In industrial setups, there will wired sensors, wireless sensor and embedded devices which forms a heterogeneous programmable distributed system. To reconfigure devices each time user needs to develop the new code, For node reconfiguration. This require programming expertise. In this paper, we are trying to explore various technologies and techniques that may prove useful in developing a reconf...

Non-intrusive load monitoring takes place in residential and industrial contexts to disaggregate identify loads connected a distribution grid. This work studies the applicability effectiveness for AC railways, considering highly dynamic behavior of rolling stock as an electric load, immersed varying moving loads. Both voltage–current diagrams harmonic spectra were considered identification extr...

Automatic grouping (clustering) involves dividing a set of objects into subsets (groups) so that the from one subset are more similar to each other than according some criterion. Kohonen neural networks class artificial networks, main element which is layer adaptive linear adders, operating on principle “winner takes all”. One advantages their ability online clustering. Greedy agglomerative pro...

Financial networks have been extensively studied as examples of real world complex networks. In this paper, we establish and study the network of venture capital (VC) firms in China. We compute and analyze the statistical properties of the network, including parameters such as degrees, mean lengths of the shortest paths, clustering coefficient and robustness. We further study the topology of th...

Program restructuring is a key method to improve the quality of ill-structured programs and therefore to increase the understandability and reduce the maintenance cost. It is a challenging task and much research is still ongoing. This paper presents an approach to program restructuring at the functional level based on the clustering technique with cohesion as the major concern. Clustering has b...

Self-Organizing Maps have been applied in various industrial applications and have proven to be a valuable data mining tool. In order to fully benefit from their potential, advanced visualization techniques assist the user in analyzing and interpreting the maps. We propose two new methods for depicting the SOM based on vector fields, namely the Gradient Field and Borderline visualization techni...

This paper introduces an agent-based artificial financial market in which heterogeneous agents trade one single asset through a realistic trading mechanism for price formation. Agents are initially endowed with a finite amount of cash and a given finite portfolio of assets. There is no money-creation process; the total available cash is conserved in time. In each period, agents make random buy ...

An accurate method to predict annual heat load profiles is fundamental many studies, e.g., preliminary design or potential studies on renewable heating systems. This study presents a with daily resolution for industry and commerce, based an analysis of 797 natural gas (≥1.5 GWh/a). To derive profiles, these are normalized those potentially non-linear relationship between demand consumption excl...

The distinction between macro- and microinventions is at the core of recent debates on Industrial Revolution. Yet, empirical testing this notion has remained elusive. We address issue by introducing a new quality indicator for all patents granted in England period 1700–1850. provides opportunity large-scale appraisal microinventions. Our findings indicate that macroinventions did not exhibit an...

The forthcoming creation of a single European currency area will likely have far reaching impacts on the competitive position of European industries, as a result of a decline in transaction costs and currency risks for intra-European trade. These impacts will take place independent of the question whether the 15 EU countries form an Optimum Currency Area or not. The generally expected gains of ...