processed with appropriate algorithms, allow for leakage detection at an early stage. These algorithms are mainly based on water demand forecasting. Different approaches for the prediction of water demand are available in the literature. Although they present successful results at different levels, they have two main drawbacks: the inclusion of several seasonalities is quite cumbersome, and the fitting horizons are not very large. With th…
2017
We propose a mesh-free and discrete (particle-based) multi-physics approach for modelling the hydrodynamics in flexible biological valves. In the first part of this study, the method is successfully validated against both traditional modelling techniques and experimental data. In the second part, it is further developed to account for the formation of solid aggregates in the flow and at the membrane surface. Simulations of various types of aggregates highlight the main benefits of discrete multi-physics and indicate the potential of this approach for coupling the hydrodynamics with phenomena such as clotting and calcification in biological valves.
The Cultural Dimension of Spanish Universities: The state of the issue
2020
The cultural dimension of Spanish universities has changed markedly, especially since the restoration of democracy in Spain in the late 1970s. This study reflects on the terminology and the historical evolution of Spanish universities, comparing their development within a broader world context. It also analyses the present state of affairs through two complementary pieces of field work. The paper concludes by examining the issues and hurdles that until recently were the third dimension of university life after teaching and research.
Views from the boundaries: Music streaming revisited
2021
This article explores how Norwegian record label managers understand their current positions and future possibilities in a market that is increasingly driven by on-demand subscription-based streaming. It adds to a growing body of research by adopting a qualitative approach, seeking to describe issues at a personal or company level, and provide nuance and dynamics in a discourse that is often described in dichotomies and on aggregate levels. The article argues that stakeholders have more varied attitudes than simply being for or against the innovation, the new economic models and their eff ects on their own business, and the market in general. It also demonstrates that perceptions change as …
Digital Servitization: Strategies for Handling Customization and Customer Interaction
2021
This conceptual chapter utilizes extant servitization and digitalization theorization and discusses the impact of digital servitization on customization/standardization and customer interaction. The study argues that the transformation toward digital servitization is complex and goes far beyond the technological dimension. The study contributes to the digital servitization literature by demonstrating that industrial services shift from customized and co-created to mainly standardized-provided and informating when they are digitalized. These insights can assist managers of servitized manufacturing firms who wish to utilize digital technologies in their service provision.