Mixed preconditioners for harmonic balance Jacobians

Preconditioning is crucial for the convergence of GMRES iteration in the Harmonic Balance analysis of RF and microwave circuits. In this article, mixed frequency/time‐domain preconditioners for harmonic balance Jacobians are presented. The efficiency of mixed preconditioners is demonstrated with realistic simulation examples. © 2008 Wiley Periodicals, Inc. Int J RF and Microwave CAE, 2009.     

Keeping secure to the end: a long-term perspective to understand employees’ consequence-delayed information security violation

Employees’ violation of information security policies is a major threat to an organisation. Some violations such as using an easy-to-guess password or storing confidential data on personal unencrypted flash drives usually do not cause immediate harm; instead, these actions create security flaws that can be attacked in the future and cause delayed consequences. We call such behaviour consequence-delayed information security violation (CDISV). The ignorance or denial of the possible delayed consequences is the main reason employees engage in such insecure behaviour. Due to the delay between the action and the consequence, a long-term mindset could play an important role in employees’ current decision-making. Specifically, in this study, we propose that long-term orientation is an influential factor in decreasing CDISV. The long-term orientation includes three dimensions: continuity, futurity, and perseverance. In addition, based on the stewardship theory and the needs theory, we further propose that value identification and the fulfilment of higher-order needs (trusted relationship and growth) are important drivers for employees to have a long-term orientation. We collected survey data using the 170 responses we received from a global company’s employees. The empirical results support our arguments. Our findings provide implications to organisations to encourage employees’ information security behaviours.     

Data‐driven Analysis of Sulfur Flows and Behaviour in the Blast Furnace

Sulfur has for long been known as a problematic element for the quality of iron, but along with its accumulation it also causes physical problems in the blast furnace, so it is of central importance to safeguard its removal from the process. Sulfur‐related problems in the blast furnace were studied by applying a balance equation for the element at three industrial blast furnaces, tracking errors in the in‐ and outflows and estimating changes in the amount of accumulated sulfur. A hypothesis on the behaviour of sulfur in the process was proposed and supporting evidence of it was found through an analysis of dynamic phenomena in the hearth of one of the furnaces.     

Simultaneous measurement of the surface temperature and the release of atomic sodium from a burning black liquor droplet

Simultaneous measurement of the concentration of released atomic sodium, swelling, surface and internal temperature of a burning black liquor droplet under a fuel lean and rich condition has been demonstrated. Two-dimensional two-colour optical pyrometry was employed to determine the distribution of surface temperature and swelling of a burning black liquor droplet while planar laser-induced fluorescence (PLIF) was used to assess the temporal release of atomic sodium. The key findings of these studies are: (i) the concentration of atomic sodium released during the drying and devolatilisation stages was found to be correlated with the external surface area; and (ii) the insignificant presence of atomic sodium during the char consumption stage shows that sodium release is suppressed by the lower temperature and by the high CO₂ content in and around the particle.     

Constructive Backpropagation for Recurrent Networks

Choosing a network size is a difficult problem in neural network modelling. In many recent studies, constructive or destructive methods that add or delete connections, neurons or layers have been studied in order to solve this problem. In this work we consider the constructive approach, which is in many cases a very computationally efficient approach. In particular, we address the construction of recurrent networks by the use of constructive backpropagation. The benefits of the proposed scheme are firstly that fully recurrent networks with an arbitrary number of layers can be constructed efficiently. Secondly, after the network has been constructed we can continue the adaptation of the network weights as well as we can of its structure. This includes both addition and deletion of neurons/layers in a computationally efficient manner. Thus, the investigated method is very flexible compared to many previous methods. In addition, according to our time series prediction experiments, the proposed method is competitive in terms of modelling performance and training time compared to the well-known recurrent cascade-correlation method.     

Atomic layer deposition process with TiF4 as a precursor for depositing metal fluoride thin films

A novel atomic layer deposition process for the preparation of fluoride thin films in a temperature range of 225 degrees C-400 degrees C is introduced. The crystallinity, morphology, composition, thicknesses, refractive indices, and transmittance of the films are analyzed. Low impurity levels are obtained at 350 degrees C-400 degrees C with good stoichiometry. Refractive indices of 1.34-1.42 for MgF(2), 1.43 for CaF(2), and 1.57-1.61 for LaF(3) films are obtained.     

Momentum and recoil-flux anisotropies in collision-cascades: Influence on sputtered particle angular distributions

The anisotropy in the spatial distributions of recoil-flux and recoil-momentum have been studied by Monte Carlo simulation for the specific case of amorphous germanium bombarded with Ar⁺ ions. For all the energies investigated, (1.25 to 320 keV) both the recoil-flux and momentum-flux distributions are strongly backwards directed at the surface, becoming forwards directed at greater depths. Further the angular distributions are (relatively) insensitive to the choice of interatomic potential. The calculations show that the backwards-directedness of sputtered particle angular distributions may be completely explained by the anisotropy in the recoil flux. It is also demonstrated that the adoption of more realistic surface models, than the usual infinite target approximation does not lead to significant changes in the angular distribution of recoil-, momentum- and sputtered particle-fluxes.